Singh Lab @ Brown

scMultiNODE: Recovering Developmental Dynamics in Weakly Resolved Modalities through Multi-Modal Integration

Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset

This is the official repository for 'The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models.' This project investigates how distinct medical personas influence LLM behavior and safety alignment across complex clinical scenarios.

Diffusion-based Representation Integration for Foundation models in spatial Transcriptomics

snRNA-seq aging clock for the Drosophila head. Companion code for Tennant et al., Scientific Reports (2026). doi:10.1038/s41598-026-48613-0

A contrastive learning based approach to learn universal cell representation

Spatial Transcriptomics cluster Inference with Nested GNNs

Compartment prediction using Recurrent Neural Network

Official Implementation of K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction.

Memory Efficient Semantic Segmentation of Large Microscopy Images Using Graph-based Neural Networks