| Machine learning analysis of whole mouse brain vasculature MI Todorov, JC Paetzold, O Schoppe, G Tetteh, S Shit, V Efremov, ... Nature Methods 17 (4), 442-449, 2020 | 186* | 2020 |
| VerSe: A vertebrae labelling and segmentation benchmark for multi-detector CT images A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ... Medical Image Analysis, 102166, 2021 | 100* | 2021 |
| clDice-a novel topology-preserving loss function for tubular structure segmentation S Shit*, JC Paetzold*, A Sekuboyina, I Ezhov, A Unger, A Zhylka, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 80 | 2021 |
| Human emotion recognition from facial thermal image based on fused statistical feature and multi-class SVM A Basu, A Routray, S Shit, AK Deb 2015 Annual IEEE India Conference (INDICON), 1-5, 2015 | 48 | 2015 |
| An automatic multi-tissue human fetal brain segmentation benchmark using the Fetal Tissue Annotation Dataset K Payette, P de Dumast, H Kebiri, I Ezhov, JC Paetzold, S Shit, A Iqbal, ... Scientific Data 8 (1), 1-14, 2021 | 47* | 2021 |
| Shape-aware complementary-task learning for multi-organ segmentation F Navarro*, S Shit*, I Ezhov, J Paetzold, A Gafita, JC Peeken, SE Combs, ... International Workshop on Machine Learning in Medical Imaging, 620-627, 2019 | 47* | 2019 |
| Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI. AB Qasim, I Ezhov, S Shit, O Schoppe, JC Paetzold, A Sekuboyina, ... Proceedings of Machine Learning Research 1, 14, 2020 | 37* | 2020 |
| Infrared imaging based hyperventilation monitoring through respiration rate estimation A Basu, A Routray, R Mukherjee, S Shit Infrared Physics & Technology 77, 382-390, 2016 | 28 | 2016 |
| Relation transformer network R Koner, S Shit, V Tresp arXiv preprint arXiv:2004.06193, 2020 | 24 | 2020 |
| Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge KM Timmins, IC van der Schaaf, E Bennink, YM Ruigrok, X An, ... NeuroImage 238, 118216, 2021 | 23 | 2021 |
| Neural parameters estimation for brain tumor growth modeling I Ezhov, J Lipkova, S Shit, F Kofler, N Collomb, B Lemasson, E Barbier, ... MICCAI 2019, 787-795, 2019 | 20* | 2019 |
| AutoImplant 2020-first MICCAI challenge on automatic cranial implant design J Li, P Pimentel, A Szengel, M Ehlke, H Lamecker, S Zachow, L Estacio, ... IEEE transactions on medical imaging 40 (9), 2329-2342, 2021 | 19 | 2021 |
| Self-Supervised Pretext Tasks in Model Robustness & Generalizability: A Revisit from Medical Imaging Perspective F Navarro, C Watanabe, S Shit, A Sekuboyina, JC Peeken, SE Combs, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 17* | 2022 |
| Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient F Kofler, I Ezhov, F Isensee, F Balsiger, C Berger, M Koerner, J Paetzold, ... arXiv preprint arXiv:2103.06205, 2021 | 17* | 2021 |
| Training-free, single-image super-resolution using a dynamic convolutional network A Bhowmik*, S Shit*, CS Seelamantula IEEE Signal Processing Letters 25 (1), 85-89, 2017 | 17 | 2017 |
| Geometry-aware neural solver for fast Bayesian calibration of brain tumor models I Ezhov, T Mot, S Shit, J Lipkova, JC Paetzold, F Kofler, C Pellegrini, ... IEEE Transactions on Medical Imaging, 2021 | 14* | 2021 |
| A low cost data acquisition system from digital display instruments employing image processing technique S Ghosh, S Shit 2014 International Conference on Advances in Computing, Communications and …, 2014 | 14 | 2014 |
| Whole Brain Vessel Graphs: A Dataset and Benchmark for Graph Learning and Neuroscience JC Paetzold, J McGinnis, S Shit, I Ezhov, P Büschl, C Prabhakar, ... NeurIPS Dataset 2021, 2021 | 12* | 2021 |
| A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images S Gerl, JC Paetzold, H He, I Ezhov, S Shit, F Kofler, A Bayat, G Tetteh, ... MICCAI 2020, 309-319, 2020 | 11 | 2020 |
| clDice-a Novel Connectivity-Preserving Loss Function for Vessel Segmentation JC Paetzold*, S Shit*, I Ezhov, G Tetteh, A Ertürk, B Menze Medical Imaging Meets NeurIPS 2019, 2019 | 8* | 2019 |
Bjoern H MenzeUniversität ZürichVerified email at uzh.ch
