Entries for DataWorks! Prize 2024

We propose to develop a context-aware eye scan analysis model fusing LLMs with U-Net architecture improving accuracy and clinical insights.

Develop ML models for NMR shift prediction and molecular structure elucidation. Create a web service for molecular structure analysis.

Using data from Reddit and similar platforms, we aim to identify a collection of stressful life events relevant to contemporary society

This project develops AI model for dual screening of pulmonary conditions and CVD by reusing the existing chest CT scans.

The idea is to develop a tumor model by creating a longitudinal tumor data cohort and building a progression model with biological priors.

Transparent and participatory realtime re-analysis and micro-publication of novel findings for spatial cell biology datasets

We implement a RAG based semantic search of DataCite meta data that produces relevant GREI datasets based on a research abstract prompt.

We explore how metabolomic markers of cellular senescence & cell cycle phase overlap with markers of human aging & reproductive fitness.

PDA: 40 years of designed proteins, uncovering trends, showcasing deep learning's influence, and opening new bioengineering doors.

Using AI/ML to analyze data from global repositories, we uncover health disparities and inform interventions for equitable health outcomes.

BRELTH enhance public health & national security by providing real-time detection, analysis, and prediction of emerging biological threats.