C
Chih-Ying Deng
Researcher at Harvard University
Publications - 10
Citations - 1024
Chih-Ying Deng is an academic researcher from Harvard University. The author has contributed to research in topics: Medicine & Topic model. The author has an hindex of 6, co-authored 9 publications receiving 412 citations. Previous affiliations of Chih-Ying Deng include Memorial Hospital of South Bend & Chang Gung University.
Papers
More filters
Journal ArticleDOI
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
Alistair E. W. Johnson,Tom J. Pollard,Seth A. Berkowitz,Nathaniel R. Greenbaum,Matthew P. Lungren,Chih-Ying Deng,Roger G. Mark,Steven Horng +7 more
TL;DR: A large dataset of 227,835 imaging studies for 65,379 patients presenting to the Beth Israel Deaconess Medical Center Emergency Department between 2011–2016 is described, making freely available to facilitate and encourage a wide range of research in computer vision, natural language processing, and clinical data mining.
Posted Content
MIMIC-CXR: A large publicly available database of labeled chest radiographs
Alistair E. W. Johnson,Tom J. Pollard,Seth A. Berkowitz,Nathaniel R. Greenbaum,Matthew P. Lungren,Chih-Ying Deng,Roger G. Mark,Steven Horng +7 more
TL;DR: MIMic-CXR-JPG is derived entirely from the MIMIC-C XR database, and aims to provide a convenient processed version of MIMICS CXR, as well as to provided a standard reference for data splits and image labels.
Journal ArticleDOI
Progressive Sarcopenia in Patients With Colorectal Cancer Predicts Survival
Chih-Ying Deng,Yu-Ching Lin,Jim S. Wu,Yun-Chung Cheung,Chung-Wei Fan,Kun-Yun Yeh,Colm J. McMahon +6 more
TL;DR: Progressive sarcopenia after diagnosis of colorectal cancer has a significant negative prognostic association with overall and progression-free survival and Kaplan-Meier analysis showed significant differences in overall and progressiveness based on sex-specific quartiles of muscle quantity and quality.
Posted Content
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation
Kexin Huang,Abhishek Singh,Sitong Chen,Edward T. Moseley,Chih-Ying Deng,Naomi George,Charlotta Lindvall +6 more
TL;DR: A new text representation Clinical XLNet is developed for clinical notes which also leverages the temporal information of the sequence of the notes and outperforms the best baselines consistently.
Journal ArticleDOI
Quantitative analysis of enhanced malignant and benign lesions on contrast-enhanced spectral mammography.
Chih-Ying Deng,Yu-Hsiang Juan,Yu-Hsiang Juan,Yun-Chung Cheung,Yun-Chung Cheung,Yu-Ching Lin,Yu-Ching Lin,Yung-Feng Lo,Gigin Lin,Gigin Lin,Shin-Cheh Chen,Shu-Hang Ng,Shu-Hang Ng +12 more
TL;DR: This is the first study evaluating the feasibility of quantifying lesion enhancement on CESM and the quantities of enhancement were informative for assessing breast lesions in which the malignancies had stronger enhancement and more relative depressed enhancement than the benign lesions.