Mengyao Ji

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Learning Mechanisms

Interval Type Fuzzy Sets

Spiking Neural Networks

Evolutionary Algorithm

Top Venues

IEEE Trans. Reliab.

BMC Medical Informatics Decis. Mak.

Artif. Intell. Rev.

IEEE J. Biomed. Health Informatics

Publications

Amogh Hiremath, Vidya Sankar Viswanathan, Kaustav Bera, Rakesh Shiradkar, Lei Yuan, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
Deep learning reveals lung shape differences on baseline chest CT between mild and severe COVID-19: A multi-site retrospective study. Comput. Biol. Medicine 177 (2024)
Lei Yuan, Mengyao Ji, Shuo Wang, Xinyu Wen, Pingxiao Huang, Lei Shen, Jun Xu
Machine learning model identifies aggressive acute pancreatitis within 48 h of admission: a large retrospective study. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Changcong Zhou, Qi Chang, Haodong Zhao, Mengyao Ji, Zhuangke Shi
Fault Tree Analysis With Interval Uncertainty: A Case Study of the Aircraft Flap Mechanism. IEEE Trans. Reliab. 70 (3) (2021)
Amogh Hiremath, Kaustav Bera, Lei Yuan, Pranjal Vaidya, Mehdi Alilou, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study. IEEE J. Biomed. Health Informatics 25 (11) (2021)
Amogh Hiremath, Lei Yuan, Rakesh Shiradkar, Kaustav Bera, Vidya Sankar Viswanathan, Pranjal Vaidya, Jennifer Furin, Keith Armitage, Robert Gilkeson, Mengyao Ji, Pingfu Fu, Amit Gupta, Cheng Lu, Anant Madabhushi
LuMiRa: An Integrated Lung Deformation Atlas and 3D-CNN Model of Infiltrates for COVID-19 Prognosis. MICCAI (7) (2021)
Xu Yang, Jiajun Lin, Wenhao Zheng, Jinfeng Zhao, Mengyao Ji, Yunlin Lei, Zenghao Chai
Research on learning mechanism designing for equilibrated bipolar spiking neural networks. Artif. Intell. Rev. 53 (7) (2020)
Zenghao Chai, Xu Yang, Zhilin Liu, Yunlin Lei, Wenhao Zheng, Mengyao Ji, Jinfeng Zhao
Correlation Analysis-Based Neural Network Self-Organizing Genetic Evolutionary Algorithm. IEEE Access 7 (2019)