Praveer Singh
Praveer Singh
MGH / Harvard Medical School
Verified email at - Homepage
Cited by
Cited by
Unsupervised Representation Learning by Predicting Image Rotations
S Gidaris, P Singh, N Komodakis
International Conference on Learning Representations, 2018
Cloud-GAN: Cloud removal for sentinel-2 imagery using a cyclic consistent generative adversarial networks
P Singh, N Komodakis
International Geoscience and Remote Sensing Symposium, 2018
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
Federated learning for breast density classification: A real-world implementation
HR Roth, K Chang, P Singh, N Neumark, W Li, V Gupta, S Gupta, L Qu, ...
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
Automated assessment and tracking of COVID-19 pulmonary disease severity on chest radiographs using convolutional siamese neural networks
MD Li, NT Arun, M Gidwani, K Chang, F Deng, BP Little, DP Mendoza, ...
Radiology: Artificial Intelligence 2 (4), e200079, 2020
Deep tone mapping operator for high dynamic range images
A Rana, P Singh, G Valenzise, F Dufaux, N Komodakis, A Smolic
IEEE Transactions on Image Processing 29, 1285-1298, 2019
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging
MD Li, K Chang, B Bearce, CY Chang, AJ Huang, JP Campbell, ...
NPJ digital medicine 3 (1), 48, 2020
Autonomous robotic system for tunnel structural inspection and assessment
K Loupos, AD Doulamis, C Stentoumis, E Protopapadakis, K Makantasis, ...
International Journal of Intelligent Robotics and Applications, 1-24, 2017
Unsupervised representation learning by predicting image rotations. arXiv 2018
S Gidaris, P Singh, N Komodakis
arXiv preprint arXiv:1803.07728, 1803
Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks
MD Li, NT Arun, M Gidwani, K Chang, F Deng, BP Little, DP Mendoza, ...
MedRxiv, 2020.05. 20.20108159, 2020
Applications of artificial intelligence for retinopathy of prematurity screening
JP Campbell, P Singh, TK Redd, JM Brown, PK Shah, P Subramanian, ...
Pediatrics 147 (3), 2021
Multi-institutional assessment and crowdsourcing evaluation of deep learning for automated classification of breast density
K Chang, AL Beers, L Brink, JB Patel, P Singh, NT Arun, KV Hoebel, ...
Journal of the American College of Radiology 17 (12), 1653-1662, 2020
Radiomics repeatability pitfalls in a scan-rescan MRI study of glioblastoma
KV Hoebel, JB Patel, AL Beers, K Chang, P Singh, JM Brown, MC Pinho, ...
Radiology: Artificial Intelligence 3 (1), e190199, 2020
A multilayer Markovian model for change detection in aerial image pairs with large time differences
P Singh, Z Kato, J Zerubia
2014 22nd International Conference on Pattern Recognition, 924-929, 2014
Deep learning for the diagnosis of stage in retinopathy of prematurity: accuracy and generalizability across populations and cameras
JS Chen, AS Coyner, S Ostmo, K Sonmez, S Bajimaya, E Pradhan, ...
Ophthalmology Retina 5 (10), 1027-1035, 2021
Assessing the validity of saliency maps for abnormality localization in medical imaging
NT Arun, N Gaw, P Singh, K Chang, KV Hoebel, J Patel, M Gidwani, ...
arXiv preprint arXiv:2006.00063, 2020
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
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
Method and device for registering an image to a model
P Singh, K Varanasi, P Jouet
EP Patent App. PCT/EP2015/069,308, 2016
Single-examination risk prediction of severe retinopathy of prematurity
AS Coyner, JS Chen, P Singh, RL Schelonka, BK Jordan, CT McEvoy, ...
Pediatrics 148 (6), 2021
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