Xiaohui Yu
Houston Methodist Hospital
15 Papers
6 Citations
Xiaohui Yu is an academic researcher from Houston Methodist Hospital. The author has contributed to research in topics: Medicine & Cancer. The author has an hindex of 6, co-authored 9 publications. Previous affiliations of Xiaohui Yu include Cornell University.
Chat about Author
Papers
Driver network as a biomarker: systematic integration and network modeling of multi-omics data to derive driver signaling pathways for drug combination prediction
Lei Huang,Lei Huang,David Brunell,Clifford Stephan,James J. Mancuso,Xiaohui Yu,Bin He,Bin He,Timothy C. Thompson,Ralph Zinner,Jeri Kim,Peter F. Davies,Stephen T. C. Wong,Stephen T. C. Wong +13 more
TL;DR: It is demonstrated that the network-based drug efficacy screening approach can reliably prioritize synergistic drug combinations for cancer and uncover potential mechanisms of drug synergy, warranting further studies in individual cancer patients to derive personalized treatment plans.
A Deep Learning-Based Decision Support Tool for Precision Risk Assessment of Breast Cancer.
Tiancheng He,Mamta Puppala,Chika F. Ezeana,Yan siang Huang,Yan siang Huang,Ping hsuan Chou,Ping hsuan Chou,Xiaohui Yu,Shenyi Chen,Lin Wang,Zheng Yin,Rebecca L. Danforth,Joe Ensor,Jenny C. Chang,Tejal Patel,Stephen T. C. Wong +15 more
- 29 May 2019
TL;DR: BRISK for abnormal mammogram uses integrative artificial intelligence technology and has demonstrated high sensitivity in the prediction of malignancy.
43
A Behavior-Modification, Clinical-Grade Mobile Application to Improve Breast Cancer Survivors' Accountability and Health Outcomes.
Renee E. Stubbins,Tiancheng He,Xiaohui Yu,Mamta Puppala,Chika F. Ezeana,Shenyi Chen,Miguel Valdivia y Alvarado,Joe Ensor,Angel Rodriguez,Polly A. Niravath,Jenny C. Chang,Stephen T. C. Wong,Tejal Patel +12 more
- 30 Nov 2018
TL;DR: This study emphasizes the importance of technology use to improve goal adherence for patients by providing real-time feedback and accountability with the health care team by using MOCHA.
29
Deep learning analytics for diagnostic support of breast cancer disease management
Tiancheng He,Mamta Puppala,Richard Ogunti,James J. Mancuso,Xiaohui Yu,Shenyi Chen,Jenny C. Chang,Tejal Patel,Stephen T. C. Wong +8 more
- 11 Apr 2017
TL;DR: Natural language processing and deep learning methods are combined to develop an analytic model that targets well-characterized and defined specific breast suspicious patient subgroups rather than a broad heterogeneous group for diagnostic support of breast cancer management.
21
A smartphone app framework for segmented cancer care coordination
Tiancheng He,Richard Ogunti,Mamta Puppala,Shenyi Chen,Xiaohui Yu,James J. Mancuso,Stephen T. C. Wong +6 more
- 18 Apr 2016
TL;DR: The experimental results validate mHealth as a reliable medical risk assessment for post-surgical cancer patients and an effective health care monitoring service for cancer care coordination.
7