Publications
Evaluation of Physicians' Electronic Health Records Experience Using Actual and Perceived Measures
Khairat, S,
Coleman, C,
Ottmar, P,
Bice, T,
Carson, SS,
Perspect Health Inf Manag, 2022 Jan; Effect of Education and Standardization of Cardiac Dose Constraints on Heart Dose in Patients With Lung Cancer Receiving Definitive Radiation Therapy Across a Statewide Consortium
Herr, DJ,
Hochstedler, KA,
Yin, H,
Dess, RT,
Matuszak, M,
Grubb, M,
Dominello, M,
Movsas, B,
Kestin, LL,
Bergsma, D,
Dragovic, AF,
Grills, IS,
Hayman, JA,
Paximadis, P,
Schipper, M,
Jolly, S,
Pract Radiat Oncol, 2022 Jan; DOI:10.1016/j.prro.2022.01.002 Design and Evaluation of a Postpartum Depression Ontology
Morse, RB,
Bretzin, AC,
Canelón, SP,
D'Alonzo, BA,
Schneider, ALC,
Boland, MR,
Appl Clin Inform, 2022 Jan; DOI:10.1055/s-0042-1743240 An MR fingerprinting approach for quantitative inhomogeneous magnetization transfer imaging
West, DJ,
Cruz, G,
Teixeira, RPAG,
Schneider, T,
Tournier, J-D,
Hajnal, JV,
Prieto, C,
Malik, SJ,
Magn Reson Med, 2022 Jan; DOI:10.1002/mrm.28984 Spatial Pyramid Pooling With 3D Convolution Improves Lung Cancer Detection
Causey, JL,
Li, K,
Chen, X,
Dong, W,
Walker, K,
Qualls, JA,
Stubblefield, J,
Moore, JH,
Guan, Y,
Huang, X,
IEEE/ACM Trans Comput Biol Bioinform, 2022 Jan; DOI:10.1109/TCBB.2020.3027744 Patterns of Organ Dysfunction in Critically Ill Children Based on PODIUM Criteria
Sanchez-Pinto, LN,
Bembea, MM,
Farris, RW,
Hartman, ME,
Odetola, FO,
Spaeder, MC,
Watson, RS,
Zimmerman, JJ,
Bennett, TD,
Pediatric Organ Dysfunction Information Update Mandate (PODIUM) Collaborative, Array,
Pediatrics, 2022 Jan; DOI:10.1542/peds.2021-052888P Development and Applications of Interoperable Biomedical Ontologies for Integrative Data and Knowledge Representation and Multiscale Modeling in Systems Medicine
Methods Mol Biol, 2022 Jan; DOI:10.1007/978-1-0716-2265-0_12 Epidural Needle Guidance Using Viscoelastic Tissue Response
Simpson, BS,
Burns, M,
Dick, RP,
Saager, L,
IEEE J Transl Eng Health Med, 2022 Jan; DOI:10.1109/JTEHM.2022.3152391 Self-supervised learning-based diffeomorphic non-rigid motion estimation for fast motion-compensated coronary MR angiography
Munoz, C,
Qi, H,
Cruz, G,
Küstner, T,
Botnar, RM,
Prieto, C,
Magn Reson Imaging, 2022 Jan; DOI:10.1016/j.mri.2021.10.004 Oral corticosteroid elimination via a personalised reduction algorithm in adults with severe, eosinophilic asthma treated with benralizumab (PONENTE): a multicentre, open-label, single-arm study
Menzies-Gow, A,
Gurnell, M,
Heaney, LG,
Corren, J,
Bel, EH,
Maspero, J,
Harrison, T,
Jackson, DJ,
Price, D,
Lugogo, N,
Kreindler, J,
Burden, A,
de Giorgio-Miller, A,
Padilla, K,
Martin, UJ,
Garcia Gil, E,
Lancet Respir Med, 2022 Jan; DOI:10.1016/S2213-2600(21)00352-0 IMRT and SBRT Treatment Planning Study for the First Clinical Biology-Guided Radiotherapy System
Pham, D,
Simiele, E,
Breitkreutz, D,
Capaldi, D,
Han, B,
Surucu, M,
Oderinde, S,
Vitzthum, L,
Gensheimer, M,
Bagshaw, H,
Chin, A,
Xing, L,
Chang, DT,
Kovalchuk, N,
Technol Cancer Res Treat, 2022 Jan; DOI:10.1177/15330338221100231 Charting a path forward for clinical research in artificial intelligence and gastroenterology
Glissen Brown, JR,
Waljee, AK,
Mori, Y,
Sharma, P,
Berzin, TM,
