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48,453 grants matching “machine learning”
Computational Pathology of Proteinuric Diseases
$627,585Laura Mariachiara Barisoni · Duke University · R01 · FY2022 · DK
Mechanisms and Predictors of Change in App-Based Mindfulness Training for Adolescents
$627,585Christian Anthony Webb · Mclean Hospital · R01 · FY2023 · AT
Quantitative Steady-State and Dynamic Metabolic MRI for Evaluating Patients with Glioma
$627,567Duan Xu · University Of California, San Francisco · R01 · FY2024 · CA
**AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** WE WILL ASSEMBLE AND MAKE PUBLIC A NOVEL DATABASE OF ALL STATE-LEVEL LEGISLATION AFFECTING THE COSTS AND REVENUES ASSOCIATED WITH AGRICULTURE IN THE UNITED STATES FOR THE PERIOD 1975 TO 2021, NO MATTER WHETHER THE OBJECTIVES OF THOSE POLICIES WERE DIRECTLY RELATED TO AGRICULTURE OR NOT. USING A COMBINATION OF WEB-SCRAPING, MACHINE-LEARNING METHODS, AND ARTIFICIAL INTELLIGENCE, WE (I) ANALYZE ALL STATE-LEVEL LEGISLATION THE STUDY 1975-2021 TO IDENTIFY ANY POLICIES THAT ARE LIKELY TO AFFECT AGRICULTURAL COSTS AND REVENUES, EITHER DIRECTLY OR INDIRECTLY, (II) DEVELOP A MECHANISM TO CLASSIFY WHETHER AND HOW EACH POLICY INCREASES OR DECREASES THOSE SAME AGRICULTURAL COSTS AND REVENUES FOR SPECIFIC COMMODITIES AND CROPS WITHIN EACH STATE, AND (III) CREATE A WEB-BASED TOOL TO ALLOW OTHER RESEARCHERS TO SEARCH AND BROWSE COLLECTED POLICIES BY COMMODITY OR CROP. WE WILL USE THESE DATA TO ANSWER THREE SPECIFIC RESEARCH QUESTIONS. FIRST, WHAT ARE THE BROAD PATTERNS OVER TIME WHEN IT COMES TO AGRICULTURAL POLICY IN THE U.S.? SECOND, WHAT ARE THE GEOGRAPHICAL PATTERNS? THIRD, WE WILL ANALYZE THE CORRELATES OF AGRICULTURAL POLICY WITHIN EACH STATE FOR THE STUDY PERIOD. FINALLY, WE WILL WRITE A CODEBOOK TO ALLOW RESEARCHERS INTERESTED IN USING THESE DATA FOR THEIR OWN RESEARCH PURPOSES, AND WE WILL MAKE THE CODEBOOK, DATA, AND WEB-BASED TOOL PUBLICLY AVAILABLE THROUGH THE WEBSITES OF OUR RESPECTIVE INSTITUTIONS.
$627,562Regents Of The University Of Minnesota · · FY2022 · National Institute of Food and Agriculture
Defining cell types, lineage, and connectivity in developing human fetal cortex
$627,560Daniel H Geschwind · University Of California Los Angeles · U01 · FY2015 · MH
Blocking CMV transmission through the human milk metabolome and microbiome
$627,556Tatiana T. Marquez-Lago · University Of Alabama At Birmingham · R01 · FY2022 · HD
Focal Laser Ablation of Prostate Cancer using MR/US Fusion
$627,518Leonard Stephen Marks · University Of California Los Angeles · R01 · FY2017 · CA
A Smart Ring for Cuffless Blood Pressure to Reduce Health Disparities in People of Color
$627,449Roozbeh Jafari · Massachusetts Institute Of Technology · R01 · FY2024 · EB
Evidence to improve heat warning effectiveness in reducing morbidity and mortality.
