Shengfan Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Predictive Model

Machine Learning

Logistics Distribution

Survival Analysis

Top Venues

IEEE J. Biomed. Health Informatics

J. Am. Medical Informatics Assoc.

Publications

Xiaotong Sun, Peijie Qiu, Shengfan Zhang
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networks. CoRR (2024)
Maryam Aghamohammadghasem, Jose Azucena, Farid Hashemian, Haitao Liao, Shengfan Zhang, Heather L. Nachtmann
System Simulation And Machine Learning-Based Maintenance Optimization For An Inland Waterway Transportation System. WSC (2023)
Maryam Kheirandish, Shengfan Zhang, Donald G. Catanzaro, Valeriu Crudu
Quantifying Uncertainty in Deep Learning Classification with Noise in Discrete Inputs for Risk-Based Decision Making. CoRR (2023)
Zhenghao Zhang, Zhichao Wei, Shengfan Zhang, Zuozhuo Dai, Siyu Zhu
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything Model. CoRR (2023)
Maryam Kheirandish, Donald Catanzaro, Valeriu Crudu, Shengfan Zhang
Integrating landmark modeling framework and machine learning algorithms for dynamic prediction of tuberculosis treatment outcomes. J. Am. Medical Informatics Assoc. 29 (5) (2022)
Daniel Liu, Shengfan Zhang, Maryam Alimohammadi, Feliciani Yu Jr.
Evaluating a Vendor-derived Pediatric Sepsis Predictive Model in Acute Care Settings. AMIA (2022)
Bin Li, Shengfan Zhang, Stephen Hoover, Ryan Arnold, Muge Capan
Microsimulation Model Using Christiana Care Early Warning System (CEWS) to Evaluate Physiological Deterioration. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Mahboubeh Madadi, Shengfan Zhang, Louise M. Henderson
Evaluation of breast cancer mammography screening policies considering adherence behavior. Eur. J. Oper. Res. 247 (2) (2015)