Öttl M., Wilm F., Steenpaß J., Qiu J., Rübner M., Hartmann A., Beckmann M., Fasching P., Maier A., Erber R., Kainz B., Breininger K.: Style-Extracting Diffusion Models for Semi-supervised Histopathology Segmentation 18th European Conference on Computer Vision, ECCV 2024 (Milan, 29. September 2024 - 4. October 2024) In: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2025 DOI: 10.1007/978-3-031-73226-3_14
Basaran BD., Zhang W., Qiao M., Kainz B., Matthews PM., Bai W.: LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation 3rd International Workshop on Data Augmentation, Labeling, and Imperfections, DALI 2023 in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, 12. October 2023 - 12. October 2023) In: Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2024 DOI: 10.1007/978-3-031-58171-7_8
Cechnicka S., Ball J., Baugh M., Reynaud H., Simmonds N., Smith AP., Horsfield C., Roufosse C., Kainz B.: URCDM: Ultra-Resolution Image Synthesis in Histopathology 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, 6. October 2024 - 10. October 2024) In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2024 DOI: 10.1007/978-3-031-72083-3_50
Cechnicka S., Ball J., Reynaud H., Arthurs C., Roufosse C., Kainz B.: Realistic Data Enrichment for Robust Image Segmentation in Histopathology 5th MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2023 (Vancouver, BC, CAN, 12. October 2023 - 12. October 2023) In: Lisa Koch, M. Jorge Cardoso, Enzo Ferrante, Konstantinos Kamnitsas, Mobarakol Islam, Meirui Jiang, Nicola Rieke, Sotirios A. Tsaftaris, Dong Yang (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2024 DOI: 10.1007/978-3-031-45857-6_7
Day TG., Matthew J., Budd S., Venturini L., Wright R., Farruggia A., Jamshidi B., Syngelaki A., Ling H., Tan M., Lai J., Brown M., To M., Guy GP., Arechvo A., Casagrandi D., Akolekar R., Nanda S., Nicolaides K., Kainz B., Simpson J., Hajnal J., Razavi R.: Artificial intelligence to assist in the screening fetal anomaly ultrasound scan (PROMETHEUS): a randomised controlled trial 34th World Congress on Ultrasound in Obstetrics and Gynecology (Budapest, 15. September 2024 - 18. September 2024) In: Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15–18 September 2024, Budapest, Hungary2024 DOI: 10.1002/uog.28023
Dombrowski M., Reynaud H., Müller J., Baugh M., Kainz B.: Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability 38th AAAI Conference on Artificial Intelligence, AAAI 2024 (Vancouver, 20. February 2024 - 27. February 2024) In: Association for the Advancement of Artificial Intelligence (ed.): AAAI-24 Special Track Safe, Robust and Responsible AI Track, Washington, DC: 2024 DOI: 10.1609/aaai.v38i19.30095
Grzech D., Folgoc LL., Azampour MF., Vlontzos A., Glocker B., Navab N., Schnabel J., Kainz B.: Unsupervised Similarity Learning for Image Registration with Energy-Based Models 11th International Workshop on Biomedical Image Registration, WBIR 2024, held in conjunction with the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, 6. October 2024 - 6. October 2024) In: Marc Modat, Žiga Špiclin, Alessa Hering, Ivor Simpson, Wietske Bastiaansen, Tony C. W. Mok (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2024 DOI: 10.1007/978-3-031-73480-9_18
Li L., Wang H., Baugh M., Ma Q., Zhang W., Ouyang C., Rueckert D., Kainz B.: Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024 (Marrakesh, MAR, 6. October 2024 - 10. October 2024) In: Marius George Linguraru, Qi Dou, Aasa Feragen, Stamatia Giannarou, Ben Glocker, Karim Lekadir, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2024 DOI: 10.1007/978-3-031-72114-4_64
Maier-Hein L., Reinke A., Godau P., Tizabi MD., Buettner F., Christodoulou E., Glocker B., Isensee F., Kleesiek J., Kozubek M., Reyes M., Riegler MA., Wiesenfarth M., Kavur AE., Sudre CH., Baumgartner M., Eisenmann M., Heckmann-Nötzel D., Rädsch T., Acion L., Antonelli M., Arbel T., Bakas S., Benis A., Blaschko MB., Cardoso MJ., Cheplygina V., Cimini BA., Collins GS., Farahani K., Ferrer L., Galdran A., van Ginneken B., Haase R., Hashimoto DA., Hoffman MM., Huisman M., Jannin P., Kahn CE., Kainmueller D., Kainz B., Karargyris A., Karthikesalingam A., Kofler F., Kopp-Schneider A., Kreshuk A., Kurc T., Landman BA., Litjens G., Madani A., Maier-Hein K., Martel AL., Mattson P., Meijering E., Menze B., Moons KG., Müller H., Nichyporuk B., Nickel F., Petersen J., Rajpoot N., Rieke N., Saez-Rodriguez J., Sánchez CI., Shetty S., van Smeden M., Summers RM., Taha AA., Tiulpin A., Tsaftaris SA., Van Calster B., Varoquaux G., Jäger PF.: Metrics reloaded: recommendations for image analysis validation In: Nature Methods21 (2024), p. 195-212 ISSN: 1548-7091 DOI: 10.1038/s41592-023-02151-z
