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Usma Niyaz
Institution:
Indian Institute of Technology Ropar
Observed institutions:
Indian Institute of Technology Ropar,
Central University of Jammu
ORCID:
0009-0001-6083-4272
Observed ORCID:
0009-0001-6083-4272
OpenAlex ID:
A5103240221
MRI-to-PET cross-modality translation using globally & locally aware GAN (GLA-GAN) for multi-modal diagnosis of Alzheimer’s disease
2025
·
Apoorva Sikka
, Skand Peri
, et al.
·
The Journal of Precision Medicine Health and Disease
·
61
Understanding calibration of deep neural networks for medical image classification
2023
·
Abhishek Singh Sambyal
, Usma Niyaz
, et al.
·
Computer Methods and Programs in Biomedicine
·
54
PDF
Advances in Deep Learning Techniques for Medical Image Analysis
2018
·
Usma Niyaz
, Abhishek Singh Sambyal
, et al.
·
International Conference on Parallel, Distributed and Grid Computing (PDGC)
·
34
Augmenting Knowledge Distillation with Peer-to-Peer Mutual Learning for Model Compression
2022
·
Usma Niyaz
, Deepti R. Bathula
·
IEEE International Symposium on Biomedical Imaging (ISBI)
·
11
PDF
LS+: Informed Label Smoothing for Improving Calibration in Medical Image Classification
2024
·
Abhishek Singh Sambyal
, Usma Niyaz
, et al.
·
Lecture notes in computer science
·
9
Leveraging different learning styles for improved knowledge distillation in biomedical imaging
2023
·
Usma Niyaz
, Abhishek Singh Sambyal
, et al.
·
Computers in Biology and Medicine
·
6
PDF
Prototypical aggregate network - boosting few-shot learning for medical image classification
2026
·
Ranjana Roy Chowdhury
, Usma Niyaz
, et al.
·
Multimedia Tools and Applications
·
3
Evaluation of Deep Learning Model with Optimizing and Satisficing Metrics for Lung Segmentation
2019
·
Usma Niyaz
, Abhishek Singh Sambyal
, et al.
·
Advances in intelligent systems and computing
·
3
SHAPER: SHape-Aware Parameter-Efficient Representation learning for medical image segmentation
2026
·
Usma Niyaz
, Abhishek Singh Sambyal
, et al.
·
Knowledge-Based Systems
·
1
Wavelet-Based Feature Compression for Improved Knowledge Distillation
2024
·
Usma Niyaz
, Abhishek Singh Sambyal
, et al.
·
IEEE International Symposium on Biomedical Imaging (ISBI)
·
1
Shapedistill: shape-constrained knowledge distillation for medical segmentation
2026
·
Usma Niyaz
, Deepti R. Bathula
·
International Conference on Machine Vision
Dual-Level Adaptive Sampling for Enhanced Few-Shot Medical Image Classification
2025
·
Ranjana Roy Chowdhury
, Usma Niyaz
, et al.
·
IEEE Symposium on Computers & Informatics (ISCI)
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Works count:
12
Citation count:
183
H-index:
6
I10-index:
4
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