Total number of projects: 88

Psychiatry

Date of Award Principal investigator Pilot Project Title Report
10/15/2019 Aubrey Chan Basolateral amygdala circuits in defensive behavior regulation Final Report
10/15/2019 Mark Niciu Molecular Antidepressant Signatures from Single Cell Transcriptomics in Human Induced Pluripotent Stem Cell-derived Human Cortical Spheroids Final Report
1/6/2021 Aislinn Williams Machine Learning to Enhance Detection of Depression-Related Behaviors and Improve Throughput in Animal Behavior Assays Final Report
1/6/2021 Dorit Kliemann, James Traer Characterizing Naturalistic Sound Features relevant for Mental Disorders in Human Behavior and Brain Function with Computational Models Final Report
5/25/2022 Nicholas Trapp Generating a “Roadmap” for Transcranial Magnetic Stimulation Targeting: Using Functional and Structural Connectivity Patterns from MRI to Predict Intracranial EEG Evoked Potential Propagation Patterns Following Transcranial Magnetic Stimulation  
4/20/2023 Jordan Schultz AI-derived indicators of Huntington disease  

 

Radiology

Date of AwardPrincipal investigatorPilot Project TitleReport
12/2/2019Girish BathlaUsing Neural Networks To Derive Volume of Ischemic Core and Hypo-perfused Brain Tissue Using Computed Tomography Perfusion And Brain DatasetsFinal Report
12/2/2019Sedat KandemirliAutomatic Segmentation and Volume Calculation of Intracranial Ventricular System on Computed TomographyFinal Report
12/2/2019Archana LaroiaPneumothorax Detection in Chest X-rays using Deep Neural Networks Final Report
12/2/2019Sarv PriyaLesion Segmentation and Use of Multiparametric deep learning-based radiomics model for differentiating between glioblastoma, primary CNS lymphoma and brain metastasis on magnetic resonance imaging Final Report
2/10/2021Girish Bathla, Sarv PriyaRadiomic based differentiation between glioblastoma and metastasis: comparison of two different contrast enhanced sequences.Final Report
2/23/2022Paul DiCamilloSelecting a Patient Population for a Retrospective Study Using Image Features: An Automated Patient Selection Technique for Navigating Large CT Image Sets 
2/23/2022Sarv PriyaDeep learning-based brain tumor segmentation using multimodality MRIFinal Report
2/15/2023Edgar Samaniego, Colin Derdeyn, Mohamed Elshikh, and Nam LeAutomated Identification and Segmentation of Intracranial AneurysmsFinal Report
10/2/2023Ahmad Shariftabrizi, Michael Graham, Omar Farouq, Brian Smith, Sinan Akay, Sam Payabvash, Yashant Aswani, Jessica SierenDelta radiomics in predicting response to CAR-T cell therapy 
4/1/2024Howard O’Rourke, Mohammad Kayali
Post Operative Scoliosis Assist Program (POSAP)
 
4/1/2024Ramandeep Singh, Natally AlarabAdvanced AI Algorithms for Detection, Quantification, and Characterization of Renal Stones in Dual-Energy CT and X-ray 
4/1/2024Zanoni, Matsuura, PoliceniCan AI identify occult nodal metastasis in oral squamous cell carcinoma? 

 

Tippie

Date of Award principal investigator Pilot project title report
12/3/2019 Bodi Vasi Developing New Measures for Research on Impression Management Final Report

2/21/2022

Minjee Sun Between the Originality and Popularity: How to Create Successful Digital Content  Final Report

 

CLAS

Date of awardprincipal InvestigatorPilot Project titleReport
12/3/2019Casey T. DeRooAutomated Searches of X-ray Data for the Earliest Black HolesFinal Report
12/3/2019Rishab Nithyanand, Brian Ekdale, Timothy HavensAlgorithmic Personalization and Online RadicalizationFinal Report
2/23/2021Johnny Cruz-Corchado, Josep Comeron, Veena PrahladDiscovering the rules that govern the response of organisms to stressFinal Report
2/23/2021James Shepherd, Laura Weiler, Tina MihmMachine learning long-range interactions in metals for drug discovery and semiconductor physicsFinal Report
2/23/2022Chris CheatumMachine Learning Classification of Two-Dimensional Infrared Spectra for High Throughput ScreeningFinal Report
2/15/2023Ishan Bhatt 

