About Us

National Taiwan University Hospital | 臺大醫院內科部血液科
National Taiwan University | 國立臺灣大學台成幹細胞治療中心
National Tsing Hua University | 國立清華大學電機工程學系

Co-founders

Dr. Bor-Sheng Ko

Andrea Wang

Dr. Chi-Chun Lee

AI Engineers

Jeng-Lin Li

Chih-Chuan Lu

Clinicians

Dr. Jih-Luh Tang

Dr. Chi-Cheng Li

AHEAD Model

AHEAD Advantage

Efficient

Objective

Comprehensive

AHEAD-Flow Introduction

Residual Leukemia Cell Detection Model

EBioMedicine  DOI: 10.1016/j.ebiom.2018.10.042

Service

Residual Leukemia Cell Detection Model Service

Physician
20 Mins

AHEAD-flow
7 Seconds
90% concordance with physicians
AUC: 0.921-0.950
7+ years of clinical data incorporated

AHEAD-MCAP Introduction

Multi-Clinical parameters Assessment for Prognosis

Publications

Conference Speech

Chi-Chun Lee, "智能化血液病診斷與預後預測(Ai-assisted HEmatologic Analytic and Decision Support)", 2018 Future Tech Expo, Taiwan

Bor-Sheng Ko, "An Artificial Intelligence Approach for Predicting Allogeneic Hematopoietic Stem Cell Transplantation Outcome by Detecting Pre and Post-Transplant Minimal Residual Disease in Acute Myeloid Leukemia Using Flow Cytometry Data", The 23rd Annual Congress of Asia-Pacific Blood and Marrow Transplantation Group (APBMT 2018)

Chi-Chun Lee, "Learning a Phenotype Representation for AI-assisted Leukemia Diagnosis using Deep Generative Model", 2018 REWORK- AI in Healthcare summit

https://www.re-work.co/events/ai-in-healthcare-summit-hong-kong-2018/schedule

Bor-Sheng Ko, "An artificial intelligence approach in classifying AML and MDS for MRD detection using flow cytometry", 2018 Annual Congress of the Hematology Society of Taiwan and Taiwan Society of Blood and Marrow Transplantation

Chi-Chun Lee, "AI-in Health Behavior Analytics", 2017 Taiwan AI Conference

http://datasci.tw/cclee/

Journal

Bor-Sheng Ko, Yu-Fen Wang, Jeng-Lin Li, Chi-Cheng Li, Pei-Fang Weng, Szu-Chun Hsu, Hsin-An Hou, Huai-Hsuan Huang, Ming Yao, Chien-Ting Lin, Jia-Hau Liu, Cheng-Hong Tsai, Tai-Chung Huang, Shang-Ju Wu, Shang-Yi Huang, Wen-Chien Chou, Hwei-Fang Tien, Chi-Chun Lee, Jih-Luh Tang ,"Clinically validated machine learning algorithm for detecting residual diseases with multicolor flow cytometry analysis in acute myeloid leukemia and myelodysplastic syndrome", EBioMedicine, 2018

https://doi.org/10.1016/j.ebiom.2018.10.042

Peer-Reviewed Conference/Workshop Paper

Bor-Sheng Ko, Yu-Fen Wang, Chih-Chuan Lu, Jeng-Lin Li, Chi-Chun Lee, Jih-Luh Tang, and Hwei-Fang Tien, "Relapse and Mortality Prediction of Patients with Newly Diagnosed de novo Acute Myeloid Leukemia Using Deep Bidirectional Long Short-term Memory Deep Neural Network Architecture" in Annual Meeting of American Society of Hematology (ASH), 2018

https://ash.confex.com/ash/2018/webprogram/Paper115778.html

Yu-Fen Wang, Jeng-Lin Li, Bor-Sheng Ko, Chi-Chun Lee, Jih-Luh Tang, "A Natural Language Processing Algorithm to Automatically Categorize Disease Type and Status from Free-text Bone Marrow Morphology Reports" in European Hematology Association Annual Congress (EHA), 2018

https://learningcenter.ehaweb.org/eha/2018/stockholm/216547/yu-fen.wang.html?f=ce_id=1346*media=3*marker=168

Bor-Sheng Ko, Chi-Cheng Li, Yu-Fen Wang, Jeng-Lin Li, Hsin-An Hou, Pei-Fang Weng, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach in Classifying Acute Myeloid Leukemia and Myelodysplastic Syndrome for Minimal Residual Disease Detection with Post Induction Prognosis Analysis Using Flow Cytometry" in Annual Meeting of American Society of Hematology (ASH), 2017

http://www.bloodjournal.org/content/130/Suppl_1/1403

Yu-Fen Wang, Bor-Sheng Ko, Chi-Cheng Li, Jeng-Lin Li, Pei-Fang Weng, Huai-Hsuan Huang, Hsin-An Hou, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach for B Lymphoblastic Leukemia Minimal Residual Disease Detection and Clinical Prognosis Prediction Using Flow Cytometry Data" in Annual Meeting of American Society of Hematology (ASH), 2017

http://www.bloodjournal.org/content/130/Suppl_1/3980

Chi-Cheng Li, Bor-Sheng Ko, Yu-Fen Wang, Jeng-Lin Li, Pei-Fang Weng, Hsin-An Hou, Xiu-Wen Liao, Chien-Ting Lin, Jia-Hou Liu, Hsun-I Sun, Hwei-Fang Tien, Chi-Chun Lee, and Jih-Luh Tang, "An Artificial Intelligence Approach for Predicting Allogeneic Hematopoietic Stem Cell Transplantation Outcome By Detecting Pre-Transplant Minimal Residual Disease in Acute Myeloid Leukemia Using Flow Cytometry Data" in Annual Meeting of American Society of Hematology (ASH), 2017

http://www.bloodjournal.org/content/130/Suppl_1/2042

News

[TEAM INTRO #15] - AHEAD "Ai-assisted HEmatologic Analytics and Decision support" AHEAD focuses on developing diagnostic and clinical decision support tools for blood cancer using AI. C.E.S 2019...

(Taiwan Tech Arena | Facebook, 2018-12-29 14:00)

台大清大開發 AI 血液檢測工具,血癌判讀精準度躍升、大幅節省時間

今年 FDA 批准 12 個演算法輔助醫療產品,如從視網膜判讀糖尿病,以及對急性中風病人判讀病源等等,隨著演算法與機器學習技術日益進步,類似的 AI 醫療應用案例將越來越多。而台灣擁有高聲譽的醫療水準,學術界又深藏許多 AI 運算上的技術高手,為醫療新創注入巨大的能量,明年要與科技部一同進軍拉斯維加...

(TechNews 科技新報, )