Baugh M., Tan J., Müller JP., Dombrowski M., Batten J., Kainz B.: Many Tasks Make Light Work: Learning to Localise Medical Anomalies from Multiple Synthetic Tasks 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, CAN, 8. October 2023 - 12. October 2023) In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-43907-0_16
Li L., Ma Q., Ouyang C., Li Z., Meng Q., Zhang W., Qiao M., Kyriakopoulou V., Hajnal JV., Rueckert D., Kainz B.: Robust Segmentation via Topology Violation Detection and Feature Synthesis 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023) In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-43901-8_7
Ma Q., Li L., Kyriakopoulou V., Hajnal JV., Robinson EC., Kainz B., Rueckert D.: Conditional Temporal Attention Networks for Neonatal Cortical Surface Reconstruction 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023) In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-43901-8_30
Müller J., Baugh M., Tan J., Dombrowski M., Kainz B.: Confidence-Aware and Self-supervised Image Anomaly Localisation Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (Vancouver, 12. October 2023 - 12. October 2023) In: Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Raghav Mehta, Chen Qin, William M. Wells (ed.): Uncertainty for Safe Utilization of Machine Learning in Medical Imaging2023 DOI: 10.1007/978-3-031-44336-7_18
Reynaud H., Qiao M., Dombrowski M., Day T., Razavi R., Gomez A., Leeson P., Kainz B.: Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023) In: Hayit Greenspan, Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-43999-5_14
Schmidtke L., Hou B., Vlontzos A., Kainz B.: Self-supervised 3D Human Pose Estimation in Static Video via Neural Rendering 17th European Conference on Computer Vision, ECCV 2022 (Tel Aviv, ISR, 23. October 2022 - 27. October 2022) In: Leonid Karlinsky, Tomer Michaeli, Ko Nishino (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-25066-8_42
Shkëmbi G., Müller J., Li Z., Breininger K., Schüffler P., Kainz B.: Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis 1st MICCAI Workshop on Data Engineering in Medical Imaging, DEMI 2023 (Vancouver, BC, 8. October 2023 - 8. October 2023) In: Binod Bhattarai, Sharib Ali, Anita Rau, Anh Nguyen, Ana Namburete, Razvan Caramalau, Danail Stoyanov (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-44992-5_2
Zhang W., Basaran B., Meng Q., Baugh M., Stelter J., Lung P., Patel U., Bai W., Karampinos D., Kainz B.: MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023 (Vancouver, BC, 8. October 2023 - 12. October 2023) In: Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan, Tanveer Syeda-Mahmood, Russell Taylor (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2023 DOI: 10.1007/978-3-031-43999-5_12
Baugh M., Tan J., Vlontzos A., Müller J., Kainz B.: nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods 4th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2022, held in conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP, 18. September 2022 - 18. September 2022) In: Carole H. Sudre, Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Adrian Dalca, William M. Wells III, Chen Qin, Ryutaro Tanno, Koen Van Leemput, Koen Van Leemput, William M. Wells III (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-031-16749-2_10
Lebbos C., Barcroft J., Tan J., Müller J., Baugh M., Vlontzos A., Saso S., Kainz B.: Adnexal Mass Segmentation with Ultrasound Data Synthesis 3rd International Workshop of Advances in Simplifying Medical Ultrasound, ASMUS 2022, held in Conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, SGP, 18. September 2022 - 18. September 2022) In: Stephen Aylward, J. Alison Noble, Yipeng Hu, Su-Lin Lee, Zachary Baum, Zhe Min (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-031-16902-1_11
Li L., Ma Q., Li Z., Ouyang C., Zhang W., Price A., Kyriakopoulou V., Grande LC., Makropoulos A., Hajnal J., Rueckert D., Kainz B., Alansary A.: Fetal Cortex Segmentation with Topology and Thickness Loss Constraints 1st Workshop on Ethical and Philosop Issues in Med Imaging (EPIMI) / 12th Int Workshop on Multimodal Learning and Fus Across Scales for Clin Decis Support (ML-CDS) / 2nd Int Workshop on Topol Data Anal for Biomed Imaging (TDA4BiomedicalImaging) (Singapore, SINGAPORE) In: ETHICAL AND PHILOSOPHICAL ISSUES IN MEDICAL IMAGING, MULTIMODAL LEARNING AND FUSION ACROSS SCALES FOR CLINICAL DECISION SUPPORT, AND TOPOLOGICAL DATA ANALYSIS FOR BIOMEDICAL IMAGING, EPIMI 2022, ML-CDS 2022, TDA4BIOMEDICALIMAGING, CHAM: 2022 DOI: 10.1007/978-3-031-23223-7_11
