Publications
Experimental validation of Monte Carlo dosimetry for therapeutic beta emitters with radiochromic film in a 3D-printed phantom
Van, B,
Dewaraja, YK,
Niedbala, JT,
Rosebush, G,
Kazmierski, M,
Hubers, D,
Mikell, JK,
Wilderman, SJ,
Med Phys, 2023 Jan; DOI:10.1002/mp.15926 Radiogenomic Associations Clear Cell Renal Cell Carcinoma: An Exploratory Study
Liu, DH,
Dani, KA,
Reddy, SS,
Lei, X,
Demirjian, NL,
Hwang, DH,
Varghese, BA,
Rhie, SK,
Yap, FY,
Quinn, DI,
Siddiqi, I,
Aron, M,
Vaishampayan, U,
Zahoor, H,
Cen, SY,
Gill, IS,
Duddalwar, VA,
Oncology, 2023 Jan; DOI:10.1159/000530719 Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium
Moal, B,
Orieux, A,
Ferté, T,
Neuraz, A,
Brat, GA,
Avillach, P,
Bonzel, C-L,
Cai, T,
Cho, K,
Cossin, S,
Griffier, R,
Hanauer, DA,
Haverkamp, C,
Ho, Y-L,
Hong, C,
Hutch, MR,
Klann, JG,
Le, TT,
Loh, NHW,
Luo, Y,
PLoS One, 2023 Jan; DOI:10.1371/journal.pone.0266985 Estimating the Prevalence of Dementia in India Using a Semi-Supervised Machine Learning Approach
Jin, H,
Crimmins, E,
Langa, KM,
Dey, AB,
Lee, J,
Neuroepidemiology, 2023 Jan; DOI:10.1159/000528904 Defibrillation effectiveness and safety of the shock waveform used in a contemporary wearable cardioverter defibrillator: Results from animal and human studies
Gleva, MJ,
Sullivan, J,
Crawford, TC,
Walcott, G,
Birgersdotter-Green, U,
Branch, KR,
Doshi, RN,
Kivilaid, K,
Brennan, K,
Rowbotham, RK,
Gustavson, LM,
Poole, JE,
PLoS One, 2023 Jan; DOI:10.1371/journal.pone.0281340 Predicting Progression from Normal to MCI and from MCI to AD Using Clinical Variables in the National Alzheimer’s Coordinating Center Uniform Data Set Version 3: Application of Machine Learning Models and a Probability Calculator
Pang, Y,
Kukull, W,
Sano, M,
Albin, RL,
Shen, C,
Zhou, J,
Dodge, HH,
J Prev Alzheimers Dis, 2023 Jan; DOI:10.14283/jpad.2023.10 Research Priorities of Individuals and Caregivers with Lewy Body Dementia: A Web-based Survey
Holden, SK,
Bedenfield, N,
Taylor, AS,
Bayram, E,
Schwilk, C,
Fleisher, J,
Duda, J,
Shill, H,
Paulson, HL,
Stacy, K,
Wood, J,
Corsentino, P,
Sha, SJ,
Litvan, I,
Irwin, DJ,
Quinn, JF,
Goldman, JG,
Amodeo, K,
Taylor, J-P,
Boeve, BF,
Alzheimer Dis Assoc Disord, 2023 Jan; DOI:10.1097/WAD.0000000000000545 Temporally guided articulated hand pose tracking in surgical videos
Louis, N,
Zhou, L,
Yule, SJ,
Dias, RD,
Manojlovich, M,
Pagani, FD,
Likosky, DS,
Corso, JJ,
Int J Comput Assist Radiol Surg, 2023 Jan; DOI:10.1007/s11548-022-02761-6 A Novel Tropical Geometry-Based Interpretable Machine Learning Method: Pilot Application to Delivery of Advanced Heart Failure Therapies
Yao, H,
Derksen, H,
Golbus, JR,
Zhang, J,
Aaronson, KD,
Gryak, J,
Najarian, K,
IEEE J Biomed Health Inform, 2023 Jan; DOI:10.1109/JBHI.2022.3211765 Machine Learning Model of Emergency Department Use for Patients Undergoing Treatment for Head and Neck Cancer Using Comprehensive Multifactor Electronic Health Records
Mayo, CS,
Mierzwa, M,
Yalamanchi, P,
Evans, J,
Worden, F,
Medlin, R,
Schipper, M,
Schonewolf, C,
Shah, J,
Spector, M,
Swiecicki, P,
Mayo, K,
Casper, K,
JCO Clin Cancer Inform, 2023 Jan; DOI:10.1200/CCI.22.00037 Patients With Gastrointestinal Conditions Consider Telehealth Equivalent to In-Person Care
