Welcome to Yue Guo (郭月)’s webpage! I am a seconed year Ph.D. student in Biomedical and Health Informatics Department at the University of Washignton, advised by Prof. Trevor Cohen. I am particularly interested in Natural Language Processing and Machine Learning in medical domain.

Before coming to UW, I was a postdoctoral researcher of the Department of Radiation Oncology and Molecular Radiation Sciences at Johns Hopkins University School of Medicine, supervised by Todd McNutt. I received my Master of Health Science (MHS) from the Johns Hopkins Bloomberg School of Public Health, majoring in cancer Epidemiology. I got Bachelor of Medicine, Bachelor of Surgery (M.B.B.S) degree from Capital Medical University.

Publications

Automated Lay Language Summarization of Biomedical Scientific Reviews
Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen
the 35th AAAI conference in Artificial Intelligence (AAAI 2021)

Crossing the ‘Cookie Theft’ Corpus Chasm: Applying what BERT Learns from Outside Data to the ADReSS Challenge Dementia Detection Task
Yue Guo, Changye Li, Carol Roan, Serguei Pakhomov, Trevor Cohen
Frontiers in Computer Science, 2021

The Performance of Immunocytochemistry Staining as Triaging Tests for High-Risk HPV-Positive Women:A 24-Month Prospective Study
Yu-Cong Li, Yu-Qian Zhao, Ting-Yuan Li, Wen Chen, Guang-Dong Liao, Hai-Rui Wang, Hai-Ke Lei, Yue Guo, Qi Zhou
Journal of Oncology, 2020

Spatial Radiation Dose Influence on Xerostomia Recovery and Its Comparison to Acute Incidence in Head Neck Cancer Patients
Yue Guo, Wei Jiang, Pranav Lakshminarayanan, Xuan Hui, Peijin Han, Zhi Cheng, Michale Bowers, Ilya Shpitser,Sauleh Siddiqui, Russell H Taylor, Harry Quon, Todd McNutt
Advances in Radiation Oncology, 2020

Dose/Volume Histogram Patterns in Salivary Gland Subvolumes Influence Xerostomia Injury and Recovery
Peijin Han, Pranav Lakshminarayanan, Wei Jiang, Ilya Shpitser, Xuan Hui, Sang Ho Lee, Zhi Cheng, Yue Guo, Russ Taylor, Sauleh Siddiqui, Michael Bowers, Khadija Sheikh, Junghoon Lee, Harry Quon, Todd McNutt
Scientific Reports, 2019

Presentations

The Feasibility of Outcome-Based Treatment Planning Strategy to Improve Xerostomia Symptom in Head and Neck Cancer Patients
Yue Guo, Pranav Lakshminarayanan, Peijin Han, Khadija Sheikh, Zhi Cheng, Wei Jiang, Michael Bowers, SaulehSiddiqui, Ilya Shpitser, Russell H Taylor, Harry Quon, Todd McNutt
International Journal of Radiation Oncology Biology Physics, 2019

Evaluation of Patient vs. Provider Based Assessments of Xerostomia and Dysphagia Compared Against Weight Loss in the Irradiated Head and Neck Cancer Patient
Yue Guo, Zhi Cheng, Emily Cecil, Pranav Lakshminarayanan, Yifei Lu, Peijin Han, Ana Kiess, Todd McNutt, Harry Quon
International Journal of Radiation Oncology BiologyPhysics, 2019

Voxel Dose Pattern for Patient-Reported Dysphagia among Head and Neck Cancer Patients Receiving Definitive Radiotherapy
Zhi Cheng, Khadijia Sheikh, Pranav Lakshminarayanan, Wei Jiang, Peijin Han, Yue Guo, Emily Cecil, L Sloan,Ana Kiess, Brandi Page, Junhoon Lee, Harry Quon, Todd McNutt
International Journal of RadiationOncology Biology Physics, 2019

CV

Please see my cv here. Feel free to contact me at yguo50@uw.edu.