Ouyang C., Wang S., Chen C., Li Z., Bai W., Kainz B., Rueckert D.: Improved Post-hoc Probability Calibration for Out-of-Domain MRI Segmentation 4th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2022, held in conjunction with 25th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2022 (Singapore, 18. September 2022 - 18. September 2022) In: Carole H. Sudre, Carole H. Sudre, Christian F. Baumgartner, Adrian Dalca, Adrian Dalca, William M. Wells III, Chen Qin, Ryutaro Tanno, Koen Van Leemput, Koen Van Leemput, William M. Wells III (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-031-16749-2_6
Reynaud H., Vlontzos A., Dombrowski M., Gilligan Lee C., Beqiri A., Leeson P., Kainz B.: D’ARTAGNAN: Counterfactual Video Generation 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 (Singapore, 18. September 2022 - 22. September 2022) In: Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-031-16452-1_57
Schlüter HM., Tan J., Hou B., Kainz B.: Natural Synthetic Anomalies for Self-supervised Anomaly Detection and Localization 17th European Conference on Computer Vision, ECCV 2022 (Tel Aviv, 23. October 2022 - 27. October 2022) In: Shai Avidan, Gabriel Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-031-19821-2_27
Tan J., Kart T., Hou B., Batten J., Kainz B.: MetaDetector: Detecting Outliers by Learning to Learn from Self-supervision 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021 (Strasbourg, FRA, 27. September 2021 - 1. October 2021) In: Marc Aubreville, David Zimmerer, Mattias Heinrich (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2022 DOI: 10.1007/978-3-030-97281-3_18
Zimmerer D., Full PM., Isensee F., Jaeger P., Adler T., Petersen J., Koehler G., Ross T., Reinke A., Kascenas A., Jensen BS., O'Neil AQ., Tan J., Hou B., Batten J., Qiu H., Kainz B., Shvetsova N., Fedulova I., Dylov D., Yu B., Zhai J., Hu J., Si R., Zhou S., Wang S., Li X., Chen X., Zhao Y., Marimont SN., Tarroni G., Saase V., Maier-Hein L., Maier-Hein K.: MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images In: IEEE Transactions on Medical Imaging41 (2022), p. 2728-2738 ISSN: 0278-0062 DOI: 10.1109/TMI.2022.3170077
Li L., Sinclair M., Makropoulos A., Hajnal J.V., David Edwards A., Kainz B., Rueckert D., Alansary A.: CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI 3rd International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2021, and the 6th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2021, held in conjunction with the 24th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2021 DOI: 10.1007/978-3-030-87735-4_21
Schmidtke L., Vlontzos A., Ellershaw S., Lukens A., Arichi T., Kainz B.: Unsupervised Human Pose Estimation through Transforming Shape Templates 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021 (Virtual, Online, USA, 19. June 2021 - 25. June 2021) In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition2021 DOI: 10.1109/CVPR46437.2021.00251
Budd S., Patkee P., Baburamani A., Rutherford M., Robinson EC., Kainz B.: Surface Agnostic Metrics for Cortical Volume Segmentation and Regression 3rd International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and 2nd International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020 (Lima, PER, 4. October 2020 - 8. October 2020) In: Seyed Mostafa Kia, Hassan Mohy-ud-Din, Ahmed Abdulkadir, Cher Bass, Mohamad Habes, Jane Maryam Rondina, Chantal Tax, Hongzhi Wang, Thomas Wolfers, Saima Rathore, Madhura Ingalhalikar (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-66843-3_1
Grzech D., Kainz B., Glocker B., le Folgoc L.: Image Registration via Stochastic Gradient Markov Chain Monte Carlo 2nd International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2020, and the 3rd International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2020, held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, PER, 8. October 2020 - 8. October 2020) In: Carole H. Sudre, Hamid Fehri, Tal Arbel, Christian F. Baumgartner, Adrian Dalca, Ryutaro Tanno, Koen Van Leemput, William M. Wells, Aristeidis Sotiras, Bartlomiej Papiez, Enzo Ferrante, Sarah Parisot (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-60365-6_1
Hinterreiter A., Streit M., Kainz B.: Projective Latent Interventions for Understanding and Fine-Tuning Classifiers 3rd International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, the 2nd International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2020, and the 5th International Workshop on Large-scale Annotation of Biomedical data and Expert Label Synthesis, LABELS 2020, held in conjunction with the 23rd International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2020 (Lima, PER, 4. October 2020 - 8. October 2020) In: Jaime Cardoso, Wilson Silva, Ricardo Cruz, Hien Van Nguyen, Badri Roysam, Nicholas Heller, Pedro Henriques Abreu, Jose Pereira Amorim, Ivana Isgum, Vishal Patel, Kevin Zhou, Steve Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Samaneh Abbasi, Diana Mateus, Emanuele Trucco (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-61166-8_2
