A data-driven approach to establishing cell motility patterns as predictors of macrophage subtypes and their relation to cell morphology M Kesapragada, YH Sun, K Zhu, C Recendez, D Fregoso, HY Yang, ... PloS one 19 (12), e0315023, 2024 | 2 | 2024 |
Deep learning classification for macrophage subtypes through cell migratory pattern analysis M Kesapragada, YH Sun, K Zlobina, C Recendez, D Fregoso, HY Yang, ... Frontiers in Cell and Developmental Biology 12, 1259037, 2024 | 2 | 2024 |
Real-time diagnostics and personalized wound therapy powered by AI and bioelectronics H Li, H Yang, F Lu, WS Hee, N Asefifeyzabadi, P Baniya, A Gallegos, ... medRxiv, 2025.01. 12.25320338, 2025 | | 2025 |
Data-Driven Modeling and Analysis of Biological Systems’ Response Over Time M Kesapragada University of California, Santa Cruz, 2024 | | 2024 |
Generative model for Pseudomonad genomes M Kesapragada, RS Canon, SP Jungbluth, MP Joachimiak, AP Arkin, ... NeurIPS 2022 Workshop on Learning Meaningful Representations of Life, https …, 2022 | | 2022 |
Using Image Processing for Real-Time Feedback Control of Cell Migration and Classification of Cell Subtypes Under an Electric Field M Kesapragada, YH Sun, G Marquez, K Zhu, M Zhao, M Gomez 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
Data-driven classification of cell subtypes based on time-lapse microscopy of single cells M Kesapragada, YH Sun, C Recendez, D Fregoso, H Yang, R Isseroff, ... 2024 Joint Mathematics Meetings (JMM 2024), 0 | | |
An exploration of graph distances, graph curvature, and applications to network analysis K Jankiewicz, M Kesapragada, A Konstorum, K Leonard, N Riasat, ... | | |