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48,453 grants matching “machine learning”
South Texas Alzheimer's Disease Center Clinical Core
$625,276Gabriel Alejandro De Erausquin · University Of Texas Hlth Science Center · P30 · FY2021 · AG
Biomarker-Based Tools for Treatment Response Decision Support of Bladder Cancer
$625,260Lubomir M Hadjiyski · University Of Michigan At Ann Arbor · U01 · FY2021 · CA
Vanderbilt Biomedical Informatics Training Program
$625,254Cynthia S Gadd · Vanderbilt University · T15 · FY2008 · LM
Collaborative Research: DMREF: Atomically precise catalyst design for selective bond activation
$625,184Ayman M Karim · Virginia Polytechnic Institute And State University · · FY2023 · ENG
Aim 4: Target discovery for common disease mechanisms
$625,139Peter Karl Sorger · Harvard Medical School · P50 · FY2014 · GM
CRCNS Research Proposal: Collaborative Research: New Dimensions of Visual Cortical Organization
$625,115Steven Zucker · Yale University · · FY2018 · CSE
Patterns of neuronal activity underlying behavioral decisions
$625,108Mark Histed · National Institute Of Mental Health · ZIA · FY2018 · MH
**AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** OUR GOAL IS TO PREVENT PATHOGENS FROM GETTING INTO THE FOOD SUPPLY. FOOD PRODUCTION IN THE U.S. OFTEN TAKES PLACE IN LARGE, INDUSTRIAL PLANTS WITH COMPLEX NICHES (I.E. PLACES WHERE PATHOGENS CAN HIDE) THAT RESIST SANITATION EFFORTS. HOWEVER, LITTLE ANALYSIS HAS BEEN DONE ON THE MICROBIAL COMMUNITIES LIVING IN THESE NICHES, INCLUDING WHICH ATTRIBUTES OF THE NICHE DRIVE THE SELECTION FOR PARTICULAR MICROBES. MOST ENVIRONMENTAL SANITATION RESEARCH HAS NOT STUDIED THE ROLE OF SANITIZER FLUID FLOW IN AND OUT OF THE NICHE EVEN THOUGH WE KNOW THAT IT GREATLY IMPACTS MICROBIAL REMOVAL. WE AIM TO RESOLVE THESE UNKNOWNS BY IDENTIFYING AND DEFINING SPECIFIC MICROBIAL COMMUNITIES WITHIN DIFFERENT NICHES TO BETTER UNDERSTAND THE SOURCES OF IMPORTANT FOODBORNE PATHOGENS LIKELISTERIA MONOCYTOGENES. WE WILL COLLECT MORE THAN 1,000 ENVIRONMENTAL SAMPLES FROM THREE LARGE DAIRY PLANTS TO DEFINE THE MICROBIOME OF DIFFERENT NICHES. WE WILL THEN APPLY MACHINE LEARNING ALGORITHMS TO IDENTIFY THE FEATURES MOST PREDICTIVE OF SPECIFIC MICROBIAL TAXA, VERIFYING THESE ASSOCIATIONS USING LABORATORY STUDIES. FINALLY, WE WILL EXPLORE HOW COMPLEX FEATURES OF THE NICHE IMPACT ENVIRONMENTAL SANITATION BY RESTRICTING FLUID FLOW, USING SANITATION CHALLENGE STUDIES TO DETERMINE HOW SANITATION IMPACTS DIVERSE MICROBIAL COMMUNITIES. OVERALL, OUR WORK AIMS TO REDUCE OUTBREAKS AND RECALLS; ADVANCE SOURCE TRACKING AND ROOT CAUSE ANALYSIS AFTER CROSS-CONTAMINATION; AND SUPPORT BETTER DESIGN OF FOOD PLANTS TO STRATEGICALLY ELIMINATE MICROBIAL HARBORAGE POINTS.
$625,100Cornell University · · FY2022 · National Institute of Food and Agriculture
Bayesian machine learning for causal inference with incomplete longitudinal covariates and censored survival outcomes
$625,083Liangyuan Hu · Rutgers Biomedical And Health Sciences · R01 · FY2025 · HL
Interdisciplinary approach to elucidate modifiers of bleeding phenotype in factor XI deficiency
$625,071Alisa S Wolberg · Univ Of North Carolina Chapel Hill · R01 · FY2024 · HL
FAI: Fairness in Machine Learning with Human in the Loop
$625,000Yang Liu · University Of California-Santa Cruz · · FY2021 · CSE
FAI: Foundations of Fair AI in Medicine: Ensuring the Fair Use of Patient Attributes
$625,000Flavio Calmon · Harvard University · · FY2021 · CSE
Collaborative Research: CPS: Medium: ML-Assisted Marine Plume Identification using Networked Intelligent Underwater Vehicle Swarms
$625,000Dario Pompili · Rutgers University New Brunswick · · FY2025 · CSE
FAI: An Interpretable AI Framework for Care of Critically Ill Patients Involving Matching and Decision Trees
$625,000Cynthia D Rudin · Duke University · · FY2022 · CSE
FAI: Toward Fair Decision Making and Resource Allocation with Application to AI-Assisted Graduate Admission and Degree Completion
$625,000Furong Huang · University Of Maryland, College Park · · FY2022 · CSE
The brain organization of STEM concept knowledge: a neurally-based foundation for training, measuring, and assessing concept learning from basic knowledge to expertise
$625,000Robert Mason · Carnegie Mellon University · · FY2022 · SBE
HNDS-R: Brain network mechanisms of task-general cognition
$625,000Michael W Cole · Rutgers University Newark · · FY2022 · SBE
CAREER: Development of Adaptive and Efficient Computational Inverse Design Methods for Organic Functional Materials
$625,000Daniel P Tabor · Texas A&M University · · FY2023 · MPS
Collaborative Research: PPoSS: LARGE: ScaleStuds: Foundations for Correctness Checkability and Performance Predictability of Systems at Scale
$625,000Manos Kapritsos · Regents Of The University Of Michigan - Ann Arbor · · FY2021 · CSE
CAREER: CDS&E: Predictive Discovery of Complex Reaction Mechanisms
$625,000Paul Zimmerman · Regents Of The University Of Michigan - Ann Arbor · · FY2016 · MPS
CAREER: Many-body Ab initio Potentials and Quantum Dynamics Methods for "First Principles" Simulations in Solution: Hydration, Vibrational Spectroscopy, & Proton Transfer/Transport
$625,000Francesco Paesani · University Of California-San Diego · · FY2015 · MPS
CAREER: Advancing Mechanistic Understanding of Catalytic Plastic Waste Upcycling via Ab Initio Enhanced Sampling
$625,000Elizabeth M Lee · University Of California-Irvine · · FY2025 · ENG
CAREER: Probabilistic Models for Spatiotemporal Data with Applications to Dynamic Brain Connectivity
$624,999Oluwasanmi Koyejo · University Of Illinois At Urbana-Champaign · · FY2021 · CSE
RNA regulatory networks in neuronal cell type diversity and function
$624,986Chaolin Zhang · Columbia University Health Sciences · R01 · FY2022 · NS
TargetAD: A systems multi-omics approach to drug repositioning in Alzheimer's disease
$624,944Jan Krumsiek · Weill Medical Coll Of Cornell Univ · R01 · FY2021 · AG