Liu T., Meng Q., Vlontzos A., Tan J., Rueckert D., Kainz B.: Ultrasound Video Summarization Using Deep Reinforcement Learning 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, PER, 4. October 2020 - 8. October 2020) In: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-59716-0_46
Meng Q., Rueckert D., Kainz B.: Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment 1st International Workshop on Advances in Simplifying Medical UltraSound, ASMUS 2020, and the 5th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2020, held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, PER, 4. October 2020 - 8. October 2020) In: Yipeng Hu, Roxane Licandro, J. Alison Noble, Jana Hutter, Andrew Melbourne, Stephen Aylward, Esra Abaci Turk, Jordina Torrents Barrena, Jordina Torrents Barrena (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-60334-2_15
Miolane N., Guigui N., Le Brigant A., Mathe J., Hou B., Thanwerdas Y., Heyder S., Peltre O., Koep N., Zaatiti H., Hajri H., Cabanes Y., Gerald T., Chauchat P., Shewmake C., Brooks D., Kainz B., Donnat C., Holmes S., Pennec X.: Geomstats: A python package for riemannian geometry in machine learning In: Journal of Machine Learning Research21 (2020) ISSN: 1532-4435
Tan J., Au A., Meng Q., FinesilverSmith S., Simpson J., Rueckert D., Razavi R., Day T., Lloyd D., Kainz B.: Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening 1st International Workshop on Advances in Simplifying Medical UltraSound, ASMUS 2020, and the 5th International Workshop on Perinatal, Preterm and Paediatric Image Analysis, PIPPI 2020, held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020 (Lima, PER, 4. October 2020 - 8. October 2020) In: Yipeng Hu, Roxane Licandro, J. Alison Noble, Jana Hutter, Andrew Melbourne, Stephen Aylward, Esra Abaci Turk, Jordina Torrents Barrena, Jordina Torrents Barrena (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-60334-2_24
Tan J., Kainz B.: Divergent search for image classification behaviors 2020 Genetic and Evolutionary Computation Conference, GECCO 2020 (Cancun, MEX, 8. July 2020 - 12. July 2020) In: GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion2020 DOI: 10.1145/3377929.3389973
Vlontzos A., Budd S., Hou B., Rueckert D., Kainz B.: 3D Probabilistic Segmentation and Volumetry from 2D Projection Images 2nd International Workshop on Thoracic Image Analysis, TIA 2020 Held in Conjunction with Medical Image Computing and Computer-Assisted Intervention Conference, MICCAI 2020 (Lima, PER, 8. October 2020 - 8. October 2020) In: Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Sarah Gerard, Bianca Lassen-Schmidt, Colin Jacobs, Reinhard Beichel, Kensaku Mori (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2020 DOI: 10.1007/978-3-030-62469-9_5
Budd S., Sinclair M., Khanal B., Matthew J., Lloyd D., Gomez A., Toussaint N., Robinson EC., Kainz B.: Confident head circumference measurement from ultrasound with real-time feedback for sonographers 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 13. October 2019 - 17. October 2019) In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-32251-9_75
Chotzoglou E., Kainz B.: Exploring the relationship between segmentation uncertainty, segmentation performance and inter-observer variability with probabilistic networks 4th International Workshop on Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, LABELS 2019, the 1st International Workshop on Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, HAL-MICCAI 2019, and the 2nd International Workshop on Correction of Brainshift with Intra-Operative Ultrasound, CuRIOUS 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 17. October 2019 - 17. October 2019) In: Luping Zhou, Nicholas Heller, Yiyu Shi, Danny Chen, X. Sharon Hu, Yiming Xiao, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Matthieu Chabanas, Hassan Rivaz, Ingerid Reinertsen (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-33642-4_6
Holland R., Patel U., Lung P., Chotzoglou E., Kainz B.: Automatic detection of bowel disease with residual networks 2nd International Workshop on Predictive Intelligence in Medicine, PRIME 2019, held in conjunction with the 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 13. October 2019 - 13. October 2019) In: Islem Rekik, Ehsan Adeli, Sang Hyun Park (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-32281-6_16
