Publications

Methods to Enhance Causal Inference for Assessing Impact of Clinical Informatics Platform Implementation
Gaies, M, Olive, MK, Owens, GE, Charpie, JR, Zhang, W, Pasquali, SK, Klugman, D, Costello, JM, Schwartz, SM, Banerjee, M, Circ Cardiovasc Qual Outcomes, 2023 Feb; DOI:10.1161/CIRCOUTCOMES.122.009277
PMID: 36727516
A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis
Konz, N, Buda, M, Gu, H, Saha, A, Yang, J, Chledowski, J, Park, J, Witowski, J, Geras, KJ, Shoshan, Y, Gilboa-Solomon, F, Khapun, D, Ratner, V, Barkan, E, Ozery-Flato, M, Martí, R, Omigbodun, A, Marasinou, C, Nakhaei, N, Hsu, W, JAMA Netw Open, 2023 Feb; DOI:10.1001/jamanetworkopen.2023.0524
PMID: 36821110
Telehealth services for cardiac neurodevelopmental care during the COVID-19 pandemic: A site survey from the Cardiac Neurodevelopmental Outcome Collaborative
Kasparian, NA, Sadhwani, A, Sananes, R, Blumenfeld, E, Butcher, JL, Cassidy, AR, Cox, SM, Kenowitz, J, Miller, TA, Sanz, JH, Wolfe, KR, Ilardi, D, Cardiol Young, 2023 Feb; DOI:10.1017/S1047951122000579
PMID: 35197144
The Society of Thoracic Surgeons Congenital Heart Surgery Database: A Tool for Learning, Not Judging
Ungerleider, RM, Bove, EL, Turek, JW, Austin, EH, Ungerleider, JD, Ann Thorac Surg, 2023 Feb; DOI:10.1016/j.athoracsur.2022.09.019
PMID: 36150478
Methods and Impact for Using Federated Learning to Collaborate on Clinical Research
Cheung, ATM, Nasir-Moin, M, Fred Kwon, YJ, Guan, J, Liu, C, Jiang, L, Raimondo, C, Chotai, S, Chambless, L, Ahmad, HS, Chauhan, D, Yoon, JW, Hollon, T, Buch, V, Kondziolka, D, Chen, D, Al-Aswad, LA, Aphinyanaphongs, Y, Oermann, EK, Neurosurgery, 2023 Feb; DOI:10.1227/neu.0000000000002198
PMID: 36399428
Computational pathology in 2030: a Delphi study forecasting the role of AI in pathology within the next decade
Berbís, MA, McClintock, DS, Bychkov, A, Van der Laak, J, Pantanowitz, L, Lennerz, JK, Cheng, JY, Delahunt, B, Egevad, L, Eloy, C, Farris, AB, Fraggetta, F, García Del Moral, R, Hartman, DJ, Herrmann, MD, Hollemans, E, Iczkowski, KA, Karsan, A, Kriegsmann, M, Salama, ME, EBioMedicine, 2023 Feb; DOI:10.1016/j.ebiom.2022.104427
PMID: 36603288
Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem
Saboury, B, Bradshaw, T, Boellaard, R, Buvat, I, Dutta, J, Hatt, M, Jha, AK, Li, Q, Liu, C, McMeekin, H, Morris, MA, Scott, PJH, Siegel, E, Sunderland, JJ, Pandit-Taskar, N, Wahl, RL, Zuehlsdorff, S, Rahmim, A, J Nucl Med, 2023 Feb; DOI:10.2967/jnumed.121.263703
PMID: 36522184
Targeting Patients’ Cognitive Load for Telehealth Video Visits through Student-Delivered Helping Sessions at a United States Federally Qualified Health Center: Equity-Focused, Mixed Methods Pilot Intervention Study
Antonio, MG, Williamson, A, Kameswaran, V, Beals, A, Ankrah, E, Goulet, S, Wang, Y, Macias, G, James-Gist, J, Brown, LK, Davis, S, Pillai, S, Buis, L, Dillahunt, T, Veinot, TC, J Med Internet Res, 2023 Feb; DOI:10.2196/42586
PMID: 36525332
AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging
Hadjiiski, L, Cha, K, Chan, H-P, Drukker, K, Morra, L, Näppi, JJ, Sahiner, B, Yoshida, H, Chen, Q, Deserno, TM, Greenspan, H, Huisman, H, Huo, Z, Mazurchuk, R, Petrick, N, Regge, D, Samala, R, Summers, RM, Suzuki, K, Tourassi, G, Med Phys, 2023 Feb; DOI:10.1002/mp.16188
PMID: 36565447
Recent advances in computational algorithms and software for large-scale glycoproteomics
Polasky, DA, Nesvizhskii, AI, Curr Opin Chem Biol, 2023 Feb; DOI:10.1016/j.cbpa.2022.102238
PMID: 36525809
Challenging the 50-50 rule for the basal-bolus insulin ratio in patients with type 2 diabetes who maintain stable glycaemic control
Harper, R, Bashan, E, Williams, KJ, Sritharan, S, Willis, M, Marriott, DJ, Hodish, I, Diabetes Obes Metab, 2023 Feb; DOI:10.1111/dom.14904
PMID: 36309953
Deformable cardiac surface tracking by adaptive estimation algorithms
Tuna, EE, Franson, D, Seiberlich, N, Çavuşoğlu, MC, Sci Rep, 2023 Jan; DOI:10.1038/s41598-023-28578-0
PMID: 36697497
Embracing telemedicine and digital delivery of cognitive-behavioral therapy for insomnia: where do we come from and where are we going?
Kalmbach, DA, Cheng, P, Sleep, 2023 Jan; DOI:10.1093/sleep/zsac291
PMID: 36455233
Probabilistic integration of transcriptome-wide association studies and colocalization analysis identifies key molecular pathways of complex traits
Okamoto, J, Wang, L, Yin, X, Luca, F, Pique-Regi, R, Helms, A, Im, HK, Morrison, J, Wen, X, Am J Hum Genet, 2023 Jan; DOI:10.1016/j.ajhg.2022.12.002
PMID: 36608684
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
PMID: 36821177
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
PMID: 36194714
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
PMID: 36638327
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
PMID: 36206831
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
PMID: 36190616
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
PMID: 36917566
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
PMID: 36598895
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
PMID: 37080171
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
PMID: 35681047
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
PMID: 35983857
Digital health for functional gastrointestinal disorders
Pathipati, MP, Shah, ED, Kuo, B, Staller, KD, Neurogastroenterol Motil, 2023 Jan; DOI:10.1111/nmo.14296
PMID: 34796577