Corey W. Arnold

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William SpeierUCLADirección de correo verificada de ucla.edu
Brennan SpiegelCedars-SinaiDirección de correo verificada de cshs.org
Karthik V. SarmaUCSF Health; SimX, Inc.Dirección de correo verificada de ucsf.edu
Suzie El-SadenProfessor of Radiological Sciences, UCLA, VAGLADirección de correo verificada de mednet.ucla.edu
King Chung HoData Scientist @ VerilyDirección de correo verificada de g.ucla.edu
Wenyuan LiResearch Scientist, FacebookDirección de correo verificada de fb.com
Nader PouratianUT Southwestern Medical CenterDirección de correo verificada de utsouthwestern.edu
Fabien ScalzoAssociate Professor, Computer Science/Neurology, University of California Los Angeles (UCLA)Dirección de correo verificada de cs.ucla.edu
Sandy Y. JoungCEDARS-SINAI MEDICAL CENTERDirección de correo verificada de cshs.org
Jennifer Van EykCedar Sinai Medical CenterDirección de correo verificada de cshs.org
Beatrice S. KnudsenProfessor of Pathology and Biomedical SciencesDirección de correo verificada de cshs.org
Arkadiusz GertychCedars-Sinai Medical Center,Dirección de correo verificada de cshs.org
C. Noel Bairey MerzCedars-Sinai Medical CenterDirección de correo verificada de cshs.org
David S LiebeskindProfessor of NeurologyDirección de correo verificada de mednet.ucla.edu
William HsuProfessor of Radiological Sciences and Bioengineering at UCLADirección de correo verificada de mednet.ucla.edu
Eldin DzuburTeladoc HealthDirección de correo verificada de teladochealth.com
Wei WangLeonard Kleinrock Professor in Computer Science, UCLADirección de correo verificada de cs.ucla.edu
Nathan IngCedars SinaiDirección de correo verificada de cshs.org
Juan Eugenio IglesiasMassachusetts General Hospital & Harvard Medical School / MIT / UCLDirección de correo verificada de mgh.harvard.edu
Zhuowen TuProfessor, Cognitive Science, Computer Science&Engineering, UC San DiegoDirección de correo verificada de ucsd.edu

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Corey W. Arnold

Professor, Depts of Radiology, Pathology, Bioengineering, and Electrical & Computer Engineering

Dirección de correo verificada de ucla.edu - Página principal

Machine Learning Deep Learning Medical Imaging mHealth Medicine


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge W Bulten, K Kartasalo, PHC Chen, P Ström, H Pinckaers, K Nagpal, Y Cai, ... Nature medicine 28 (1), 154-163, 2022	263	2022
Federated learning improves site performance in multicenter deep learning without data sharing KV Sarma, S Harmon, T Sanford, HR Roth, Z Xu, J Tetreault, D Xu, ... Journal of the American Medical Informatics Association 28 (6), 1259-1264, 2021	144	2021
Medical imaging informatics (Contributor) RKT AAT Bui Springer, 2010	138*	2010
Path R-CNN for prostate cancer diagnosis and gleason grading of histological images W Li, J Li, KV Sarma, KC Ho, S Shen, BS Knudsen, A Gertych, CW Arnold IEEE transactions on medical imaging 38 (4), 945-954, 2018	120	2018
A multi-resolution model for histopathology image classification and localization with multiple instance learning J Li, W Li, A Sisk, H Ye, WD Wallace, W Speier, CW Arnold Computers in biology and medicine 131, 104253, 2021	99	2021
Clinical case-based retrieval using latent topic analysis CW Arnold, SM El-Saden, AAT Bui, R Taira AMIA annual symposium proceedings 2010, 26, 2010	94	2010
Bidirectional representation learning from transformers using multimodal electronic health record data to predict depression Y Meng, W Speier, MK Ong, CW Arnold IEEE journal of biomedical and health informatics 25 (8), 3121-3129, 2021	89	2021
A machine learning approach for classifying ischemic stroke onset time from imaging KC Ho, W Speier, H Zhang, F Scalzo, S El-Saden, CW Arnold IEEE transactions on medical imaging 38 (7), 1666-1676, 2019	85	2019
Natural language processing with dynamic classification improves P300 speller accuracy and bit rate W Speier, C Arnold, J Lu, RK Taira, N Pouratian Journal of neural engineering 9 (1), 016004, 2011	83	2011
A multi-scale u-net for semantic segmentation of histological images from radical prostatectomies J Li, KV Sarma, KC Ho, A Gertych, BS Knudsen, CW Arnold AMIA Annual Symposium Proceedings 2017, 1140, 2017	76	2017
Toward heterogeneous information fusion: bipartite graph convolutional networks for in silico drug repurposing Z Wang, M Zhou, C Arnold Bioinformatics 36 (Supplement_1), i525-i533, 2020	69	2020
Semantic segmentation for prostate cancer grading by convolutional neural networks N Ing, Z Ma, J Li, H Salemi, C Arnold, BS Knudsen, A Gertych Medical Imaging 2018: Digital Pathology 10581, 343-355, 2018	68	2018
Classifying acute ischemic stroke onset time using deep imaging features KC Ho, W Speier, S El-Saden, CW Arnold AMIA Annual Symposium Proceedings 2017, 892, 2017	62	2017
Integrating language models into classifiers for BCI communication: a review W Speier, C Arnold, N Pouratian Journal of neural engineering 13 (3), 031002, 2016	62	2016
Source-LDA: Enhancing probabilistic topic models using prior knowledge sources J Wood, P Tan, W Wang, C Arnold 2017 IEEE 33rd international conference on data engineering (ICDE), 411-422, 2017	61	2017
A machine learning approach to classifying self-reported health status in a cohort of patients with heart disease using activity tracker data Y Meng, W Speier, C Shufelt, S Joung, JE Van Eyk, CNB Merz, M Lopez, ... IEEE journal of biomedical and health informatics 24 (3), 878-884, 2019	58	2019
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies J Li, W Speier, KC Ho, KV Sarma, A Gertych, BS Knudsen, CW Arnold Computerized Medical Imaging and Graphics 69, 125-133, 2018	57	2018
An attention-based multi-resolution model for prostate whole slide imageclassification and localization J Li, W Li, A Gertych, BS Knudsen, W Speier, CW Arnold arXiv preprint arXiv:1905.13208, 2019	49	2019
Integrating language information with a hidden Markov model to improve communication rate in the P300 speller W Speier, C Arnold, J Lu, A Deshpande, N Pouratian IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (3 …, 2014	49	2014
A topic model of clinical reports C Arnold, W Speier Proceedings of the 35th international ACM SIGIR conference on Research and …, 2012	49	2012

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