Hou B., Vlontzos A., Alansary A., Rueckert D., Kainz B.: Flexible Conditional Image Generation of Missing Data with Learned Mental Maps 2nd International Workshop on Machine Learning for Medical Image Reconstruction, MLMIR 2019 held in Conjunction with 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 17. October 2019 - 17. October 2019) In: Florian Knoll, Andreas Maier, Daniel Rueckert, Jong Chul Ye (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-33843-5_13
Meng Q., Pawlowski N., Rueckert D., Kainz B.: Representation disentanglement for multi-task learning with application to fetal ultrasound 1st International Workshop on Smart Ultrasound Imaging, SUSI 2019, and the 4th International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 17. October 2019 - 17. October 2019) In: Qian Wang, Alberto Gomez, Jana Hutter, Alberto Gomez, Veronika Zimmer, Jana Hutter, Emma Robinson, Daan Christiaens, Andrew Melbourne, Kristin McLeod, Oliver Zettinig, Roxane Licandro, Esra Abaci Turk (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-32875-7_6
Tan J., Au A., Meng Q., Kainz B.: Semi-supervised learning of fetal anatomy from ultrasound 1st MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2019, and the 1st International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2019, held in conjunction with 22nd International Conference on Medical Image Computing and Computer- Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 13. October 2019 - 17. October 2019) In: Qian Wang, Fausto Milletari, Nicola Rieke, Hien V. Nguyen, Badri Roysam, Shadi Albarqouni, M. Jorge Cardoso, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Steve Jiang, Kevin Zhou, Khoa Luu, Ngan Le (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-33391-1_18
Vlontzos A., Alansary A., Kamnitsas K., Rueckert D., Kainz B.: Multiple landmark detection using multi-agent reinforcement learning 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 13. October 2019 - 17. October 2019) In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-32251-9_29
Wright R., Toussaint N., Gomez A., Zimmer V., Khanal B., Matthew J., Skelton E., Kainz B., Rueckert D., Hajnal JV., Schnabel JA.: Complete Fetal Head Compounding from Multi-view 3D Ultrasound 22nd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2019 (Shenzhen, CHN, 13. October 2019 - 17. October 2019) In: Dinggang Shen, Pew-Thian Yap, Tianming Liu, Terry M. Peters, Ali Khan, Lawrence H. Staib, Caroline Essert, Sean Zhou (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019 DOI: 10.1007/978-3-030-32248-9_43
2018
Alansary A., Le Folgoc L., Vaillant G., Oktay O., Li Y., Bai W., Passerat-Palmbach J., Guerrero R., Kamnitsas K., Hou B., Mcdonagh S., Glocker B., Kainz B., Rueckert D.: Automatic view planning with multi-scale deep reinforcement learning agents 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, Alejandro F. Frangi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00928-1_32
Cerrolaza JJ., Li Y., Biffi C., Gomez A., Sinclair M., Matthew J., Knight C., Kainz B., Rueckert D.: 3D fetal skull reconstruction from 2DUS via deep conditional generative networks 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, Alejandro F. Frangi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00928-1_44
Hou B., Miolane N., Khanal B., Lee MCH., Alansary A., Mcdonagh S., Hajnal JV., Rueckert D., Glocker B., Kainz B.: Computing CNN loss and gradients for pose estimation with Riemannian geometry 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, Alejandro F. Frangi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00928-1_85
Kainz B., Bhatia K., Vercauteren T., Oktay O.: RAMBO 2018 Preface In: David Snead, Emanuele Trucco, Danail Stoyanov, Zeike Taylor, Lena Maier-Hein, Nasir Rajpoot, Hrvoje Bogunovic, Francesco Ciompi, Mitko Veta, Mona K. Garvin, Xin Jan Chen, Anne Martel, Jeroen van der Laak, Yanwu Xu, Stephen McKenna (ed.): Image Analysis for Moving Organ, Breast, and Thoracic Images - Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Proceedings, Springer Verlag, 2018, p. VII- (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol.11040 LNCS)
Kamnitsas K., Bai W., Ferrante E., Mcdonagh S., Sinclair M., Pawlowski N., Rajchl M., Lee M., Kainz B., Rueckert D., Glocker B.: Ensembles of multiple models and architectures for robust brain tumour segmentation 3rd International Workshop on Brainlesion, BrainLes 2017 Held in Conjunction with Medical Image Computing for Computer Assisted Intervention , MICCAI 2017 (Quebec City, QC, CAN, 14. September 2017 - 14. September 2017) In: Bjoern Menze, Alessandro Crimi, Hugo Kuijf, Mauricio Reyes, Spyridon Bakas (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-319-75238-9_38