$627,397Gregory A Wellenius · Boston University Medical Campus · R01 · FY2021 · ES
Understanding the Multilevel Drivers of Liver Cancer Disparities
$627,382Salma Shariff-Marco · University Of California, San Francisco · R01 · FY2023 · CA
Targeted degradation of CDK4 and 6 to overcome treatment resistance in breast cancer
$627,371Prasanna G Alluri · Ut Southwestern Medical Center · R01 · FY2025 · CA
Noninvasive imaging and blood biomarkers for personalized lung cancer immunotherapy
$627,344Ruijiang Li · Stanford University · R01 · FY2025 · CA
Development of Stem Cell-based Therapies for Limbal Stem Cell Deficiency
$627,319Sophie Deng · University Of California Los Angeles · R01 · FY2025 · EY
LIVOPT -- LIVer cirrhosis - Optimizing Prediction of Patient OuTcomes
$627,274Daniela P Ladner · Northwestern University At Chicago · R01 · FY2021 · AG
Mechanical Biomarkers of Chronic Low Back Pain
$627,267Adam Goode · Duke University · R01 · FY2023 · AR
THE OVERALL GOALS OF THIS PROJECT ARE TO INVESTIGATE THE EFFECTS OF BLACKCURRANT (BC) SUPPLEMENTATION ON CHANGES IN GUT MICROBIOTA AND BONE DENSITY IN POSTMENOPAUSAL FEMALES AND TO ELUCIDATE THE INTERRELATIONSHIP OF BC AND GUT MICROBIOTA ON BONE LOSS MITIGATION BY APPLYING A MULTI-OMICS APPROACH. FOR THIS PURPOSE, WE PROPOSE TO CONDUCT A 3-ARM PARALLEL, DOUBLE-BLIND, RANDOMIZED CONTROLLED TRIAL WITH BC SUPPLEMENTATION FOR 12 MONTHS IN POSTMENOPAUSAL FEMALES AGED 45-70 YEARS. THE PRIMARY ENDPOINTS ARE % CHANGES FROM BASELINE IN WHOLE-BODY, LUMBER SPINE, TOTAL HIP, AND FEMORAL NECK BONE MINERAL DENSITY AT MONTHS 6 AND 12; SECONDARY ENDPOINTS INCLUDE P1NP, RANKL, IL-1Β, TREGS, IGF-1, IGFBP4, RUMINOCOCCUS2, SCFA BUTYRATE, GALLIC ACID, AND PROTOCATECHUIC ACID. THE SPECIFIC OBJECTIVES OF THE STUDY ARE TO INVESTIGATE THE EFFECTS OF BC ON: 1) BONE MASS AND BONE REMODELING MARKERS AND 2) CHANGES IN THE GUT MICROBIOME, IMMUNE AND ENDOCRINE RESPONSES AND THEIR INTERRELATIONSHIPS WITH CHANGES IN BONE MASS; 3) DELINEATE THE INTERPLAY OF BC-GUT MICROBIOTA-BONE THROUGH MICROBIOTA-DERIVED METABOLITES; AND 4) DEVELOP AND VALIDATE AN INTERPRETABLE MACHINE LEARNING ALGORITHM THAT INTEGRATES META DATA AND MOLECULAR DATA TO PREDICT EFFECTIVENESS AND PERSONAL VARIABILITY IN RESPONSE TO BC INTERVENTION. THE PROPOSED STUDY WILL PROVIDE NOVEL INSIGHT INTO WHETHER AND HOW BC REDUCES THE RISK OF POSTMENOPAUSAL BONE LOSS VIA THE GUT-BONE AXIS. FURTHERMORE, DEVELOPING AN ALGORITHM FOR EFFECTIVENESS PREDICTION IN A FOOD-BASED CLINICAL TRIAL WILL PROVIDE A SCIENTIFIC BASIS TO ESTABLISH PERSONALIZED NUTRITION RECOMMENDATIONS AND STRATEGIES FOR ADULT FEMALES' HEALTH AND IDENTIFY WHY METABOLIC HETEROGENEITY EXISTS, WHICH IS CRITICAL FOR FUTURE ADVANCES IN PRECISION NUTRITION.
$627,220University Of Connecticut · · FY2025 · National Institute of Food and Agriculture
Positive Valence Systems and Manic Symptom Trajectories in Adolescent Depression
$627,111Cecile D. Ladouceur · University Of Pittsburgh At Pittsburgh · R01 · FY2022 · MH
COINSTAC 2.0: decentralized, scalable analysis of loosely coupled data
$627,034Vince D Calhoun · Georgia State University · R01 · FY2020 · DA
Epidemiology of blood pressure responses to perturbations: Correlates and prognosis for vascular risk, end-organ damage, cognitive aging and preclinical Alzheimer's disease
$627,006Vasan S. Ramachandran · University Of Texas Hlth Science Center · R01 · FY2023 · AG
Harmonizing and Archiving of Large-scale Infant Neuroimaging Data
$627,005Gang Li · Univ Of North Carolina Chapel Hill · RF1 · FY2021 · MH
Model-based neural control of brain stimulation for neuropsychiatric disorders
$626,990Maryam Shanechi · University Of Southern California · R01 · FY2021 · MH
Computing, Optimizing, and Evaluating Quantitative Cancer Imaging Biomarkers
$626,891Sandy A Napel · Stanford University · U01 · FY2016 · CA
Characterizing, optimizing, and harmonizing cancer detection with PET imaging
$626,878Paul E Kinahan · University Of Washington · R01 · FY2025 · CA
Examining the Wildfire Aerosol-Atmosphere Interactions and Impacts on Radiative Energy Budget
$626,867Xiaohong Liu · Texas A&M University · · FY2025 · GEO
Temporal relation discovery for clinical text
$626,851Guergana K. Savova · Boston Children'S Hospital · R01 · FY2019 · LM