Generation and evaluation of synthetic patient data

von Goncalves, Andre, Ray, Priyadip, Soper, Braden, Stevens, Jennifer, Coyle, Linda, Sales, Ana Paula
Veröffentlicht in BMC Med Res Methodol (2020)

Assessment of Oncology Practice Billing Claims for Supplementing Chemotherapy: A Pilot Study in the Georgia SEER Cancer Registry

von Howlader, Nadia, Ward, Kevin C, Warren, Joan L, Campbell, Dave S, Coyle, Linda, Mariotto, Angela B
Veröffentlicht in J Natl Cancer Inst Monogr (2020)

Using case-level context to classify cancer pathology reports

von Gao, Shang, Alawad, Mohammed, Schaefferkoetter, Noah, Penberthy, Lynne, Wu, Xiao-Cheng, Durbin, Eric B., Coyle, Linda, Ramanathan, Arvind, Tourassi, Georgia
Veröffentlicht in PLoS One (2020)

Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks

von Alawad, Mohammed, Gao, Shang, Qiu, John X, Yoon, Hong Jun, Blair Christian, J, Penberthy, Lynne, Mumphrey, Brent, Wu, Xiao-Cheng, Coyle, Linda, Tourassi, Georgia
Veröffentlicht in J Am Med Inform Assoc (2019)

Validation of prostate‐specific antigen laboratory values recorded in Surveillance, Epidemiology, and End Results registries

von Adamo, Margaret (Peggy), Boten, Jessica A., Coyle, Linda M., Cronin, Kathleen A., Lam, Clara J. K., Negoita, Serban, Penberthy, Lynne, Stevens, Jennifer L., Ward, Kevin C.
Veröffentlicht in Cancer (2016)

Deep active learning for classifying cancer pathology reports

von De Angeli, Kevin, Gao, Shang, Alawad, Mohammed, Yoon, Hong-Jun, Schaefferkoetter, Noah, Wu, Xiao-Cheng, Durbin, Eric B., Doherty, Jennifer, Stroup, Antoinette, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia
Veröffentlicht in BMC Bioinformatics (2021)

Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports

von Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Christian, J. Blair, Tourassi, Georgia D.
Veröffentlicht in J Biomed Inform (2020)