A selected list of publications:

Li W, Wang Z, Yue Y, Li J, Speier W, Zhou M, Arnold CW Semi-supervised Learning using Adversarial Training with Good and Bad Samples  Machine Vision and Applications: 20 31:49.

Wang Z, Zhou M, Arnold CW Toward Heterogeneous Information Fusion: Bipartite Graph Convolutional Networks for In Silico Drug Repur-posing Bioinformatics 20(36): i525-i533.

Guorgui J, Kinnaird A, Jayadevan R, Priester A, Arnold CW, Marks LS An electronic form for reporting results of targeted prostate biopsy: Urology Integrated Diagnostic Report (Uro-IDR) Urology 20 (Vol 138): 188-193.

Arnold Corey W, McNamara Mary, El-Saden Suzie, Chen Shawn, Taira Ricky K, Bui Alex A T Imaging informatics for consumer health: towards a radiology patient portal(Link is external) (Link opens in new window) Journal of the American Medical Informatics Association: JAMIA, ; 20(6): 1028-36.

Li J, Li W, Gertych A, Knudsen BS, Speier W, Arnold CW. An attention-based multi-resolution model for prostate whole slide image classification and localization. arXiv preprint arXiv:1905.13208. 2019 May 30.

Li Jiayun, Speier William, Ho King Chung, Sarma Karthik V, Gertych Arkadiusz, Knudsen Beatrice S, Arnold Corey W An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies(Link is external) (Link opens in new window) Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society, 2018; 69: 125-133.

Shi W, Sarma KV, Raman AG, Priester AM, Natarajan S, Speier W, Raman S, Marks L, Arnold CW  Prediction of Clinically Significant Prostate Cancer in MR/Ultrasound Guided Fusion Biopsy using Multiparametric MRI Neural Information Processing Systems (NeurIPS) Medical Imaging Meets NeurIPS  Workshop (NeurIPS 2018).

Ing N, Ma Z, Li J, Salemi H, Arnold CW, Knudsen B, Gertych, A Semantic Segmentation for Prostate Cancer Grading by Convolutional Neural Networks SPIE Medical Imaging, Proceedings Volume 105811B 2018.  

Li Wenyuan, Li Jiayun, Sarma Karthik V, Ho King Chung, Shen Shiwen, Knudsen Beatrice S, Gertych Arkadiusz, Arnold Corey W Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images(Link is external) (Link opens in new window) IEEE transactions on medical imaging, 2018; 69: 125-133.

Li Jiayun, Sarma Karthik V, Chung Ho King, Gertych Arkadiusz, Knudsen Beatrice S, Arnold Corey W A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies(Link is external) (Link opens in new window) AMIA ... Annual Symposium proceedings. AMIA Symposium, 2017; 2017(10): 1140-1148.

Arnold Corey W, Wallace W Dean, Chen Shawn, Oh Andrea, Abtin Fereidoun, Genshaft Scott, Binder Scott, Aberle Denise, Enzmann Dieter RadPath: A Web-based System for Integrating and Correlating Radiology and Pathology Findings During Cancer Diagnosis(Link is external) (Link opens in new window) Academic radiology, 2015.