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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
122*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
63*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
422015
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 Computer Vision and …, 2021
36*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
36*2019
Infrared imaging based hyperventilation monitoring through respiration rate estimation
A Basu, A Routray, R Mukherjee, S Shit
Infrared Physics & Technology 77, 382-390, 2016
252016
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
19*2020
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
18*2021
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
162021
Relation transformer network
R Koner, S Shit, V Tresp
arXiv preprint arXiv:2004.06193, 2020
162020
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
152019
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
132017
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
102014
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
9*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
92020
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
8*2021
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
62021
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
6*2019
Cranial Implant Prediction Using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement
A Bayat, S Shit, A Kilian, JT Liechtenstein, JS Kirschke, BH Menze
Cranial Implant Design Challenge, MICCAI 2020, 77-84, 2020
52020
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
4*2021
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