Dobrusin, A,
Hawa, F,
Montagano, J,
Walsh, CX,
Ellimoottil, C,
Gunaratnam, NT,
Gastroenterology, 2023 Jan; DOI:10.1053/j.gastro.2022.09.035 Defining brain-based OCD patient profiles using task-based fMRI and unsupervised machine learning
De Nadai, AS,
Fitzgerald, KD,
Norman, LJ,
Russman Block, SR,
Mannella, KA,
Himle, JA,
Taylor, SF,
Neuropsychopharmacology, 2023 Jan; DOI:10.1038/s41386-022-01353-x Towards the characterization of the tumor microenvironment through dictionary learning-based interpretable classification of multiplexed immunofluorescence images
Krishnan, SN,
Barua, S,
Frankel, TL,
Rao, A,
Phys Med Biol, 2022 Dec; DOI:10.1088/1361-6560/aca86a Computational modeling implicates protein scaffolding in p38 regulation of Akt
Kinnunen, PC,
Luker, GD,
Luker, KE,
Linderman, JJ,
J Theor Biol, 2022 Dec; DOI:10.1016/j.jtbi.2022.111294 Teaching Artificial Intelligence As A Fundamental Toolset Of Medicine
Ötleş, E,
James, CA,
Lomis, KD,
Woolliscroft, JO,
Cell Rep Med, 2022 Dec; DOI:10.1016/j.xcrm.2022.100824 TaxiBGC: a Taxonomy-Guided Approach for Profiling Experimentally Characterized Microbial Biosynthetic Gene Clusters and Secondary Metabolite Production Potential in Metagenomes
Gupta, VK,
Bakshi, U,
Chang, D,
Lee, AR,
Davis, JM,
Chandrasekaran, S,
Jin, Y-S,
Freeman, MF,
Sung, J,
mSystems, 2022 Dec; DOI:10.1128/msystems.00925-22 Reducing chronic disease may just be a walk in the park
Shapiro, B,
Forger, DB,
Cell Rep Med, 2022 Dec; DOI:10.1016/j.xcrm.2022.100874 Mixed reality simulation for peripheral intravenous catheter placement training
Rochlen, LR,
Putnam, E,
Levine, R,
Tait, AR,
BMC Med Educ, 2022 Dec; DOI:10.1186/s12909-022-03946-y Protocol for CAROM: A machine learning tool to predict post-translational regulation from metabolic signatures
Smith, K,
Rhoads, N,
Chandrasekaran, S,
STAR Protoc, 2022 Dec; DOI:10.1016/j.xpro.2022.101799 Polygenic Liability to Depression Is Associated With Multiple Medical Conditions in the Electronic Health Record: Phenome-wide Association Study of 46,782 Individuals
Fang, Y,
Fritsche, LG,
Mukherjee, B,
Sen, S,
Richmond-Rakerd, LS,
Biol Psychiatry, 2022 Dec; DOI:10.1016/j.biopsych.2022.06.004 Deep learning: Opening a third eye to myocardial perfusion imaging.
Hagio, T,
Murthy, VL,
J Nucl Cardiol, 2022 Dec; DOI:10.1007/s12350-022-02959-w The future of MRI in radiation therapy: Challenges and opportunities for the MR community
Goodburn, RJ,
Philippens, MEP,
Lefebvre, TL,
Khalifa, A,
Bruijnen, T,
Freedman, JN,
Waddington, DEJ,
Younus, E,
Aliotta, E,
Meliadò, G,
Stanescu, T,
Bano, W,
Fatemi-Ardekani, A,
Wetscherek, A,
Oelfke, U,
van den Berg, N,
Mason, RP,
van Houdt, PJ,
Balter, JM,
Gurney-Champion, OJ,
Magn Reson Med, 2022 Dec; DOI:10.1002/mrm.29450 Telehealth and Medical Education
Belakovskiy, A,
Jones, EK,
Prim Care, 2022 Dec; DOI:10.1016/j.pop.2022.04.003 On predictability of individual functional connectivity networks from clinical characteristics
Morris, EL,
Taylor, SF,
Kang, J,
Hum Brain Mapp, 2022 Dec; DOI:10.1002/hbm.26000 Integrating unsupervised language model with triplet neural networks for protein gene ontology prediction
Zhu, Y-H,
Zhang, C,
Yu, D-J,
Zhang, Y,
PLoS Comput Biol, 2022 Dec; DOI:10.1371/journal.pcbi.1010793 