Understanding the role of genetics in acquired hearing loss and tinnitus using artificial intelligence

Final Report
2/15/2023Paul Dilley The AI-based Optimization of Settings for CT Imaging of Medieval Inks 
4/1/2024Sang Jung KimDetecting Extremist Symbols in News Coverage of Contentious Social Events 
4/1/2024Gary Pierce, Matthew ArmstrongEstimation of vascular age using the uncalibrated non-invasively-tonometry acquired radial artery pulse waveform. 

 

Biochemistry

date of award principal investigator  pilot project title report
1/27/2020 Maria Spies  G4TIRFM: a platform for massively parallel analysis of DNA G-quadruplexes-Deferred due to lack of data

 
1/27/2020 Michael Schnieders  Protein Structure Prediction by Combining Deep Learning with Physics-Based Simulations using the Force Field X Software  Final Report
3/30/2021 Brandon Davies Predicting interactions between extracellular lipases and endogenous inhibitors  Final Report
3/30/2021 Miles Pufall  Molecular Dynamics Simulation Trajectory Analysis to Understand DNA-binding Specificity  

 

Holden Comprehensive Cancer Center

Date of award principal investigator pilot project title  report 
2/5/2020 Robert Cornell  Predicting effects of Noncoding Variants associated with Breast Cancer Susceptibility using Machine Learning  Final Report
2/5/2020 Yusung Kim  Validation of predicted tumor recurrence lesions of deep learning-segmentation based prognostication (DESEP) model Final Report
2/5/2020 Jinha Park  Radiomic features of CT images of malignant melanoma tumors predict responses to checkpoint inhibition and immune activation Final Report

 

College of Engineering

date of awardprincipal investigatorpilot project titlereport
4/15/2020Shaoping Xiao & Ricardo Mantillae-Learning-Based Flood Forecasting and Control Final Report
4/15/2020Tae-Hong Lim & Stephen BaekDiscovery of the Spinal Musculoskeletal Mechanism for the Lumbar Stabilization using Bayesian Graph Convolutional Neural NetworksFinal Report
4/15/2020Thomas Nickl-Jockschat & Stephen BaekGene expression-driven brain parcellation via manifold convolutional neural network Final Report
4/17/2021Joe Gomes & Gregory CarmichaelDeep Digital Twins: A Framework to Make Cities More Sustainable and Resilient Final Report
4/17/2021Fatima Toor & Peter ThorneAI/ML supported analysis of multiple volatile organic compounds (VOCs) detection data with high spectral overlap Final Report
4/17/2021Shaoping Xiao  &  Ricardo MantillaArtificial Intelligence in Design of Active Reservoir System for Flood MitigationFinal Report
11/1/2022Samuel Zetumer, Kishlay Jha, & Hans JohnsonA Self-Supervised Machine Learning Framework for Automating Heart Failure IdentificationFinal Report
11/1/2022Rachel Vitali & Xueyu ZhuSoft Tissue Artifact Mitigation for Optical Motion Capture Technologies through Physics Informed Machine LearningFinal Report
11/1/2022Mathews Jacob & Sarv PriyaAccelerated free breathing LGE for early detection of Pulmonary HypertensionFinal Report
10/30/2023Yung-Wei Lin, Raghuraman Mudumbai, Weiyu XuQuantitative Behavioral Coding in a Partially Nested Randomized Control Trial with Racially Diverse Older Adults 
10/30/2023Jia Lu, Thomas FollandAI-enhanced microscope imaging of collagen bundles in vascular tissuesFinal Report
10/30/2023Fatima Toor, Jeffrey Johnson, Mohammed MilhemAI-assisted non-invasive identification of melanoma pathologies and healthy nevus via IR spectroscopy 

