Author

Harshil Sharma

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Open access Oct 2026

Stage-Aware and Explainable Machine Learning for Predicting IVF Implantation

Predicting implantation outcomes in vitro fertilization (IVF) is challenging because clinically relevant information becomes available at different points during treatment. In this study, we developed a stage-aware, leakage-conscious, and explainable machine-learning framework to predict implantation using a public IVF...

H. Sharma, K. Yemelong, A. Carmona et al. · medRxiv · 0 citations

Open access Sep 2026

The Unreasonable Effectiveness of Cell Types in Describing Neuronal Physiological Features

It is found that basic cell type descriptions often predicted electrical properties better than more complex gene-based methods alone, and when linking data is in the hundreds, simpler representations outperform large general-purpose AI models in isolation, but the two approaches may be complementary rather than compet...

Harshil Sharma, Xiao-Ping Liu, Thomas Chartrand et al. · bioRxiv · 0 citations