フォロー
James M. Brown
タイトル
引用先
引用先
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
9492018
High-throughput discovery of novel developmental phenotypes
ME Dickinson, AM Flenniken, X Ji, L Teboul, MD Wong, JK White, ...
Nature 537 (7621), 508-514, 2016
7632016
Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks
JM Brown, JP Campbell, A Beers, K Chang, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 136 (7), 803-810, 2018
325*2018
Distributed deep learning networks among institutions for medical imaging
K Chang, N Balachandar, C Lam, D Yi, J Brown, A Beers, B Rosen, ...
Journal of the American Medical Informatics Association 25 (8), 945-954, 2018
1922018
Disease model discovery from 3,328 gene knockouts by The International Mouse Phenotyping Consortium
TF Meehan, N Conte, DB West, JO Jacobsen, J Mason, J Warren, ...
Nature genetics 49 (8), 1231-1238, 2017
1822017
ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
S Winzeck, A Hakim, R McKinley, JA Pinto, V Alves, C Silva, M Pisov, ...
Frontiers in neurology, 679, 2018
1152018
Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement
K Chang, AL Beers, HX Bai, JM Brown, KI Ly, X Li, JT Senders, ...
Neuro-oncology 21 (11), 1412-1422, 2019
1032019
Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity
TK Redd, JP Campbell, JM Brown, SJ Kim, S Ostmo, RVP Chan, J Dy, ...
British Journal of Ophthalmology 103 (5), 580-584, 2019
752019
High-resolution medical image synthesis using progressively grown generative adversarial networks
A Beers, J Brown, K Chang, JP Campbell, S Ostmo, MF Chiang, ...
arXiv preprint arXiv:1805.03144, 2018
662018
Monitoring disease progression with a quantitative severity scale for retinopathy of prematurity using deep learning
S Taylor, JM Brown, K Gupta, JP Campbell, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 137 (9), 1022-1028, 2019
492019
Sequential 3D U-Nets for Biologically-Informed Brain Tumor Segmentation
A Beers, K Chang, J Brown, E Sartor, CP Mammen, E Gerstner, B Rosen, ...
arXiv preprint arXiv:1709.02967, 2017
492017
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
442020
Automated fundus image quality assessment in retinopathy of prematurity using deep convolutional neural networks
AS Coyner, R Swan, JP Campbell, S Ostmo, JM Brown, ...
Ophthalmology Retina 3 (5), 444-450, 2019
402019
A quantitative severity scale for retinopathy of prematurity using deep learning to monitor disease regression after treatment
K Gupta, JP Campbell, S Taylor, JM Brown, S Ostmo, RVP Chan, J Dy, ...
JAMA ophthalmology 137 (9), 1029-1036, 2019
372019
Classification and comparison via neural networks
İ Yıldız, P Tian, J Dy, D Erdoğmuş, J Brown, J Kalpathy-Cramer, S Ostmo, ...
Neural Networks 118, 65-80, 2019
282019
DeepNeuro: an open-source deep learning toolbox for neuroimaging
A Beers, J Brown, K Chang, K Hoebel, J Patel, KI Ly, SM Tolaney, ...
Neuroinformatics, 1-14, 2020
272020
Machine Learning Models can Detect Aneurysm Rupture and Identify Clinical Features Associated with Rupture
MA Silva, J Patel, V Kavouridis, T Gallerani, A Beers, K Chang, KV Hoebel, ...
World neurosurgery 131, e46-e51, 2019
272019
A mouse informatics platform for phenotypic and translational discovery
N Ring, TF Meehan, A Blake, J Brown, CK Chen, N Conte, A Di Fenza, ...
Mammalian Genome 26 (9), 413-421, 2015
272015
Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
B Lecouat, K Chang, CS Foo, B Unnikrishnan, JM Brown, H Zenati, ...
arXiv preprint arXiv:1812.07832, 2018
262018
Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning
JM Brown, JP Campbell, A Beers, K Chang, K Donohue, S Ostmo, ...
Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and …, 2018
252018
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