Elly Kipkogei

Elly Kipkogei

Columbia University New York - New York / United States
Medical and Health Sciences / Biostatistics
AD Scientific Index ID: 5628534
person_outline Elly Kipkogei's MOST POPULAR ARTICLES
1-) Explainable transformer-based neural network for the prediction of survival outcomes in non-small cell lung cancer (NSCLC) medRxiv, 2021.10. 11.21264761, 2021
2-) Pretrained transformers applied to clinical studies improve predictions of treatment efficacy and associated biomarkers Nature Communications 16 (1), 2101, 2025
3-) AI-based predictive biomarker discovery via contrastive learning retrospectively improves clinical trial outcome
4-) AI-Driven Predictive Biomarker Discovery with Contrastive Learning to Improve Clinical Trial OutcomesG Arango-Argoty, DE Bikiel, GJ Sun, E Kipkogei, KM Smith, SC Pro, ...medRxiv, 2024.01. 31.24302104, 2024
5-) Enhancing Translational Medicine with Deep-Learning Transformers: Unveiling Biological Insights and Improving Predictions of Treatment EfficacyG Arango-Argoty, E Kipkogei, R Stewart, A Patra, I Kagiampakis, E JacobmedRxiv, 2023.09. 12.23295357, 2023