Khanal B., Gomez A., Toussaint N., Mcdonagh S., Zimmer V., Skelton E., Matthew J., Grzech D., Wright R., Gupta C., Hou B., Rueckert D., Schnabel JA., Kainz B.: EchoFusion: Tracking and reconstruction of objects in 4D freehand ultrasound imaging without external trackers 1st International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and 3rd International Workshop on Preterm, Perinatal, and Paediatric Image Analysis, PIPPI 2018 Held in Conjunction with 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 16. September 2018) In: Andrew Melbourne, Rosalind Aughwane, Emma Robinson, Roxane Licandro, Melanie Gau, Martin Kampel, Matthew DiFranco, Paolo Rota, Roxane Licandro, Pim Moeskops, Ernst Schwartz, Antonios Makropoulos (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00807-9_12
Li Y., Alansary A., Cerrolaza JJ., Khanal B., Sinclair M., Matthew J., Gupta C., Knight C., Kainz B., Rueckert D.: Fast multiple landmark localisation using a patch-based iterative network 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, Alejandro F. Frangi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00928-1_64
Li Y., Khanal B., Hou B., Alansary A., Cerrolaza JJ., Sinclair M., Matthew J., Gupta C., Knight C., Kainz B., Rueckert D.: Standard plane detection in 3D fetal ultrasound using an iterative transformation network 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger, Alejandro F. Frangi (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00928-1_45
Meng Q., Baumgartner C., Sinclair M., Housden J., Rajchl M., Gomez A., Hou B., Toussaint N., Zimmer V., Tan J., Matthew J., Rueckert D., Schnabel J., Kainz B.: Automatic shadow detection in 2D ultrasound images 1st International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and 3rd International Workshop on Preterm, Perinatal, and Paediatric Image Analysis, PIPPI 2018 Held in Conjunction with 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 16. September 2018) In: Andrew Melbourne, Rosalind Aughwane, Emma Robinson, Roxane Licandro, Melanie Gau, Martin Kampel, Matthew DiFranco, Paolo Rota, Roxane Licandro, Pim Moeskops, Ernst Schwartz, Antonios Makropoulos (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00807-9_7
Robinson R., Oktay O., Bai W., Valindria VV., Sanghvi MM., Aung N., Paiva JM., Zemrak F., Fung K., Lukaschuk E., Lee AM., Carapella V., Kim YJ., Kainz B., Piechnik SK., Neubauer S., Petersen SE., Page C., Rueckert D., Glocker B.: Real-Time Prediction of Segmentation Quality 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Alejandro F. Frangi, Gabor Fichtinger, Julia A. Schnabel, Carlos Alberola-López, Christos Davatzikos (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00937-3_66
Sinclair M., Baumgartner CF., Matthew J., Bai W., Martinez JC., Li Y., Smith S., Knight CL., Kainz B., Hajnal J., King AP., Rueckert D.: Human-level Performance on Automatic Head Biometrics in Fetal Ultrasound Using Fully Convolutional Neural Networks 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018 (Honolulu, HI, USA, 18. July 2018 - 21. July 2018) In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2018 DOI: 10.1109/EMBC.2018.8512278
Tanno R., Makropoulos A., Arslan S., Oktay O., Mischkewitz S., Al-Noor F., Oppenheimer J., Mandegaran R., Kainz B., Heinrich MP.: AutoDVT: Joint real-time classification for vein compressibility analysis in deep vein thrombosis ultrasound diagnostics 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 (Granada, ESP, 16. September 2018 - 20. September 2018) In: Gabor Fichtinger, Christos Davatzikos, Carlos Alberola-López, Alejandro F. Frangi, Julia A. Schnabel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018 DOI: 10.1007/978-3-030-00934-2_100
Cerrolaza JJ., Oktay O., Gomez A., Matthew J., Knight C., Kainz B., Rueckert D.: Fetal skull segmentation in 3D ultrasound via structured geodesic random forest International Workshop on Fetal and Infant Image Analysis, FIFI 2017 and 4th International Workshop on Ophthalmic Medical Image Analysis, OMIA 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 (Quebec City, QC, CAN, 14. September 2017 - 14. September 2017) In: M. Jorge Cardoso, Tal Arbel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017 DOI: 10.1007/978-3-319-67561-9_3
