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15,895 grants matching “artificial intelligence”
Collaborative Research: EPIIC: Developing Emerging Technology Ecosystem Partnerships for Primarily Undergraduate Institutions
$799,996Roberto A Flores · Christopher Newport University · · FY2023 · TIP
** AWARDS ISSUED PRIOR TO JANUARY 20, 2025, WERE FUNDED UNDER PREVIOUS ADMINISTRATIONS AND MAY NOT REFLECT THE PRIORITIES AND POLICIES OF THE CURRENT ADMINISTRATION.** PORCINE REPRODUCTIVE AND RESPIRATORY SYNDROME VIRUS-TYPE 2 (PRRSV-2) IS A RAPIDLY EVOLVING RNA VIRUS IMPACTING ~30-50% OF BREEDING FARMS. SWINE PRODUCERS SEQUENCE THOUSANDS OF VIRUSES ANNUALLY AS PART OF DISEASE MANAGEMENT, BUT ARE FRUSTRATED BY LIMITATIONS IN TRANSLATING GENETIC DATA TO PHENOTYPIC INSIGHTS RELEVANT FOR DECISION-MAKING. OUR OBJECTIVE IS TO CREATE AN INTEGRATIVE DATA SCIENCE PLATFORM TO PREDICT THE IMMUNOGENIC AND EPIDEMIOLOGIC PHENOTYPE OF PRRSV-2 VARIANTS THROUGH BREAKING BARRIERS AND BUILDING CONNECTIVITY AMONG AI/ML ACROSS STRUCTURAL BIOLOGY, COMPUTATIONAL IMMUNOLOGY, AND GENOMIC EPIDEMIOLOGY.SPECIFICALLY, WE WILL APPLY UNSUPERVISED LEARNING TO IDENTIFY CLUSTERS (VARIANTS) OF CLOSELY RELATED GENETIC SEQUENCES WITHIN LARGE-SCALE DATABASES. WE WILL MEASURE STRUCTURAL DIVERGENCE BETWEEN VARIANTS (HYPOTHESIZED TO INFLUENCE IMMUNOGENICITY AND ANTIBODY BINDING) USING ALPHAFOLD 2.0, AN ARTIFICIAL INTELLIGENCE TOOL RECENTLY DEVELOPED FOR 3D STRUCTURAL PREDICTIONS OF PROTEIN FOLDING. WE WILL THEN APPLY MACHINE LEARNING TO EXPERIMENTAL DATA ON ANTIBODY CROSS-REACTIVITY AMONGST VARIANTS TO BUILD A MODEL THAT PREDICTS ANTIGENIC DISTANCE BASED ON GENETIC DISSIMILARITIES AND STRUCTURAL DIVERGENCE METRICS. LASTLY, WE WILL DEVELOP A MACHINE LEARNING ALGORITHM THAT PREDICTS A VARIANT'S EPIDEMIOLOGIC FITNESS (I.E., EXPANSION OF A GIVEN VARIANT THROUGH TIME) BASED ON ANTIGENIC DISTANCE, STRUCTURAL DIVERGENCE, AND PHYLOGENETIC FEATURES.WE WILL ALSO CREATE AN HTML-BASED VISUALIZATION PLATFORM THAT ALLOWS STAKEHOLDERS TO CLASSIFY AND CONTEXTUALIZE THEIR OWN SEQUENCES WITHIN THE BROADER PHENOTYPIC DIVERSITY OF THE VIRUS. THIS INTEGRATION OF BACK-END ANALYTICAL METHODS AND FRONT-END VISUALIZATION TOOLS WILL IMPROVE HUMAN-DATA INTERACTIONS SURROUNDING INTERPRETATION OF SEQUENCE DATA AND SUPPORT DECISION-MAKING ABOUT APPROPRIATE DISEASE MANAGEMENT AND IMMUNIZATION PRACTICES WITHIN THE SWINE INDUSTRY.
