Ptosis Diagnosis

Using single eye photo for ptosis referal suggestion

Publication 1 Publication 2

Ptosis Measurement

Using U-net and circle-fit to find Marginal Reflex Distance(MRD).

Web app

ECGI with Deep Learning

Using deep learning method to solve ElectroCardioGraphic Imaging (ECGI) problem.

Thesis Publication

Ideopathic VT localization

AI model to localized VT source through 12-lead ECG

ECG Wave Extractor Publication

Educations

National Yang Ming University (2005-2012): Medical Doctor

National Cheng Kung University (2017-2021): Biomedical Engineering, Master

NYU Tandon School of Engineering: Bridge online program for Computer Science, credential

Publications

A deep learning approach to identify blepharoptosis by convolutional neural networks.
JY Hung, C Perera, KW Chen, D Myung…, International Journal of Medical Informatics, 2021. 148: p. 104402.
Contribution: Data preprocessing Link

An Outperforming Artificial Intelligence Model to Identify Referable Blepharoptosis for General Practitioners
Hung, Ju-Yi, Ke-Wei Chen, Chandrashan Perera…, Journal of Personalized Medicine , 2022, no. 2: 283.
Contribution:Joined First autor, Data preprocessing, study design, programing Link

Solving Inverse Electrocardiographic Mapping Using Machine Learning and Deep Learning Frameworks
Ke-Wei Chen, Laura Bear, Che-Wei Lin Sensors , 2022, 22(6), 2331.
Contribution: First author, Data preprocessing, study design, programing Link

A High-Precision Deep Learning Algorithm to Localize Idiopathic Ventricular Arrhythmias
Ting-Yung Chang,Ke-Wei Chen, ..... Journal of Personalized Medicine , 2022, 12(5), 764.
Contribution: Second author, Data preprocessing, study design, evaluation, programing Link

Ke-Wei Chen 陳可維