Concepedia

Praveer Singh

PS

Statistics

Publications

41

Citations

3.6K

H-Index

27

Active since

2009

Affiliations

Massachusetts General Hospital(Current)

Athinoula A. Martinos Center for Biomedical Imaging

Oregon Health & Science University

Harvard University

University of Illinois Chicago

Praveer Singh is an author at Massachusetts General Hospital specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningMedicineRadiologyData ScienceImage AnalysisMachine VisionComputer VisionMedical Image Computing

Publications per year

2009–2023

41

Publications

41

Unsupervised Representation Learning by Predicting Image Rotations

Spyros Gidaris, Praveer Singh, Nikos Komodakis · arXiv (Cornell University) · 2018 · 1.5K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +18

Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Nishanth Arun, Nathan Gaw, Praveer Singh et al. · Radiology Artificial Intelligence · 2021 · 247 citations · Full text

Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks

Praveer Singh, Nikos Komodakis · 2018 · 196 citations

Engineering, Machine Learning, Thin Cloud Removal +19

Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs Using Convolutional Siamese Neural Networks

Matthew Li, Nishanth Arun, Mishka Gidwani et al. · Radiology Artificial Intelligence · 2020 · 155 citations · Full text

Deep Tone Mapping Operator for High Dynamic Range Images

Aakanksha Rana, Praveer Singh, Giuseppe Valenzise et al. · IEEE Transactions on Image Processing · 2019 · 133 citations · Full text

Machine Vision, Machine Learning, Image Analysis +15

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