Hou B., Alansary A., McDonagh S., Davidson A., Rutherford M., Hajnal JV., Rueckert D., Glocker B., Kainz B.: Predicting slice-to-volume transformation in presence of arbitrary subject motion 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017 (Quebec City, QC, CAN, 11. September 2017 - 13. September 2017) In: Pierre Jannin, Simon Duchesne, Maxime Descoteaux, Alfred Franz, D. Louis Collins, Lena Maier-Hein (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017 DOI: 10.1007/978-3-319-66185-8_34
Mcdonagh S., Hou B., Alansary A., Oktay O., Kamnitsas K., Rutherford M., Hajnal JV., Kainz B.: Context-sensitive super-resolution for fast fetal magnetic resonance imaging 5th International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, 2nd International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017 and 1st International Stroke Workshop on Imaging and Treatment Challenges, SWITCH 2017 held in Conjunction with 20th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2017 (Quebec City, QC, CAN, 14. September 2017 - 14. September 2017) In: M. Jorge Cardoso, Tal Arbel (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017 DOI: 10.1007/978-3-319-67564-0_12
Toisoul A., Rueckert D., Kainz B.: Accessible GLSL shader programming 38th Annual Conference on European Association for Computer Graphics, EUROGRAPHICS 2017 (Lyon, FRA, 24. April 2017 - 28. April 2017) In: European Association for Computer Graphics - 38th Annual Conference, EUROGRAPHICS 2017 - Education Papers2017 DOI: 10.2312/eged.20171024
2016
Alansary A., Kamnitsas K., Davidson A., Khlebnikov R., Rajchl M., Malamateniou C., Rutherford M., Hajnal JV., Glocker B., Rueckert D., Kainz B.: Fast fully automatic segmentation of the human placenta from motion corrupted MRI In: Gozde Unal, Sebastian Ourselin, Leo Joskowicz, Mert R. Sabuncu, William Wells (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016 DOI: 10.1007/978-3-319-46723-8_68
Alansary A., Lee M., Keraudren K., Kainz B., Malamateniou C., Rutherford M., Hajnal JV., Glocker B., Rueckert D.: Automatic brain localization in fetal MRI using superpixel graphs 1st International Workshop on Machine Learning Meets Medical Imaging, MLMMI 2015 (Lille, FRA, 11. July 2015 - 11. July 2015) In: Kanwal K. Bhatia, Herve Lombaert (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015 DOI: 10.1007/978-3-319-27929-9_2
Bowles C., Nowlan NC., Hayat TTA., Malamateniou C., Rutherford M., Hajnal JV., Rueckert D., Kainz B.: Machine learning for the automatic localisation of foetal body parts in cine-MRI scans Medical Imaging 2015: Image Processing (Orlando, FL, USA, 24. February 2015 - 26. February 2015) In: Martin A. Styner, Sebastien Ourselin (ed.): Progress in Biomedical Optics and Imaging - Proceedings of SPIE2015 DOI: 10.1117/12.2081669
Egger J., Busse H., Brandmaier P., Seider D., Gawlitza M., Strocka S., Voglreiter P., Dokter M., Hofmann M., Kainz B., Chen X., Hann A., Boechat P., Yu W., Freisleben B., Alhonnoro T., Pollari M., Moche M., Schmalstieg D.: RFA-cut: Semi-automatic segmentation of radiofrequency ablation zones with and without needles via optimal s-t-cuts 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015 (Milan, ITA, 25. August 2015 - 29. August 2015) In: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS2015 DOI: 10.1109/EMBC.2015.7318883
Egger J., Busse H., Brandmaier P., Seider D., Gawlitza M., Strocka S., Voglreiter P., Dokter M., Hofmann M., Kainz B., Hann A., Chen X., Alhonnoro T., Pollari M., Schmalstieg D., Moche M.: Interactive Volumetry of Liver Ablation Zones In: Scientific Reports5 (2015), Article No.: 15373 ISSN: 2045-2322 DOI: 10.1038/srep15373
Kainz B., Alansary A., Malamateniou C., Keraudren K., Rutherford M., Hajnal JV., Rueckert D.: Flexible reconstruction and correction of unpredictable motion from stacks of 2D images 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015 (Munich, DEU, 5. October 2015 - 9. October 2015) In: Joachim Hornegger, Alejandro F. Frangi, William M. Wells, Alejandro F. Frangi, Nassir Navab, Joachim Hornegger, Nassir Navab, William M. Wells, William M. Wells, Alejandro F. Frangi, Joachim Hornegger, Nassir Navab (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015 DOI: 10.1007/978-3-319-24571-3_66
Kainz B., Malamateniou C., Ferrazzi G., Murgasova M., Egger J., Keraudren K., Rutherford M., Hajnal JV., Rueckert D.: Adaptive scan strategies for fetal MRI imaging using slice to volume techniques 12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 (Brooklyn, NY, USA, 16. April 2015 - 19. April 2015) In: Proceedings - International Symposium on Biomedical Imaging2015 DOI: 10.1109/ISBI.2015.7164004