$799,993Regents Of The University Of Minnesota · · FY2023 · National Institute of Food and Agriculture
Collaborative Research: RI: Medium: MoDL: Occams Razor in Deep and Physical Learning
$799,942Pratik A Chaudhari · University Of Pennsylvania · · FY2022 · CSE
Collaborative Research: RI: Medium: A Rigorous, General Framework for Tractable Learning of Large-Scale DAGs from Data
$799,933Pradeep K Ravikumar · Carnegie Mellon University · · FY2020 · CSE
SLES: Whitebox Testing, Debugging, and Repairing for Multi-module Autonomous Vehicles in Near-Collision Traffic Scenarios
$799,921Tianyi Zhang · Purdue University · · FY2024 · CSE
Collaborative Research: RI: Medium: Superhuman Imitation Learning from Heterogeneous Demonstrations
$799,368Brian Ziebart · University Of Illinois At Chicago · · FY2023 · CSE
Collaborative Research: Frameworks: MPI4AI: Enhancing Performance and Productivity of AI Science through Next-generation High Performance Communication Abstractions
$799,321Bogdan F Nicolae · Illinois Institute Of Technology · · FY2025 · CSE
Collaborative Research: CPS Medium: Learning through the Air: Cross-Layer UAV Orchestration for Online Federated Optimization
$799,204Abolfazl Hashemi · Purdue University · · FY2023 · CSE
Cardiovascular risk from comprehensive evaluation of the CT calcium score exam
$799,168David L Wilson · Case Western Reserve University · R01 · FY2023 · HL
CCRI: ENS: Collaborative Research: Developing the Dialog Ecosystem to Support and Enhance Research in Spoken Dialog Systems
$798,909David R Traum · University Of Southern California · · FY2019 · CSE
Risk Stratification for and Early Detection of Liver Cancer
$798,777Fasiha Kanwal · Baylor College Of Medicine · U01 · FY2025 · CA
CAREER: Toward energy-efficient bio-inspired magnonic processing with nanomagnetic arrays
$798,759Matthias B Jungfleisch · University Of Delaware · · FY2024 · MPS
Quantitative Biophotonics for Tissue Characterization and Function
$798,641Amir H Gandjbakhche · Eunice Kennedy Shriver National Institute Of Child Health & Human Development · ZIA · FY2020 · HD
Artificial intelligence analysis of atrial remodeling evolution in patients with atrial fibrillation: Towards optimal ablation strategies
$798,602Natalia A. Trayanova · Johns Hopkins University · R01 · FY2023 · HL
MRI: Development of Monitors for Alaskan and Canadian Auroral Weather in Space (MACAWS)
$798,259Anthea J Coster · Northeast Radio Observatory Corp · · FY2017 · GEO
Human/AI Co-Orchestration of Dynamically-Differentiated Collaborative Classrooms
$797,995Vincent Aleven · Carnegie Mellon University · · FY2018 · CSE
Quantitative model-based ESUS reclassification using cardiac and cerebral vessel wall MRI
$797,438Mahmud Mossa-Basha · University Of Washington · R01 · FY2022 · NS
Exploring Social Learning in Collaborative Augmented Reality with Virtual Agents as Learning Companions
$797,242Marjorie A Zielke · University Of Texas At Dallas · · FY2019 · CSE
Collaborative Research: Middle School Teacher and Student's Experiences with Artificial Intelligence via Computational Cameras
$797,174Suren Jayasuriya · Arizona State University · · FY2020 · EDU
A Family Genetic Study of Autism and Fragile X Syndrome
$797,161Molly C Losh · Northwestern University · R01 · FY2025 · MH
Explainable Machine Learning to Guide Prefrontal Brain Stimulation
$796,927Zaid Harchaoui · University Of Washington · R01 · FY2024 · MH
UKRI/BBSRC-NSF/BIO: Interpretable and Noise-Robust Machine Learning for Neurophysiology
$796,800Mohsen Imani · University Of California-Irvine · · FY2023 · BIO
Clinical evaluation of a commercially viable machine learning algorithm to automatically detect shoulder muscle pathology
$796,748Lara Isabella Riem · Springbok, Inc. · R44 · FY2024 · AR
SBIR Phase II: Commercial Development of An Intelligent Modular Robot Platform for Research and Education
$796,678Graham G Ryland · Barobo, Inc. · · FY2012 · TIP
Alzheimer's MultiOme Data Repurposing: Artificial Intelligence, Network Medicine, and Therapeutics Discovery
$796,538Feixiong Cheng · Cleveland Clinic Lerner Com-Cwru · U01 · FY2024 · AG