Jonathan B. Mitchem

According to our database, Jonathan B. Mitchem authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Identifying gene expression programs in single-cell RNA-seq data using linear correlation explanation.

Yulia I. Nussbaum, K. S. M. Tozammel Hossain, Jussuf T. Kaifi, Wesley C. Warren, Chi-Ren Shyu, Jonathan B. Mitchem

J. Biomed. Informatics, 2024

2023

Understanding common key indicators of successful and unsuccessful cancer drug trials using a contrast mining framework on ClinicalTrials.gov.

Shu-Kai Chang, Danlu Liu, Jonathan B. Mitchem, Christos Papageorgiou, Jussuf T. Kaifi, Chi-Ren Shyu

J. Biomed. Informatics, March, 2023

2021

Explainable artificial intelligence in high-throughput drug repositioning for subgroup stratifications with interventionable potential.

Zainab Al-Taie, Danlu Liu, Jonathan B. Mitchem, Christos Papageorgiou, Jussuf T. Kaifi, Wesley C. Warren, Chi-Ren Shyu

J. Biomed. Informatics, 2021

2020

Identifying patient-specific flow of signal transduction perturbed by multiple single-nucleotide alterations.

Olha Kholod, Chi-Ren Shyu, Jonathan B. Mitchem, Jussuf T. Kaifi, Dmitriy Shin

Quant. Biol., 2020

Using novel exploratory subgroup mining to determine complication patterns of post colectomy based on hospital characteristics.

Yuanyuan Shen, Danlu Liu, Chi-Ren Shyu, Jonathan B. Mitchem

Proceedings of the AMIA 2020, 2020

Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis.

Zainab Al-Taie, Danlu Liu, Christos Papageorgiou, Jussuf T. Kaifi, Jonathan B. Mitchem, Chi-Ren Shyu

Proceedings of the AMIA 2020, 2020

2019

Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations.

Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019