Sotabase

Career

· Associate Professor, Manning College of Information and Computer Sciences University of Massachusetts Amherst. (Current)2022–
· Associate Professor, Colorado School of Mines2020–2022
· Assistant Professor, Colorado School of Mines2014–2020
· Scientific Computing Intern, Oak Ridge National Laboratory, National Institute for Computational Sciences2011–2011
· Doctor of Philosophy (Ph.D.), Computer Science, University of Tennessee-Knoxville2009–2014
· Master of Science (M.S.), Electrical and Electronics Engineering, Chinese Academy of Sciences2006–2009
· Bachelor of Science (B.S.), Electrical and Electronics Engineering, University of Science and Technology of China2002–2006

Publications (38)

Interventional Video Grounding with Dual Contrastive Learning
Computer Vision and Pattern Recognition · 2021
160
cited
Moderate predictive value of demographic and behavioral characteristics for a diagnosis of HPV16-positive and HPV16-negative head and neck cancer.
Oral Oncology · 2010
123
cited
Modeling pathologic response of esophageal cancer to chemoradiation therapy using spatial-temporal 18F-FDG PET features, clinical parameters, and demographics.
International Journal of Radiation Oncology, Biology, Physics · 2014
95
cited
Predicting pathologic tumor response to chemoradiotherapy with histogram distances characterizing longitudinal changes in 18F-FDG uptake patterns.
Medical Physics (Lancaster) · 2013
36
cited
A nested partitions framework for beam angle optimization in intensity-modulated radiation therapy
Physics in Medicine and Biology · 2008
29
cited
Modeling plan-related clinical complications using machine learning tools in a multiplan IMRT framework.
International Journal of Radiation Oncology, Biology, Physics · 2009
24
cited
Solving Beam-Angle Selection and Dose Optimization Simultaneously via High-Throughput Computing
INFORMS journal on computing · 2009
23
cited
Should regional ventilation function be considered during radiation treatment planning to prevent radiation-induced complications?
Medical Physics (Lancaster) · 2016
18
cited
The minimum knowledge base for predicting organ-at-risk dose–volume levels and plan-related complications in IMRT planning
Physics in Medicine and Biology · 2010
17
cited
A multiplan treatment-planning framework: a paradigm shift for intensity-modulated radiotherapy.
International Journal of Radiation Oncology, Biology, Physics · 2007
15
cited
A two-stage sequential linear programming approach to IMRT dose optimization
Physics in Medicine and Biology · 2010
12
cited
Machine Learning for Intra-Fraction Tumor Motion Modeling with Respiratory Surrogates
International Conference on Machine Learning and Applications · 2009
10
cited
Prediction of Anal Cancer Recurrence After Chemoradiotherapy Using Quantitative Image Features Extracted From Serial 18F-FDG PET/CT
Frontiers in Oncology · 2019
9
cited
A Treatment Planning Method for Better Management of Radiation-Induced Oral Mucositis in Locally Advanced Head and Neck Cancer
Journal of Medical Physics · 2018
8
cited
Optimizing throughput of a multi-room proton therapy treatment center via simulation
Online World Conference on Soft Computing in Industrial Applications · 2013
8
cited
A Supervised Learning Tool for Prostate Cancer Foci Detection and Aggressiveness Identification using Multiparametric magnetic resonance imaging/magnetic resonance spectroscopy imaging
Cancer Informatics · 2018
7
cited
Predicting prostate cancer risk using magnetic resonance imaging data
Information Systems and E-Business Management · 2014
7
cited
Data mining to aid beam angle selection for intensity-modulated radiation therapy
ACM International Conference on Bioinformatics, Computational Biology and Biomedicine · 2014
6
cited
The Feasibility of Integrating Resting-State fMRI Networks into Radiotherapy Treatment Planning.
Journal of Medical Imaging and Radiation Sciences · 2019
5
cited
Pre-Chemoradiotherapy FDG PET/CT cannot Identify Residual Metabolically-Active Volumes within Individual Esophageal Tumors
Journal of Nuclear Medicine & Radiation Therapy · 2015
4
cited
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Hao "Howard" Zhang | Researcher Profile | Sotabase | Sotabase