Professur für Image Data Exploration and Analysis

Video Summarization Through Reinforcement Learning with a 3D Spatiooral U-Net (2022) Liu T, Meng Q, Huang JJ, Vlontzos A, Rueckert D, Kainz B Journal article RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting (2021) Hou B, Kaissis G, Summers R, Kainz B Authored book, Volume of book series PialNN: A Fast Deep Learning Framework for Cortical Pial Surface Reconstruction (2021) Kainz B Authored book, Volume of book series Non-invasive diagnosis of deep vein thrombosis from ultrasound imaging with machine learning (2021) Kainz B, Heinrich MP, Makropoulos A, Oppenheimer J, Mandegaran R, Sankar S, Deane C, et al. Journal article, Original article Detecting Outliers with Poisson Image Interpolation (2021) Tan J, Hou B, Day TG, Simpson JM, Rueckert D, Kainz B Authored book, Volume of book series CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI (2021) Kainz B Conference contribution, Original article Contrastive Learning for View Classification of Echocardiograms (2021) Kainz B Authored book, Volume of book series Can Non-specialists Provide High Quality Gold Standard Labels in Challenging Modalities? (2021) Budd S, Day TG, Simpson JM, Lloyd K, Matthew J, Skelton E, Razavi R, Kainz B Authored book, Volume of book series Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation (2021) Reynaud H, Vlontzos A, Hou B, Beqiri A, Leeson P, Kainz B Authored book, Volume of book series Detecting Hypo-plastic Left Heart Syndrome in Fetal Ultrasound via Disease-Specific Atlas Maps (2021) Budd S, Sinclair M, Day TG, Vlontzos A, Tan J, Liu T, Matthew J, et al. Authored book, Volume of book series