College of Education

Date of awardprincipal investigatorpilot project titlereport
4/2/2020Anne Estapa & Seth KingImmersive Virtual Mathematics Education for Teachers of Children with ASD (Project VIMEFinal Report
4/2/2022J. T. IzumiAssessing Social-Emotional Learning with Immersive Virtual Environments (SELIVE)Final Report
6/2/2023Seth KingImproving Data-Based Individualization through Artificial Intelligence: The IDEA Project 

COVID-19

date of award principal investigator pilot project title REPORT
5/2/2020 Weiyu Xu & Raghu Mudumbai (C. of Engineering)

High-Throughput and Low-Cost Testing of COVID-19 Viruses and Antibodies through Artificial Intelligence for Compressed Sensing - Follow-up proposal submitted and funded 

 

 

Injury Prevention Research Center - College of Public Health

date of awardprincipal investigatorpilot project titlereport
7/1/2020Colette Galet, Dionne Skeete,Kathleen RomanowskiIdentification of a signature predictive of fall injury and 30-day readmission for a fall in an elderly patient cohort Final Report
7/1/2020Anna Merrill, Juan Pablo Hourcade, Brandi Janssen, Heath Davis, Ryan CarnahanIdentifying Risk Factors to Predict Adverse Outcomes Related to Substance Use Final Report
7/1/2021Lisa RothNational/Iowa Violent Death Reporting system.  Visualization platform for law enforcement, medical examiner, and justice system Final Report
7/1/2021Cori Peek-AsaFirearms and circumstances of violent deaths Final Report
7/1/2022Jonathan PlattStructural Inequity and Intersectional Suicide Deaths in the United States Final Report
7/1/2022Elizabeth O'Neal“Advanced Eye Tracking of Moving Objects in Driving Simulation 

 

