Praveer Singh
机构: Assistant Professor, University of Colorado School of Medicine
主页: linkedin.com
每年引用次数
引用次数
引用: 5,421
H-指数: 23
I10-指数 : 33
出版物: 88
Unsupervised Representation Learning by Predicting Image Rotations
Nikos Komodakis , Spyros Gidaris , Praveer Singh
international conference on learning representations
2,415
2018
Deep Tone Mapping Operator for High Dynamic Range Images
Nikos Komodakis , Giuseppe Valenzise , Aljosa Smolic , Frederic Dufaux
IEEE Transactions on Image Processing 29 ( 1) 1285 -1298
81
2020
Analysis of the relationship between retinopathy of prematurity zone, stage, extent and a deep learning-based vascular severity scale
J Peter Campbell , Robison Vernon Paul Chan , Susan Ostmo , Jamie Anderson
Investigative Ophthalmology & Visual Science 61 ( 7) 2193 -2193
2020
Retinal Fundus Image Generation in Retinopathy of Prematurity Using Autoregressive Generative Models
Jayashree Kalpathy-Cramer , Aaron S Coyner , Kemal Sonmez , Michael F. Chiang
Investigative Ophthalmology & Visual Science 61 ( 7) 2166 -2166
2020
Utility of an automated deep learning tool in a low-income country for retinopathy of prematurity
Nita Valikodath , Emily Cole , Tala Al-Khaled , Sanyam Bajimaya
Investigative Ophthalmology & Visual Science 61 ( 7) 1637 -1637
2020
Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras.
Jayashree Kalpathy-Cramer , Sanyam Bajimaya , Aaron S Coyner , Susan Ostmo
Ophthalmology Retina
2021
Applications of Artificial Intelligence for Retinopathy of Prematurity Screening.
Jayashree Kalpathy-Cramer , Susan Ostmo , Narendran Venkatapathy , R.V. Paul Chan
Pediatrics 147 ( 3)
1
2021
Segmentation, Survival Prediction, and Uncertainty Estimation of Gliomas from Multimodal 3D MRI Using Selective Kernel Networks.
Jayashree Kalpathy-Cramer , Jay B. Patel , Elizabeth R. Gerstner , Bruce R. Rosen
BrainLes@MICCAI (2) 228 -240
5
2020
Effective Building Extraction by Learning to Detect and Correct Erroneous Labels in Segmentation Mask
Praveer Singh , Nikos Komodakis
international geoscience and remote sensing symposium 1288 -1291
1
2018
Automated assessment and tracking of COVID-19 pulmonary disease severity on chest radiographs using convolutional siamese neural networks
Matthew D Li , Nishanth T Arun , Mishka Gidwani , Ken Chang
Radiology: Artificial Intelligence 2 ( 4) 1 -39
24
2020
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.
Matthew D Li , Ken Chang , Ben Bearce , Connie Y Chang
npj Digital Medicine 3 ( 1) 48
61
2020
Autonomous robotic system for tunnel structural inspection and assessment
Konstantinos Loupos , Anastasios D. Doulamis , Christos Stentoumis , Eftychios Protopapadakis
robotics and applications 2 ( 1) 43 -66
53
2018
Federated Learning for Breast Density Classification: A Real-World Implementation.
Holger R Roth , Ken Chang , Praveer Singh , Nir Neumark
DART/DCL@MICCAI 181 -191
93
2020
Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19
Matthew D Li , Nishanth T Arun , Mehak Aggarwal , Sharut Gupta
medRxiv
5
2020
Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density
Ken Chang , Andrew L Beers , Laura Brink , Jay B Patel
Journal of The American College of Radiology 17 ( 12) 1653 -1662
34
2020
Privacy-preserving collaborative deep learning methods for multiinstitutional training without sharing patient data
Ken Chang , Praveer Singh , Praneeth Vepakomma , Maarten G. Poirot
Academic Press 101 -112
2021
Cloud-Gan: Cloud Removal for Sentinel-2 Imagery Using a Cyclic Consistent Generative Adversarial Networks
Praveer Singh , Nikos Komodakis
international geoscience and remote sensing symposium 1772 -1775
122
2018
Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks
Matthew D Li , Nishanth Thumbavanam Arun , Mishka Gidwani , Ken Chang
medRxiv
14
2020
Improving Recognition of Complex Aerial Scenes Using a Deep Weakly Supervised Learning Paradigm
Praveer Singh , Nikos Komodakis
IEEE Geoscience and Remote Sensing Letters 15 ( 12) 1932 -1936
2
2018
Deep Tone Mapping Operator for High Dynamic Range Images
Aakanksha Rana , Praveer Singh , Giuseppe Valenzise , Frederic Dufaux
arXiv: Image and Video Processing
4
2019
Jayashree Kalpathy-Cramer J Peter Campbell Michael F. Chiang Ken Chang Nikos Komodakis R.V. Paul Chan, MD, MSc, MBA Susan Ostmo Aaron S Coyner Nishanth Arun Katharina Hoebel, MD, PhD Matthew D. Li, MD Spyros Gidaris Sharut Gupta Deniz Erdogmus Mehak Aggarwal Emily Cole James M. Brown Nita Valikodath Narendran Venkatapathy Nathan Gaw