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Mehak Aggarwal
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Assessing the trustworthiness of saliency maps for localizing abnormalities in medical imaging
N Arun, N Gaw, P Singh, K Chang, M Aggarwal, B Chen, K Hoebel, ...
Radiology: Artificial Intelligence 3 (6), e200267, 2021
2002021
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
322022
MedRxiv
Y Li, Z Xie, W Lin, W Cai, C Wen, Y Guan, X Mo, J Wang, Y Wang, P Peng, ...
322020
Addressing catastrophic forgetting for medical domain expansion
S Gupta, P Singh, K Chang, L Qu, M Aggarwal, N Arun, A Vaswani, ...
arXiv preprint arXiv:2103.13511, 2021
152021
Improvement and multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19
MD Li, NT Arun, M Aggarwal, S Gupta, P Singh, BP Little, DP Mendoza, ...
MedRxiv, 2020.09. 15.20195453, 2020
152020
Segmentation, survival prediction, and uncertainty estimation of gliomas from multimodal 3D MRI using selective kernel networks
J Patel, K Chang, K Hoebel, M Gidwani, N Arun, S Gupta, M Aggarwal, ...
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
112021
Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19
MD Li, NT Arun, M Aggarwal, S Gupta, P Singh, BP Little, DP Mendoza, ...
Medicine 101 (29), e29587, 2022
92022
Assessing the (Un) Trustworthiness of saliency maps for localizing abnormalities in medical imaging. arXiv
N Arun, N Gaw, P Singh, K Chang, M Aggarwal, B Chen
arXiv preprint arXiv:2008.02766, 2020
92020
The unreasonable effectiveness of batch-norm statistics in addressing catastrophic forgetting across medical institutions
S Gupta, P Singh, K Chang, M Aggarwal, N Arun, L Qu, K Hoebel, J Patel, ...
arXiv preprint arXiv:2011.08096, 2020
32020
Towards trainable saliency maps in medical imaging
M Aggarwal, N Arun, S Gupta, A Vaswani, B Chen, M Li, K Chang, J Patel, ...
arXiv preprint arXiv:2011.07482, 2020
32020
A Fuzzy Model for Evaluating the Maintainability of Object Oriented System Using MOOD Metrics
G Kaur, M Aggarwal
12014
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Articles 1–11