Carver College of Medicine

date of awardprincipal investigatorpilot project titlereport
7/1/2020Don Anderson, Geb Thomas, Stephen Baek, Matt KaramUtilizing AI/ML approaches to assess surgical performance and provide virtual coaching Final Report
7/1/2020Jesus Gonzalez Bosquet, Xiaodong Wu, Hui Xie, Douglas Russo, Maheen RajputPrediction of pelvic mass malignancy on CT scan using AI Final Report
7/1/2020Takashi Shawn P. Sato, Aleksander LenertMachine Learning for Predicting the Development of Damage and Lesion Distribution Patterns on Whole Body MRI in Children with Chronic Recurrent Multifocal OsteomyelitisFinal Report
7/1/2020Mauricio S. Galizia, Prashant Nagpal, Brian Mullan, Archana LaroiaPrediction Of Pulmonary Embolism By Dual-Energy Ct Blood Pool Imaging Using An Artificial Intelligence AlgorithmFinal Report
7/1/2020Santiago Ortega Gutierre, Brian Smith, Andres Dajles, Mudassir FarooquiUsing Machine Learning Algorithms To Predict Final Infarct Volume And Functional Outcomes Based On Brain Collateral Patterns, Clinical Features And Time+Degree Of RecanalizationFinal Report
7/1/2021Carlos Chan & Jeremy Chang, Kelsey Thomann, Maheen Rajput, Erin Talbert, Tianbao YangMachine-learning based investigation of prognostic indicators for oncological outcome of pancreatic ductal adenocarcinoma Final Report
7/1/2021Michael Chimenti, Diana Kolbe, Ryan Thorpe, Richard SmithML classification of copy number variations from targeted sequencing of the STRC geneDeferred due to lack of data
7/1/2021Calvin Carter & Sunny Huang, Val SheffieldAn Integrative Multiomic Machine Learning Approach to Identify Candidate Mammalian Electromagnetic Receptors that Regulates GlycemiaDeferred due to lack of data
7/1/2021Milena A. Gebska & Antony Anandaraj, Tyler Bullis, Aron Evans, Samuel Johnston, Sangil Lee, Brian Olshansky, Deepak Kumar Pasupula, Giselle M. Statz, Jon N. Van HeukelomNovel Machine Learning Algorithms to Risk Stratify Patients with Syncope Presenting to the Emergency DepartmentFinal Report
7/1/2021Danielle R. Rios & Adrianne R. Bischoff, Amy Stanford, Regan Giesinger, Patrick J. McNamaraEvaluation of left atrial strain using machine learning techniquesFinal Report
7/1/2021Joel St-Aubin & David Dunkerley, Sridhar YaddanapudiReinforcement Learning Based Adaptive Treatment Planning for Prostate CancerFinal Report
7/1/2021Kamonpun Ussavarungsi & Eric A. Hoffman, Junfeng Guo, Archana T. Laroia, Joseph M. Reinhardt, Alicia K. Gerke, Nabeel HamzehA model to predict idiopathic pulmonary fibrosis outcomesFinal Report
7/15/2022Benjamin Griffin, Mary Vaughan-Sarrazin, Diana Jalal, Jason MisuracReducing Nephrotoxic Medication-Associated Acute Kidney Injury in Adults​​Final Report
7/15/2022Peter NauSarcopenia quantification using novel automated software to predict patient outcomes  
7/15/2022Lindsey Knake, Danielle Rios, Patrick McNamara, James BlumMachine Learning Model to Predict Extubation Success in NeonatesFinal Report
7/15/2022Natalie Denburg, Cole Toovey, John McKerley, Robert WallaceUse of Linguistic Biomarkers in Middle Age to Detect Cognitive Decline in Older Adulthood 
7/15/2022William Zeitler, John Reith, David KuehnAI Lung Cancer Response 
7/1/2023Scott Sherman  Using Artificial Intelligence to Improve Voice Recognition in SurgeryFinal Report
7/1/2023Nicholas George-Jones; Nathan Kemper; Alexander Claussen; Phillip Gander,; Marlan HansenPrediction of internal cochlear anatomy from standard clinical imaging 
7/1/2023​​​​​​​Lane Strathearn, Jacob Michaelson​​​​​​​Using Artificial Intelligence and Machine Learning (AI/ML) to Analyze Discourse from the Adult Attachment Interview 
7/1/2023​​​​​​​Arwa Aburizik​​​​​​​Natural Language Processing to Improve Provider-Patient Relationships through Improved Empathy, Knowledge, Attitudes and Behaviors around Whole-Person Care in Oncology 
7/1/2023​​​​​​​Hillel Haim, Roberth Anthony Rojas Chàvez, John Kessler​​​​​​​​​​​​​​Development of novel machine learning tools to determine the resistance of HIV-1 swarms in patients to therapeutics 
7/1/2024Elizabeth Bowen, Nitin Pagedar, Zachary UrdangUsing Machine Learning to Predict Normocalcemic Primary Hyperparathyroidism 
7/1/2024Abey Eapen, Karen Summers, Sally Salari, Amy Sparks, Eyup Hakan Duran, James Patrick TonerArtificial Intelligence And Construction Of Machine Learning Techniques To Predict The Risk Of Miscarriages Following In-Vitro Fertilization Treatment In The United States: An Analysis Of >150,000 Treatment Cycle Outcomes From The National SARTCORS Database 
7/1/2024Aitken Goetz, Willey HoltPredicting Dysplastic Hip Survivorship after Periacetabular Osteotomy Based on Discrete Element Analysis-Derived Contact Stress Patterns 
7/1/2024Sarah Ferri, Shane HeineySocial microbehavioral signatures across sex, partner type, and developmental insult 
7/1/2024Lemuel Non, Kunatum Prasidthrathsint, Meredith Parsons, Bradley FordDevelopment of Artificial Intelligence Chatbot as Expert System for Antibiotic Resistance Interpretation and Stewardship 

Ophthalmology

date of awardprincipal investigatorpilot project titlereport
10/20/2020Chau PhamEyelid malignancyFinal Report

 

High Throughput Screening Facility

date of award principal investigator  pilot project title report
1/20/2021 Meng Wu

Tracking and quantifying cell mitosis in microscopy image sequences

 

 

Law

date of award principal investigator pilot project title report
5/20/2021 Jason Rantanen Distance Reading Patent Law  Final Report

 

Nursing

date of award principal investigator pilot project title  report
5/20/2021 Stephanie Gilbertson-White Using machine learning to develop symptom prediction models in patients with cancer and multimorbidity Final Report