Neha
Jain
Neha is a Bioinformatics Master's Student at Georgia Institute of Technology, she also did her undergraduate degree in Computer Science with threads in Intelligence and Modeling & Simulation from Georgia Institute of Technology. Neha's research interests include computational drug design, genomics, autoimmune disease prediction, and generative AI with medical imaging data. Her main interest lies in the intersection of machine learning and medicine.
Research Interests
Jain N, Hornback A, Wang MD. EMxDesign: A Genetic Algorithm for High Affinity Drug Design. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO ’24 Companion. Association for Computing Machinery; 2024:439-442. doi:10.1145/3638530.3654423
Jain, N., Hornback, A., Isgut, M., & Wang, M. D. (2024). Self Organizing Map for Interpretable Genomic Clustering for Autoimmune Phenotype Prediction [Poster presentation]. MCBios 2024, Emory University, Atlanta, GA.
Isgut M, Jain N, Hornback A, Samel K, Wang M. GeneDAE: A Sparse Denoising Autoencoder for Deriving Interpretable Gene Embeddings. In: Tiny Papers @ ICLR 2023. ICLR; 2023. https://openreview.net/forum?id=cxmjk8O3Yn
Isgut M, Hornback A, Luo Y, Khimani A, Jain N, Wang MD. Are gene-by-environment interactions leveraged in multi-modality neural networks for breast cancer prediction? arXiv preprint arXiv:2407 20978. Published online 2024.
Khimani A, Hornback A, Jain N, Avula P, Jaishankar A, Wang MD. Predicting Cardiovascular Disease Risk in Tobacco Users Using Machine Learning Algorithms. In: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). ; 2024:1-5. doi:10.1109/EMBC53108.2024.10782885
Jaishankar A, Jain N, Hornback A, Khimani A, Avula P, Wang MD. Identifying Features for Keloid Scars Subtyping Using K-Modes Clustering. In: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). ; 2024:1-6. doi:10.1109/EMBC53108.2024.10782576
Heisdorffer J, Shiue L, Wang Q, Dhungana P, Jain N, Reilkoff R. 317: Optimal ICU provider staffing may actually be suboptimal. Crit Care Med. 2019;47(1):140. doi:10.1097/01.ccm.0000551071.63348.87
Portis A, Jain N, Portis J, Neises S. MP02-18 NON-NARCOTIC EMERGENCY MANAGEMENT OF RENAL COLIC IMPROVES LENGTH OF STAY AND DISCHARGE RATE. J Urol. 2018;199(4S):e19. doi:10.1016/j.juro.2018.02.144