Evaluation of Deep Learning Model with Optimizing and Satisficing Metrics for Lung Segmentation. - Usma Niyaz; Abhishek Singh Sambyal; Devanand Padha (SocProS (1), 2018)

Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks. - Abhishek Singh Sambyal; Narayanan C. Krishnan; Deepti R. Bathula (ISBI, 2022)

Understanding calibration of deep neural networks for medical image classification. - Abhishek Singh Sambyal; Usma Niyaz; Narayanan C. Krishnan; Deepti R. Bathula (Comput. Methods Programs Biomed., 2023)

Mutually Exclusive Multi-Modal Approach for Parkinson's Disease Classification. - Arunava Chaudhuri; Abhishek Singh Sambyal; Deepti R. Bathula (BIOSTEC (1), 2024)

Wavelet-Based Feature Compression for Improved Knowledge Distillation. - Usma Niyaz; Abhishek Singh Sambyal; Deepti R. Bathula (ISBI, 2024)

LS+: Informed Label Smoothing for Improving Calibration in Medical Image Classification. - Abhishek Singh Sambyal; Usma Niyaz; Saksham Shrivastava; Narayanan C. Krishnan; Deepti R. Bathula (MICCAI (10), 2024)

Leveraging different learning styles for improved knowledge distillation in biomedical imaging. - Usma Niyaz; Abhishek Singh Sambyal; Deepti R. Bathula (Comput. Biol. Medicine, 2024)