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Sumedha Singla
Sumedha Singla
Email verificata su pitt.edu
Titolo
Citata da
Citata da
Anno
Explanation by progressive exaggeration
S Singla, B Pollack, J Chen, K Batmanghelich
arXiv preprint arXiv:1911.00483, 2019
1052019
Explaining the black-box smoothly—a counterfactual approach
S Singla, M Eslami, B Pollack, S Wallace, K Batmanghelich
Medical Image Analysis 84, 102721, 2023
452023
Subject2Vec: generative-discriminative approach from a set of image patches to a vector
S Singla, M Gong, S Ravanbakhsh, F Sciurba, B Poczos, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
202018
Using causal analysis for conceptual deep learning explanation
S Singla, S Wallace, S Triantafillou, K Batmanghelich
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
182021
Improving clinical disease subtyping and future events prediction through a chest CT‐based deep learning approach
S Singla, M Gong, C Riley, F Sciurba, K Batmanghelich
Medical physics 48 (3), 1168-1181, 2021
142021
Self-supervised vessel enhancement using flow-based consistencies
R Jena, S Singla, K Batmanghelich
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
82021
Explaining the Black-Bo x Smoothly-a Counterfactual Approach, 2021
S Singla, B Pollack, S Wallace, K Batmanghelich
URL https://arxiv. org/abs/2101.04230, 0
5
International Conference on Medical Image Computing and Computer-Assisted Intervention
S Singla, M Gong, S Ravanbakhsh, F Sciurba, B Poczos, ...
32018
Augmentation by Counterfactual Explanation-Fixing an Overconfident Classifier
S Singla, N Murali, F Arabshahi, S Triantafyllou, K Batmanghelich
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
22023
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation
S Singla
arXiv preprint arXiv:2209.02929, 2022
12022
Deep Learning for Medical Imaging
S Singla
University of Pittsburgh, 2022
2022
Incorporating External Information in Tissue Subtyping: A Topic Modeling Approach
A Saeedi, P Yadollahpour, S Singla, B Pollack, W Wells, F Sciurba, ...
Machine Learning for Healthcare Conference, 478-505, 2021
2021
Empowering Variational Inference with Predictive Features: Application to Disease Suptypying
A Saeedi, P Yadollahpour
Proceedings of Machine Learning Research, 2021
2021
Kernel Selection and Dimensionality Reduction in SVM Classification of Autism Spectrum Disorders
M Hromatka, S Singla, S Chandramouli, Y Shen
Statistical Shape Modeling to Quantify and Comparison of Proximal Femoral Cortical Bone Thickness between Patients with Femoroacetabular Impingement and Normal Hips Analyzed by …
P Atkins
Generative Interpretability: Application in Disease Subtyping
P Yadollahpour, A Saeedi, S Singla, FC Sciurba, K Batmanghelich
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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