Dig Endosc, 2022 Jan; DOI:10.1111/den.13974 Using machine learning to understand age and gender classification based on infant temperament
Gartstein, MA,
Seamon, DE,
Mattera, JA,
Bosquet Enlow, M,
Wright, RJ,
Perez-Edgar, K,
Buss, KA,
LoBue, V,
Bell, MA,
Goodman, SH,
Spieker, S,
Bridgett, DJ,
Salisbury, AL,
Gunnar, MR,
Mliner, SB,
Muzik, M,
Stifter, CA,
Planalp, EM,
Mehr, SA,
Spelke, ES,
PLoS One, 2022 Jan; DOI:10.1371/journal.pone.0266026 Development and validation of a radiopathomics model to predict pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicentre observational study
Feng, L,
Liu, Z,
Li, C,
Li, Z,
Lou, X,
Shao, L,
Wang, Y,
Huang, Y,
Chen, H,
Pang, X,
Liu, S,
He, F,
Zheng, J,
Meng, X,
Xie, P,
Yang, G,
Ding, Y,
Wei, M,
Yun, J,
Hung, M-C,
Lancet Digit Health, 2022 Jan; DOI:10.1016/S2589-7500(21)00215-6 Changes in Patient Characteristics and Practice Outcomes of a Tele-Urgent Care Clinic Pre- and Post-COVID-19 Telehealth Policy Expansions
Khairat, S,
Yao, Y,
Coleman, C,
McDaniel, P,
Edson, B,
Shea, CM,
Perspect Health Inf Manag, 2022 Jan; Application of Transfer Learning and Feature Fusion Algorithms to Improve the Identification and Prediction Efficiency of Premature Ovarian Failure.
Zhang, Y,
Hou, J,
Wang, Q,
Hou, A,
Liu, Y,
J Healthc Eng, 2022 Jan; DOI:10.1155/2022/3269692 Identification of Immune-Related lncRNA Regulatory Network in Pulpitis
Du, J,
Liu, L,
Yang, F,
Leng, S,
Zhang, L,
Huang, D,
Dis Markers, 2022 Jan; DOI:10.1155/2022/7222092 Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data
Mir, AA,
Kearfott, KJ,
Çelebi, FV,
Rafique, M,
PLoS One, 2022 Jan; DOI:10.1371/journal.pone.0262131 A review of explainable and interpretable AI with applications in COVID-19 imaging.
Fuhrman, JD,
Gorre, N,
Hu, Q,
Li, H,
El Naqa, I,
Giger, ML,
Med Phys, 2022 Jan; DOI:10.1002/mp.15359 A caveat to using wearable sensor data for COVID-19 detection: The role of behavioral change after receipt of test results
Cleary, JL,
Fang, Y,
Sen, S,
Wu, Z,
PLoS One, 2022 Jan; DOI:10.1371/journal.pone.0277350 Znet: Deep Learning Approach for 2D MRI Brain Tumor Segmentation
Ottom, MA,
Rahman, HA,
Dinov, ID,
IEEE J Transl Eng Health Med, 2022 Jan; DOI:10.1109/JTEHM.2022.3176737 Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity
Li, Z,
Wheelock, KM,
Lathkar-Pradhan, S,
Oral, H,
Clauw, DJ,
Gunaratne, P,
Gryak, J,
Najarian, K,
Nallamothu, BK,
Ghanbari, H,
BMC Med Inform Decis Mak, 2021 Dec; DOI:10.1186/s12911-021-01723-3 PediaTrac™ v3.0 Protocol: A prospective, longitudinal study of the development and validation of a web-based tool to measure and track infant and toddler development from birth through 18 months
Lajiness-O'Neill, R,
Warschausky, S,
Huth-Bocks, A,
Taylor, HG,
Brooks, J,
Lukomski, A,
Raghunathan, TE,
Berglund, P,
Staples, AD,
Erdodi, L,
Schilling, S,
BMJ Open, 2021 Dec; DOI:10.1136/bmjopen-2021-050488 Procedural Outcomes on Twitter: Too Good to Be True?
Gualano, SK,
Trumpower, B,
Wanamaker, BL,
Cohen, DG,
Arain, MA,
Kawamoto, K,
Atreya, AR,
Sutton, NR,
Nallamothu, BK,
EuroIntervention, 2021 Dec; DOI:10.4244/EIJ-D-21-00498 Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy
Niraula, D,
Jamaluddin, J,
Matuszak, MM,
Haken, RKT,
Naqa, IE,
Sci Rep, 2021 Dec; DOI:10.1038/s41598-021-02910-y 