A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis-Reference-Cited by-同舟云学术

A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis

Published:2022-08-29 Issue:8 Volume:5 Page:e2227423
ISSN:2574-3805
Container-title:JAMA Network Open
language:en
Short-container-title:JAMA Netw Open

Author:

Sun Dongmei¹²,Nguyen Thanh M.¹,Allaway Robert J.³,Wang Jelai¹,Chung Verena³,Yu Thomas V.³,Mason Michael³,Dimitrovsky Isaac⁴,Ericson Lars⁵,Li Hongyang⁶,Guan Yuanfang⁶,Israel Ariel⁷⁸,Olar Alex⁹,Pataki Balint Armin⁹,Stolovitzky Gustavo¹⁰¹¹,Guinney Justin³,Gulko Percio S.¹²,Frazier Mason B.¹,Chen Jake Y.¹,Costello James C.¹³,Bridges S. Louis¹²¹⁴,Wojna Zbigniew¹⁵,Krason Anna¹⁵,Tan YanMing¹⁵,Quek RaphaelHaoChong¹⁵,Chaturvedi Neelambuj¹⁵,Stadler Michael¹⁵,Shi Chenfu¹⁵,Vaithinathan Krishnakumar¹⁵,Benadit Julian¹⁵,Tran Duc¹⁵,Nguyen Tin¹⁵,Biehl Alexander¹⁵,Mahmoudian Mehrad¹⁵,Pietilä Sami¹⁵,Suomi Tomi¹⁵,Venäläinen Mikko S¹⁵,Elo Laura L¹⁵,Xue Chenguang¹⁵,Shreemali Akshat¹⁵,Chilukuri Srinivas¹⁵,Nguyen-Ba Khanh-Tung¹⁵,Ryu Jay Ji-Hyung¹⁵,Bai Rui¹⁵,Wu Yilin¹⁵,Wu Yingnan¹⁵,He Xiaofu¹⁵,

Affiliation:

1. University of Alabama at Birmingham, Birmingham

2. Division of Rheumatology, Department of Medicine, Hospital for Special Surgery, New York, New York

3. Sage Bionetworks, Seattle, Washington

4. WRQ Research, New York, New York

5. Catskills Research, Davidson, North Carolina

6. Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor

7. Leumit Health Services, Tel-Aviv, Israel

8. Medical Solutions for Digital Medicine, Jerusalem, Israel

9. Department of Complex Systems in Physics, Eötvös Loránd University, Budapest, Hungary

10. T. J. Watson Research Center, IBM, Yorktown Heights, New York

11. Now with Sema4, Stamford, Connecticut

12. Division of Rheumatology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York

13. Department of Pharmacology, University of Colorado Anschutz Medical Campus, Aurora

14. Division of Rheumatology, Weill Cornell Medical College, New York, New York

15. for the RA2-DREAM Challenge Community

Publisher

American Medical Association (AMA)

Subject

General Medicine

Link

https://jamanetwork.com/journals/jamanetworkopen/articlepdf/2795733/sun_2022_oi_220781_1660934985.08015.pdf

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5. GOP0059?AUTOSCORA: deep learning to automate scoring of radiographic progression in rheumatoid arthritis.;Deimel;Ann Rheum Dis,2020

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