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Praveer Singh
Praveer Singh
Assistant Professor, University of Colorado School of Medicine
Email confirmado em cuanschutz.edu - Página inicial
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Unsupervised Representation Learning by Predicting Image Rotations
S Gidaris, P Singh, N Komodakis
International Conference on Learning Representations, 2018
35202018
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
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
1762018
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
1752020
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
1242020
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
1102019
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
972020
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
782017
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
662021
Unsupervised representation learning by predicting image rotations. arXiv 2018
S Gidaris, P Singh, N Komodakis
arXiv preprint arXiv:1803.07728, 1803
491803
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
432020
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
412020
SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging
M Zhang, L Qu, P Singh, J Kalpathy-Cramer, DL Rubin
IEEE Journal of Biomedical and Health Informatics 26 (9), 4635-4644, 2022
382022
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
372020
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
352021
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
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
292014
Artificial intelligence for retinopathy of prematurity: validation of a vascular severity scale against international expert diagnosis
JP Campbell, MF Chiang, JS Chen, DM Moshfeghi, E Nudleman, ...
Ophthalmology 129 (7), e69-e76, 2022
272022
External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low-and Middle-Income Populations
AS Coyner, MA Oh, PK Shah, P Singh, S Ostmo, NG Valikodath, E Cole, ...
JAMA ophthalmology 140 (8), 791-798, 2022
242022
Federated learning for multicenter collaboration in ophthalmology: improving classification performance in retinopathy of prematurity
C Lu, A Hanif, P Singh, K Chang, AS Coyner, JM Brown, S Ostmo, ...
Ophthalmology Retina 6 (8), 657-663, 2022
242022
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