Publications
A machine learning framework for cross-institute standardized analysis of flow cytometry in differentiating acute myeloid leukemia from non-neoplastic conditions
Yu-Fen Wang, En-Ping Chu , Fong-Ci Lin, Huan-Yu Chen, Tsung-Chih Chen, Joseph Hanson, Joseph D. Tario, Kai Fu, Sara A. Monaghan , Paul K. Wallace, Chi-Chun Lee, Bor-Sheng Ko
Computers in Biology and Medicine, 2025
Enhancing Accessibility and Reproducibility of Flow Cytometry Data Analysis with Panel-Agnostic Machine Learning-Based Automated Cross-Panel Sample-Level Classification for Acute Leukemia
En-Ping Chu, Yu-Fen Wang, Tsung-Chih Chen, Joseph Hanson, Joseph D. Tario, Kai-Fu, Sara A Monaghan, Paul Wallace, Chi-Chun Lee, Bor-Sheng Ko
International Clinical Cytometry Society (ICCS), 2024
Enhancing Access and Reproducibility of Flow Data Analysis through Machine Learning-Based Automated Cross-Panel Classification at Sample and Cell Level
Yu-Fen Wang, En-Ping Chu, Yi-Hsuan Li, Guo-Hung Li, Huan-Yu Chen, Joseph Hanson, Joseph D. Tario, Kai-Fu, Sara A Monaghan, Paul Wallace, Chi-Chun Lee, Bor-Sheng Ko
European Society for Clinical Cell Analysis (ESCCA), 2024
Enhancing Access and Reproducibility of AML Flow Cytometry Data Analysis through Machine Learning Based Automated Cross-Panel Classification at Sample and Cell Level
Yu-Fen Wang, Yi-Hsuan Li, Guo-Hung Li, Huan-Yu Chen, Joseph Hanson, Joseph D. Tario, Kai-Fu, Sara A Monaghan, Paul Wallace, Chi-Chun Lee, Bor-Sheng Ko
International Society for Advancement of Cytometry (ISAC) - CYTO, 2024
Using Artificial Intelligence to Interpret Clinical Flow Cytometry Datasets for Automated Disease Diagnosis and/or Monitoring
Wang, YF., Li, JL., Lee, CC., Wallace, P.K., Ko, BS.
Flow Cytometry Protocols, 2024-03
Machine Learning-Facilitated Cross-Panel Automatic Classification At Both Sample And Cell Level In Acute Myeloid Leukemia
Y. WANG, G. H. LI, J. HANSON, J. D. TARIO JR, S. A. MONAGHAN, B. S. KO, P. K. WALLACE, K. FU, and Y. QIAN
American Society of Hematology (ASH), 2023
A machine learning based approach to automatically detect lymphoproliferative disorders using flow data collected from the BD OneFlow™ LST Panel
Yu Fen Wang, Imelda Omana Zapata, Josh Zollet, Teng Jen Chang, Yun Chun Huang, Bor Sheng Ko
International Clinical Cytometry Society (ICCS), 2023
A machine learning based approach to automatically detect lymphoproliferative disorders using flow data collected from the BD OneFlow™ LST Panel
Yu Fen Wang, Imelda Omana Zapata, Josh Zollet, Teng Jen Chang, Yun Chun Huang, Bor Sheng Ko
European Society for Clinical Cell Analysis (ESCCA), 2023
A machine learning based approach to automatically detect lymphoproliferative disorders using flow data collected from the BD OneFlow™ LST Panel
Yu Fen Wang, Imelda Omana Zapata, Josh Zollet, Teng Jen Chang, Yun Chun Huang, Bor Sheng Ko
International Society for Advancement of Cytometry (ISAC) - CYTO, 2023