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48,453 grants matching “machine learning”
Real-time spectroscopic photoacoustic/ultrasound (PAUS) scanner withsimultaneous fluence and motion compensation to guide and validateinterventions: system development and preclinical testing.
$732,665Matthew O'Donnell · University Of Washington · R01 · FY2023 · EB
Tentaculate ambush predators in 3D: Trophic effects of tentacle arrangement and morphology in an understudied group
$732,650Kelly Sutherland · University Of Oregon Eugene · · FY2025 · GEO
Biobehavioral Predictors of Illness Progression in Adolescent Depression
$732,647Vilma Gabbay · University Of Miami School Of Medicine · R01 · FY2024 · MH
Northwestern University Clinical and Translational Science Institute (NUCATS)
$732,568Susanna A McColley · Northwestern University At Chicago · TL1 · FY2020 · TR
Promoting algorithmic equity in in-hospital mortality prediction
$732,488Rachel Kohn · University Of Pennsylvania · R01 · FY2025 · HL
Experimental Particle Physics
$732,385Sally C Seidel · University Of New Mexico · · FY2025 · MPS
Text, Neuroimaging, and Memory: Unified Models of Corpora and Cognition
$732,296Kenneth Norman · Princeton University · · FY2010 · CSE
Instrumentation Development and Engineering Application Solutions (IDEAS) Shared Resource
$732,263Thomas Pohida · National Institute Of Biomedical Imaging And Bioengineering · ZIC · FY2024 · EB
Leveraging computational strategies to disentangle the genetic and neural underpinnings of ADHD and its associated cognitive systems
$732,244Tian Ge · Massachusetts General Hospital · R01 · FY2024 · MH
Milk-Omics: Systems Biology of Human Milk and Its Links to Maternal and Infant Health
$732,226Ellen W. Demerath · University Of Minnesota · R01 · FY2022 · HD
Air Pollution and Alzheimer's Disease and Related Dementias: A National Study
$732,182Liuhua Shi · Emory University · R01 · FY2021 · AG
Collaborative Research: Framework: Software: HDR: Building the Twenty-First Century Citizen Science Framework to Enable Scientific Discovery Across Disciplines
$732,172Laura Trouille · Adler Planetarium · · FY2019 · CSE
Using connectomics to characterize risk for Alzheimer's Disease
$732,130Jane E Joseph · Medical University Of South Carolina · R01 · FY2021 · AG
Core B: Integrative Data-Science Core
$732,023Katherine Snowden Pollard · J. David Gladstone Institutes · P01 · FY2021 · AG
VentNet: A Real-Time Multimodal Data Integration Model for Prediction of Respiratory Failure in Patients with COVID-19
$732,017Shamim Nemati · University Of California, San Diego · R01 · FY2023 · HL
** AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** COLD ATMOSPHERIC PRESSURE PLASMA (CAPP) IS A NOVEL FOOD PROCESSING TECHNOLOGY. CAPP, OR COLD PLASMA, IS THE FOURTH STATE OF MATTER. PLASMA FROM THE AIR, WHICH HAS MULTIPLE REACTIVE SPECIES, IS USED TO ENSURE FOOD SAFETY, IMPROVE FOOD QUALITY AND SHELF-LIFE, AND REDUCE FOOD ALLERGENS AND TOXINS. HOWEVER, DETERMINING THE OPTIMAL DOSAGE OF CAPP IS VERY CHALLENGING DUE TO THE SIMULTANEOUS ACTION OF MULTIPLE REACTIVE SPECIES AND OTHER AGENTS IN CAPP.IN THIS PROJECT, WE PLAN TO DEVELOP ENZYME- AND DNA-BASED BIOSENSORS THAT WILL CORRESPOND TO THE LEVEL OF MICROBIAL INACTIVATION AND PERCENT CHEMICAL DEGRADATION AT VARIOUS DOSES OF CAPP. SPECTROSCOPY AND OTHER DATA RESPONSES GENERATED FROM THE BIOSENSORS WILL BE USED TO TRAIN MACHINE-LEARNING MODELS TO PREDICT THE DOSES OF CAPP. THE MODELS WILL THEN BE APPLIED AND RECALIBRATED FOR PLASMA-TREATED FOOD AND FOOD CONTACT SURFACES TO PREDICT PLASMA DOSE AND CORRELATE TO FOOD QUALITY.THE COMPLEMENTARY SKILLS OF OUR RESEARCH TEAM WILL ENSURE THE SUCCESSFUL EXECUTION OF THIS PROJECT AND WILL PROVIDE FUNDAMENTAL KNOWLEDGE ON PLASMA DOSAGE. STANDARDIZING PLASMA TREATMENT WILL AID THE ADVANCEMENT OF THIS NOVEL TECHNOLOGY IN THE INDUSTRY AND HELP WITH REGULATORY APPROVAL.
$732,000North Carolina State University · · FY2024 · National Institute of Food and Agriculture
CAREER: MaLPhySiCS - Machine Learning-assisted Physics-based Simulation and Control of Soft robots
$732,000Mohammad Khalid Jawed · University Of California-Los Angeles · · FY2021 · ENG
Machine Learning and Deformable Model-based 4D Characterization of Cardiac Dyssynchrony from MRI
$731,935Dimitris N Metaxas · Rutgers, The State Univ Of N.J. · R01 · FY2022 · HL
CAREER: Experimental & Computational Studies of Ancient Sm-based RNA Assemblies
$731,845Cameron Mura · University Of Virginia Main Campus · · FY2014 · BIO
Advancing a novel portable detection method for cannabis intoxication
$731,789Melissa Culhane Maravic · Highlighti, Inc · R42 · FY2018 · DA
Modeling Core
$731,774Craig R Miller · University Of Idaho · P20 · FY2020 · GM
Functional and Structural Optical Brain Imaging
$731,743Amir H Gandjbakhche · Eunice Kennedy Shriver National Institute Of Child Health & Human Development · ZIA · FY2017 · HD
Collaborative Research: DMREF: Topologically Designed and Resilient Ultrahigh Temperature Ceramics
$731,650Gregory B Thompson · University Of Alabama Tuscaloosa · · FY2023 · MPS
Unraveling the Genetic Programs Engaged in ASD Neurons Through Coupled Transcriptomic and Phenotypic Readouts
$731,446Samouil Farhi · Broad Institute, Inc. · R01 · FY2023 · MH
Using Wearable Technology to Assess Recovery and Detect Post-Operative Complications Following Cardiothoracic Surgery
$731,402Chi-Fu Yang · Massachusetts General Hospital · R01 · FY2023 · HL