Keraudren K., Kainz B., Oktay O., Kyriakopoulou V., Rutherford M., Hajnal JV., Rueckert D.: Automated localization of fetal organs in MRI using random forests with steerable features 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015 (Munich, DEU, 5. October 2015 - 9. October 2015) In: Alejandro F. Frangi, Nassir Navab, Joachim Hornegger, William M. Wells (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015 DOI: 10.1007/978-3-319-24574-4_74
Kainz B., Malamateniou C., Murgasova M., Keraudren K., Rutherford M., Hajnal JV., Rueckert D.: Motion corrected 3D reconstruction of the fetal thorax from prenatal MRI 17th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2014 (USA, 14. September 2014 - 18. September 2014) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014 DOI: 10.1007/978-3-319-10470-6_36
Kainz B., Voglreiter P., Sereinigg M., Wiederstein-Grasser I., Mayrhauser U., Köstenbauer S., Pollari M., Khlebnikov R., Seise M., Alhonnoro T., Häme Y., Seider D., Flanagan R., Bost C., Mühl J., O'Neill D., Peng T., Payne S., Rueckert D., Schmalstieg D., Moche M., Kolesnik M., Stiegler P., Portugaller RH.: High-resolution contrast enhanced multi-phase hepatic computed tomography data fromaporcine Radio-Frequency Ablation study 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014 (Beijing, CHN, 29. April 2014 - 2. May 2014) In: 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 20142014 DOI: 10.1109/isbi.2014.6867814
Kerbl B., Voglreiter P., Khlebnikov R., Schmalstieg D., Seider D., Moche M., Stiegler P., Portugaller RH., Kainz B.: Intervention planning of hepatocellular carcinoma radio-frequency ablations International Workshop on Clinical Image-Based Procedures: From Planning to Intervention, CLIP 2012 - Held in Conjunction with MICCAI 2012 (FRA, 5. October 2012 - 5. October 2012) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013 DOI: 10.1007/978-3-642-38079-2_2
Kainz B., Hauswiesner S., Reitmayr G., Steinberger M., Grasset R., Gruber L., Veas E., Kalkofen D., Seichter H., Schmalstieg D.: Omni kinect: Real-time dense volumetric data acquisition and applications 18th ACM Symposium on Virtual Reality Software and Technology, VRST 2012 (CAN, 10. December 2012 - 12. December 2012) In: Proceedings of the ACM Symposium on Virtual Reality Software and Technology, VRST2012
Kainz B., Portugaller RH., Seider D., Moche M., Stiegler P., Schmalstieg D.: Volume visualization in the clinical practice 6th International Workshop on Augmented Environments for Computer-Assisted Interventions, AE-CAI 2011, Held in Conjunction with the Medical Image Computing and Computer-Assisted Interventions, MICCAI 2011 (CAN, 22. September 2011 - 22. September 2011) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012 DOI: 10.1007/978-3-642-32630-1_8
Kainz B., Steinberger M., Hauswiesner S., Khlebnikov R., Kalkofen D., Schmalstieg D.: Using perceptual features to prioritize ray-based image generation 2011 15th ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, I3D'11 (USA, 18. February 2011 - 20. February 2011) In: Proceedings of the Symposium on Interactive 3D Graphics2011 DOI: 10.1145/1944745.1944795
Kainz B., Steinberger M., Hauswiesner S., Khlebnikov R., Schmalstieg D.: Stylization-based ray prioritization for guaranteed frame rates 9th International Symposium on Non-Photorealistic Animation and Rendering, NPAR 2011, Co-located with ACM SIGGRAPH 2011 (CAN, 5. August 2011 - 7. August 2011) In: NPAR Symposium on Non-Photorealistic Animation and Rendering2011 DOI: 10.1145/2024676.2024685
Alhonnoro T., Pollari M., Lilja M., Flanagan R., Kainz B., Muehl J., Mayrhauser U., Portugaller H., Stiegler P., Tscheliessnigg K.: Vessel segmentation for ablation treatment planning and simulation 13th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2010 (CHN, 20. September 2010 - 24. September 2010) In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2010 DOI: 10.1007/978-3-642-15705-9_6
Muehl J., Kainz B., Bornik A., Grabner M., Hauswiesner S., Schmalstieg D.: The future of volume graphics in medical virtual reality World Congress on Medical Physics and Biomedical Engineering: Image Processing, Biosignal Processing, Modelling and Simulation, Biomechanics (DEU, 7. September 2009 - 12. September 2009) In: IFMBE Proceedings2009 DOI: 10.1007/978-3-642-03882-2_357
Muehl JK., Kainz B., Portugaller HR., Stiegler PB., Bauer CH.: Computer oriented image acquisition of the liver: Toward a better numerical model for radiofrequency ablation 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 (USA, 2. September 2009 - 6. September 2009) In: Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 20092009 DOI: 10.1109/IEMBS.2009.5334539
