Suprosanna Shit
Suprosanna Shit
Doctoral Candidate, Technical University Munich
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Zitiert von
Zitiert von
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
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
Infrared imaging based hyperventilation monitoring through respiration rate estimation
A Basu, A Routray, R Mukherjee, S Shit
Infrared Physics & Technology 77, 382-390, 2016
Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation
F Navarro*, S Shit*, I Ezhov, J Paetzold, A Gafita, J Peeken, S Combs, ...
MLMI, MICCAI 2019, 620-627, 2019
Verse: a vertebrae labelling and segmentation benchmark
A Sekuboyina, A Bayat, ME Husseini, M Löffler, M Rempfler, J Kukačka, ...
arXiv preprint arXiv:2001.09193, 2020
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
clDice -- a Topology-Preserving Loss Function for Tubular Structure Segmentation
S Shit*, JC Paetzold*, A Sekuboyina, A Zhylka, I Ezhov, A Unger, ...
CVPR 2021, 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
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
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
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
Implicit Neural Solver for Time-dependent Linear PDEs with Convergence Guarantee
S Shit, A Ravi, I Ezhov, J Lipkova, M Piraud, B Menze
NeurIPS 2019 Workshop on Machine Learning with Guarantees, 2019
A baseline for predicting glioblastoma patient survival time with classical statistical models and primitive features ignoring image information
F Kofler, JC Paetzold, I Ezhov, S Shit, D Krahulec, JS Kirschke, C Zimmer, ...
Brainlesion Workshop, MICCAI 2019, 254-261, 2019
Phasesplit: A Variable Splitting Framework for Phase Retrieval
S Mukherjee*, S Shit*, CS Seelamantula
ICASSP 2018, 2018
Palmprint authentication technique using fuzzy embedded radon transform and Collaborative Representation based Classifier
S Shit, S Datta, S Chakravorti, S Bandopadhyay, A Chatterjee
2015 International Conference on Communications and Signal Processing (ICCSP …, 2015
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
A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset
K Payette, P de Dumast, H Kebiri, I Ezhov, JC Paetzold, S Shit, A Iqbal, ...
arXiv preprint arXiv:2010.15526, 2020
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, 77-84, 2020
Geometry-aware neural solver for fast Bayesian calibration of brain tumor models
I Ezhov, T Mot, S Shit, J Lipkova, JC Paetzold, F Kofler, F Navarro
arXiv preprint arXiv:2009.04240, 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
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