Praveer Singh

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Nikos KomodakisAssistant Professor, Computer Science Department, University of CreteVerified email at csd.uoc.gr
Jayashree Kalpathy-CramerMGH/Harvard Medical SchoolVerified email at mgh.harvard.edu
Ken ChangMD-PhD Candidate, Harvard-MIT Division of Health Sciences & TechnologyVerified email at hms.harvard.edu
Matthew D. Li, MDMassachusetts General Hospital / Harvard Medical SchoolVerified email at partners.org
Spyros GidarisResearch scientist at valeo.aiVerified email at valeo.com
Katharina HoebelMD, PhD-candidate Harvard-MIT Division of Health Sciences and TechnologyVerified email at mit.edu
J Peter CampbellOregon Health & Science UniversityVerified email at ohsu.edu
Michael F. ChiangDirector, National Eye Institute, National Institutes of HealthVerified email at nih.gov
Nathan GawPostdoctoral Scholar, Industrial and Systems Engineering (ISyE), Georgia Institute of TechnologyVerified email at gatech.edu
James M. BrownSenior Lecturer | University of LincolnVerified email at lincoln.ac.uk
Nikolaos DoulamisNational Technical University of AthensVerified email at cs.ntua.gr
Alberto RoncagliaResearcher, National Research Council of ItalyVerified email at bo.imm.cnr.it
Christos StentoumisNational Technical University of AthensVerified email at mail.ntua.gr
Eftychios ProtopapadakisNational Technical University of AthensVerified email at isc.tuc.gr
Roberto MonteroResearch Assisstant, Universidad Carlos III de Madrid (UC3M)Verified email at pa.uc3m.es
Luca BelsitoCNR IMMVerified email at bo.imm.cnr.it
Juan G VictoresPhD - Associate Professor, Universidad Carlos III de Madrid (UC3M)Verified email at ing.uc3m.es
Anastasios DoulamisNational Technical University of AthensVerified email at cs.ntua.gr
Konstantinos MakantasisPost-Doctoral Researcher, Institute of Digital Games, University of MaltaVerified email at um.edu.mt
Carlos BalaguerFull Professor, University Carlos III of MadridVerified email at ing.uc3m.es

Praveer Singh

MGH / Harvard Medical School

Verified email at mgh.harvard.edu - Homepage

Deep Learning Medical Imaging Retinopathy of Prematurity Distributed Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Unsupervised Representation Learning by Predicting Image Rotations S Gidaris, P Singh, N Komodakis International Conference on Learning Representations, 2018	802	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	48	2018
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	30	2017
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	24	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	22	2019
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	18	2014
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	16	2020
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), 1-9, 2020	12	2020
Assessing the (un) trustworthiness of saliency maps for localizing abnormalities in medical imaging N Arun, N Gaw, P Singh, K Chang, M Aggarwal, B Chen, K Hoebel, ... arXiv preprint arXiv:2008.02766, 2020	10	2020
Comparison of outputs for dry EDM and EDM with oil: a review P Singh, AK Chaudhary, T Singh, AK Rana International Journal for Research in Emerging Science and Technology 2 (6 …, 2015	10	2015
Method and device for registering an image to a model P Singh, K Varanasi, P Jouet EP Patent App. PCT/EP2015/069,308, 2016	7*	2016
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	5	2020
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	5	2020
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	4	2020
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	4	2020
Improving recognition of complex aerial scenes using a deep weakly supervised learning paradigm P Singh, N Komodakis Geoscience and Remote Sensing Letters (GRSL), 2018	4	2018
Effective building extraction by learning to detect and correct erroneous labels in segmentation mask P Singh, N Komodakis International Geoscience and Remote Sensing Symposium, 2018	2	2018
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	1	2021
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	1	2020
Towards Trainable Saliency Maps in Medical Imaging M Aggarwal, N Arun, S Gupta, A Vaswani, B Chen, M Li, K Chang, J Patel, ... arXiv preprint arXiv:2011.07482, 2020	1	2020

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