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Entries for DataWorks! Prize 2024
AiScan: Interdisciplinary Innovation & Ethical Use
We propose to develop a context-aware eye scan analysis model fusing LLMs with U-Net architecture improving accuracy and clinical insights.
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by
Peter Koulen
ML for NMR Shift Prediction and Structure Analysis
Develop ML models for NMR shift prediction and molecular structure elucidation. Create a web service for molecular structure analysis.
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by
Pengyu Hong's team
Enriching Stressful Life Events collection
Using data from Reddit and similar platforms, we aim to identify a collection of stressful life events relevant to contemporary society
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by
Dmitry Scherbakov
One Scan Dual Screening
This project develops AI model for dual screening of pulmonary conditions and CVD by reusing the existing chest CT scans.
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by
Reuse4CVD
A Longitudinal Data to Predict Tumor Progression
The idea is to develop a tumor model by creating a longitudinal tumor data cohort and building a progression model with biological priors.
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by
Shirui Luo
Crowdsourcing Spatial Analytics
Transparent and participatory realtime re-analysis and micro-publication of novel findings for spatial cell biology datasets
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by
Saad Nadeem's team
Designing RAG Agents for Reuse of GREI Datasets
We implement a RAG based semantic search of DataCite meta data that produces relevant GREI datasets based on a research abstract prompt.
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by
Michael Joseph Barrow's team
Metabolomic Fitness & Aging: From Cell to Society
We explore how metabolomic markers of cellular senescence & cell cycle phase overlap with markers of human aging & reproductive fitness.
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by
MetaboloMagic
Protein Designs for All (PDA)
PDA: 40 years of designed proteins, uncovering trends, showcasing deep learning's influence, and opening new bioengineering doors.
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by
Luigi Di Costanzo
Advancing Health Equity with AI-driven Analysis
Using AI/ML to analyze data from global repositories, we uncover health disparities and inform interventions for equitable health outcomes.
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by
The Data Love Co.
Brelth Bio surveillance
BRELTH enhance public health & national security by providing real-time detection, analysis, and prediction of emerging biological threats.
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by
woodson
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