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Daniel S Chow
Daniel S Chow
Associate Professor, University of California Irvine
Verified email at uci.edu - Homepage
Title
Cited by
Cited by
Year
Deep-learning convolutional neural networks accurately classify genetic mutations in gliomas
P Chang, J Grinband, BD Weinberg, M Bardis, M Khy, G Cadena, MY Su, ...
American Journal of Neuroradiology 39 (7), 1201-1207, 2018
3932018
Hybrid 3D/2D Convolutional Neural Network for Hemorrhage Evaluation on Head CT
PD Chang, E Kuoy, J Grinband, BD Weinberg, M Thompson, R Homo, ...
American Journal of Neuroradiology 39 (9), 1609-1616, 2018
2442018
Diagnosis of benign and malignant breast lesions on DCE‐MRI by using radiomics and deep learning with consideration of peritumor tissue
J Zhou, Y Zhang, KT Chang, KE Lee, O Wang, J Li, Y Lin, Z Pan, P Chang, ...
Journal of Magnetic Resonance Imaging 51 (3), 798-809, 2020
1572020
Aggressive resection at the infiltrative margins of glioblastoma facilitated by intraoperative fluorescein guidance
JA Neira, TH Ung, JS Sims, HR Malone, DS Chow, JL Samanamud, ...
Journal of neurosurgery 127 (1), 111-122, 2016
1472016
Artificial Intelligence and Acute Stroke Imaging
JE Soun, DS Chow, M Nagamine, RS Takhtawala, CG Filippi, W Yu, ...
American Journal of Neuroradiology 42 (1), 2-11, 2021
1442021
A multiparametric model for mapping cellularity in glioblastoma using radiographically localized biopsies
PD Chang, HR Malone, SG Bowden, DS Chow, BJA Gill, TH Ung, ...
American Journal of Neuroradiology 38 (5), 890-898, 2017
1042017
Big Data and the Future of Radiology Informatics
AP Kansagra, JY John-Paul, AR Chatterjee, L Lenchik, DS Chow, ...
Academic radiology 23 (1), 30-42, 2016
932016
Automatic breast and fibroglandular tissue segmentation in breast MRI using deep learning by a fully-convolutional residual neural network U-net
Y Zhang, JH Chen, KT Chang, VY Park, MJ Kim, S Chan, P Chang, ...
Academic radiology 26 (11), 1526-1535, 2019
912019
Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers
Y Zhang, JH Chen, Y Lin, S Chan, J Zhou, D Chow, P Chang, T Kwong, ...
European radiology 31, 2559-2567, 2021
892021
Machine learning for prediction of chemoradiation therapy response in rectal cancer using pre-treatment and mid-radiation multi-parametric MRI
L Shi, Y Zhang, K Nie, X Sun, T Niu, N Yue, T Kwong, P Chang, D Chow, ...
Magnetic resonance imaging 61, 33-40, 2019
872019
Optimizing Neuro-Oncology Imaging: A Review of Deep Learning Approaches for Glioma Imaging
MM Shaver, PA Kohanteb, C Chiou, MD Bardis, C Chantaduly, D Bota, ...
Cancers 11 (6), 829, 2019
862019
Differentiation of spinal metastases originated from lung and other cancers using radiomics and deep learning based on DCE-MRI
N Lang, Y Zhang, E Zhang, J Zhang, D Chow, P Chang, JY Hon, H Yuan, ...
Magnetic resonance imaging 64, 4-12, 2019
812019
Research productivity in neurosurgery: trends in globalization, scientific focus, and funding: A review
JS Hauptman, DS Chow, NA Martin, MW Itagaki
Journal of neurosurgery 115 (6), 1262-1272, 2011
802011
Semiautomated volumetric measurement on postcontrast MR imaging for analysis of recurrent and residual disease in glioblastoma multiforme
DS Chow, J Qi, X Guo, VZ Miloushev, FM Iwamoto, JN Bruce, ...
American Journal of Neuroradiology 35 (3), 498-503, 2014
742014
Glioma-induced alterations in neuronal activity and neurovascular coupling during disease progression
MK Montgomery, SH Kim, A Dovas, HT Zhao, AR Goldberg, W Xu, ...
Cell reports 31 (2), 2020
692020
Imaging Genetic Heterogeneity in Glioblastoma and Other Glial Tumors: Review of Current Methods and Future Directions.
D Chow, P Chang, BD Weinberg, DA Bota, J Grinband, CG Filippi
AJR. American journal of roentgenology 210 (1), 30-38, 2018
652018
Deep Learning AI Applications in the Imaging of Glioma
A Zlochower, DS Chow, P Chang, D Khatri, JA Boockvar, CG Filippi
Topics in Magnetic Resonance Imaging 29 (2), 115-00, 2020
622020
Predicting Glioblastoma Recurrence by Early Changes in the Apparent Diffusion Coefficient Value and Signal Intensity on FLAIR Images
PD Chang, DS Chow, PH Yang, CG Filippi, A Lignelli
American Journal of Roentgenology 208 (1), 57-65, 2017
612017
Automatic detection and segmentation of breast cancer on MRI using mask R-CNN trained on non–fat-sat images and tested on fat-sat images
Y Zhang, S Chan, VY Park, KT Chang, S Mehta, MJ Kim, FJ Combs, ...
Academic Radiology 29, S135-S144, 2022
562022
A 3D-2D Hybrid U-Net Convolutional Neural Network Approach to Prostate Organ Segmentation of Multiparametric MRI
A Ushinsky, M Bardis, J Glavis-Bloom, E Uchio, C Chantaduly, ...
American Journal of Roentgenology 216 (1), 111-116, 2021
542021
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