Author

Randy F. Sweis

University of ChicagoORCID 0000-0002-0497-9637Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Organism:human· 1 Approach:mechanistic / dynamical model· 1

Frequent Co-Authors

Alexander T. PearsoniD· 2 shared Anthony A. Fernald· 2 shared Daniel R. BergmaniD· 2 shared Erica Trujillo· 2 shared Lie LiiD· 2 shared Trachette Levon JacksoniD· 2 shared Yixuan WangiD· 2 shared Andrea ZiblatiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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2 shared papersCell Biology

Alexander T. PearsonORCID

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2 papers

Recent·Most cited

Cell BiologybioRxivPreprintJan 14, 2026

Enhancing Predictive Accuracy in Immunotherapy Models through Data Integration and Parameter Identifiability

Yixuan Wang, Daniel R. Bergman, Erica Trujillo…·Trachette Levon Jackson

This study improves immunotherapy model predictions by integrating data and ensuring parameter identifiability using ODE models and bladder cancer data.

DOI 10.64898/2026.01.12.699041

humanstatistical model

𝕏 PostBluesky

Cancer BiologyCancersPeer-reviewedAug 23, 2024

Agent-Based Modeling of Virtual Tumors Reveals the Critical Influence of Microenvironmental Complexity on Immunotherapy Efficacy

Yixuan Wang, Daniel R. Bergman, Erica Trujillo…·Trachette Levon Jackson

This study compares ODE and ABM models to show how spatial components affect immunotherapy outcomes in tumors with different antigenicity and CTL killing mechanisms.

16 citationstop 5%

mechanistic / dynamical modelstatistical model

𝕏 PostBluesky