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15,895 grants matching “artificial intelligence”
Multi-source clinical Question Answering system
$491,408Guergana K. Savova · Boston Children'S Hospital · RC1 · FY2010 · LM
THE OBJECTIVE OF THIS PROPOSAL IS TO DEVELOP AN EASY-TO-USE MONITORING TOOL FOR TWOSPOTTED SPIDER MITES (TSSM) USING A SMARTPHONE VISION AND DEEP LEARNING, AND USE THE SYSTEM IN TSSM MANAGEMENT.STRAWBERRY AND ALMOND ARE TWO IMPORTANT HORTICULTURAL CROPS WORLDWIDE. CALIFORNIA AND FLORIDA ARE THE LEADING PRODUCING STATES IN THE U.S. TSSM, TETRANYCHUS URTICAE KOCH, IS A MAJOR FOLIAR PEST OF STRAWBERRIES AND ALMOND, CAUSING SIGNIFICANT YIELD LOSSES. RECENTLY, TSSM RESISTANCE TO COMMONLY USED ACARICIDES WERE DOCUMENTED IN BOTH STATES, LEADING TO REEXAMINATION OF MANAGEMENT PRACTICES. MITICIDE IS OFTEN APPLIED WEEKLY BUT SOMETIMES WHEN TSSM PRESENCE IS DETECTED OR SAMPLING INDICATES NOMINAL THRESHOLDS ARE REACHED.TO IMPROVE TSSM MONITORING, WE ARE PROPOSING TO DEVELOP AN EASY-TO-USE METHOD TO COUNT MITES ON STRAWBERRY AND ALMOND LEAVES, IMPLEMENTING VISION TECHNIQUES AND DEEP LEARNING (ARTIFICIAL INTELLIGENCE) USING SMARTPHONE. THIS TOOL WILL ALLOW STAKEHOLDERS AND PEST CONTROL ADVISORS (PCAS) TO COUNT ACTUAL TSSM NUMBERS MORE ACCURATELY WITH LIFE STAGES DIFFERENTIATED, FREQUENTLY, AND EXTENSIVELY IN FIELDS.RESULTS CAN BE USED TO CHOOSE AND ROTATE MITICIDE WITH APPROPRIATE MODES OF ACTION (E.G., OVICIDE IF EGGS NUMEROUS) AND MAKE APPLICATIONS ONLY WHEN TSSM PRESENCE IS DETECTED OR POPULATIONS INCREASE. THE PROPOSED SYSTEM COULD BE APPLICABLE TO MANY OTHER CROPS.THIS PROJECT ALIGNS DIRECTLY WITH THE PRIORITY OF "ENGINEERED DEVICES, TECHNOLOGIES, AND TOOLS TO IMPROVE AGRICULTURALLY RELEVANT PLANT SYSTEMS" IN THE AGRICULTURAL ENGINEERING PROGRAM.WITH BETTER TSSM MONITORING, SCIENCE-BASED DECISIONS TO APPLY CONTROLS WILL LEAD TO IMPROVED RESISTANCE MANAGEMENT, GREATER FEASIBILITY OF USING MITICIDE ALTERNATIVES, AND ENVIRONMENTAL AND HUMAN-HEALTH BENEFITS BY REDUCING AMOUNTS OF MITICIDE USED.
$491,401University Of Florida · · FY2019 · National Institute of Food and Agriculture
Citizen Scrutiny and Government Efforts to Fight Corruption
$491,267Michael C Best · Columbia University · · FY2021 · SBE
Integrative Neuronal Systems
$491,200Mriganka Sur · Massachusetts Institute Of Technology · T32 · FY2012 · GM
Micromachined microphones with in-plane and out-of-plane directivity
$490,980Caesar Theodore Garcia · Silicon Audio, Inc. · R44 · FY2016 · DC
Interplay of inherent promiscuity and specificity in protein biochemical function with applications to drug discovery and exome analysis
$490,958Jeffrey Skolnick · Georgia Institute Of Technology · R35 · FY2024 · GM
Interplay of inherent promiscuity and specificity in protein biochemical function with applications to drug discovery and exome analysis
$490,958Jeffrey Skolnick · Georgia Institute Of Technology · R35 · FY2025 · GM
Interplay of inherent promiscuity and specificity in protein biochemical function with applications to drug discovery and exome analysis
$490,958Jeffrey Skolnick · Georgia Institute Of Technology · R35 · FY2023 · GM
Interplay of inherent promiscuity and specificity in protein biochemical function with applications to drug discovery and exome analysis
$490,958Jeffrey Skolnick · Georgia Institute Of Technology · R35 · FY2021 · GM
Interplay of inherent promiscuity and specificity in protein biochemical function with applications to drug discovery and exome analysis
$490,958Jeffrey Skolnick · Georgia Institute Of Technology · R35 · FY2022 · GM
THE IMMUNOLOGY DATABASE AND ANALYSIS PORTAL (IMMPORT)
$490,816Atul Butte · · N01 · FY2025 · AI
Evidence-based guidance to support internal and external validity of AI healthcare datasets
$490,452Nicole A Martinez-Martin · Stanford University · R01 · FY2025 · HG
CAIG: ECHO: Environmental Context-aware geoHazard mOnitoring AI for Sinkhole Precursor Detection
