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Sumedha Singla
Sumedha Singla
Verified email at pitt.edu
Title
Cited by
Cited by
Year
Explanation by progressive exaggeration
S Singla, B Pollack, J Chen, K Batmanghelich
arXiv preprint arXiv:1911.00483, 2019
592019
Explaining the black-box smoothly-a counterfactual approach
S Singla, B Pollack, S Wallace, K Batmanghelich
arXiv preprint arXiv:2101.04230, 2021
142021
Subject2Vec: generative-discriminative approach from a set of image patches to a vector
S Singla, M Gong, S Ravanbakhsh, F Sciurba, B Poczos, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
122018
Using causal analysis for conceptual deep learning explanation
S Singla, S Wallace, S Triantafillou, K Batmanghelich
International Conference on Medical Image Computing and Computer-Assisted …, 2021
82021
Self-supervised vessel enhancement using flow-based consistencies
R Jena, S Singla, K Batmanghelich
International Conference on Medical Image Computing and Computer-Assisted …, 2021
62021
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
42021
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation
S Singla
arXiv preprint arXiv:2209.02929, 2022
2022
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
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Articles 1–13