$490,382Minhee Kim · University Of Florida · · FY2025 · GEO
Administrative Core
$490,302Faye S Taxman · George Mason University · U2C · FY2025 · DA
Intelligent treatment planning for cancer radiotherapy
$490,133Steve Bin Jiang · Ut Southwestern Medical Center · R01 · FY2021 · CA
Intelligent treatment planning for cancer radiotherapy
$490,133Steve Bin Jiang · Ut Southwestern Medical Center · R01 · FY2020 · CA
Research Coordination Network (RCN) for Privacy Preserving Data Sharing and Analytics
$490,133Jules Polonetsky · Fpf Education And Innovation Foundation · · FY2024 · CSE
CAREER: Modeling Situated Intention during Nondeterministic Pedestrian-Vehicle Interactions through Explainable Compositional Learning of Naturalistic Driving Data
$490,012Renran Tian · Indiana University · · FY2022 · CSE
CAS: Developing Methods for Reaction Modeling to Tune Catalysts for Substrate Variability
$490,000Aaron L Odom · Michigan State University · · FY2020 · MPS
Collaborative Research: FuSe: Deep Learning and Signal Processing using Silicon Photonics and Digital CMOS Circuits for Ultra-Wideband Spectrum Perception
$490,000Vishal Saxena · University Of Delaware · · FY2023 · ENG
Collaborative Research: An Extended Reality Factory Innovation for Adaptive Problem-solving and Personalized Learning in Manufacturing Engineering
$490,000Faisal Aqlan · University Of Louisville Research Foundation Inc · · FY2023 · CSE
IN THIS PROJECT, WE PROPOSE A NOVEL FRAMEWORK OF CLIMATE SMART ANALYTICS (CSA) FOR IRRIGATION MANAGEMENT. THIS FRAMEWORK IS DRIVEN BY STATE-OF-ART NUMERICAL WEATHER PREDICTIONS, SATELLITE EARTH OBSERVATIONS, CROP SIMULATION MODELS, DIGITAL GSSURGO SOIL DATABASE, AND ARTIFICIAL INTELLIGENCE TECHNIQUES WITH ENHANCED EFFICIENCY AND FREE AND ROBUST COMPLEMENT TO EXPENSIVE GROUND-BASED SENSORS. THE RATIONALE IS THAT DEVELOPING A CSA FRAMEWORK TO SUPPORT IRRIGATION MANAGEMENT WILL LEAD TO NEW INFORMATION TECHNOLOGY ON MAXIMIZING WATER USE EFFICIENCY AT BOTH LOCAL AND REGIONAL SCALES. WE EXPECT TO HAVE THE PROTOTYPE CSA FRAMEWORK TO PROVIDE NOVEL ALGORITHMS, DATA, AND MODELS FOR IRRIGATION MANAGEMENT THAT WILL BE USED TO IMPROVE EXISTING IRRIGATION ADVISORY TOOLS IN THE FUTURE. SUCH A FRAMEWORK WILL CREATE NEW CAPACITIES TO MONITOR AND FORECAST CROP WATER NEEDS AT 10-M RESOLUTION AND IS READY TO BE AGGREGATED INTO DIFFERENT SPATIAL SCALES (I.E. FIELD, WATERSHED, AND REGION). THE FRAMEWORK WILL BE NO COST, SINCE IT IS DRIVEN BY OPEN-SOURCE, PUBLICALLY AVAILABLE NUMERICAL WEATHER PREDICTION MODEL FORECASTS, SENTINEL-2 SATELLITE IMAGES, AND CROP SIMULATION MODELS. THE PROPOSED CSA FRAMEWORK WILL SERVE AS A FOUNDATION FOR ANY IRRIGATION DECISION SUPPORT TOOL, AND WILL PROVIDE AN EFFICIENT, LOW COST, AND USABLE INFORMATION FOR FARMERS, LANDOWNERS, AND DECISION MAKERS TO IMPROVE THEIR IRRIGATION MANAGEMENT AND MAXIMIZE WATER USE EFFICIENCY. OUTCOMES FROM OUR PROJECT ARE EXPECTED TO LEAD TO INTELLIGENT IRRIGATION DECISION MAKING AIMED AT REDUCE THE WATER FOOTPRINT IN AGRO-ECOSYSTEMS, AS WELL AS MINIMIZE SOIL NUTRIENT LOSS AND ENVIRONMENTAL IMPACT DUE TO OVER-IRRIGATION.
$489,944Auburn University · · FY2019 · National Institute of Food and Agriculture
Collaborative Research: MFB: Integrating Deep Learning and High-throughput Experimentation to Rapidly Navigate Protein Fitness Landscapes for Non-native Enzyme Catalysis
$489,942Philip A Romero · University Of Wisconsin-Madison · · FY2022 · MPS
Automatic Recognition of Diet, Physical Activity and Sedentary Behavior Using a Smart Wearable Device
$489,821Mingui Sun · University Of Pittsburgh At Pittsburgh · R56 · FY2018 · DK
Collaborative Research: AI by 8: A research investigation led by a research-practice partnership on unplugged AI language arts instruction for young children
$489,803Jessica L Vandenberg · North Carolina State University · · FY2024 · EDU