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Thomas Yi
Thomas Yi
Verified email at brown.edu
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Cited by
Cited by
Year
Deep learning-based classification of primary bone tumors on radiographs: A preliminary study
Y He, I Pan, B Bao, K Halsey, M Chang, H Liu, S Peng, RA Sebro, J Guan, ...
EBioMedicine 62, 2020
512020
Evaluation of a convolutional neural network for ovarian tumor differentiation based on magnetic resonance imaging
R Wang, Y Cai, IK Lee, R Hu, S Purkayastha, I Pan, T Yi, TML Tran, S Lu, ...
European radiology 31, 4960-4971, 2021
462021
COVID-19 mortality prediction in the intensive care unit with deep learning based on longitudinal chest X-rays and clinical data
J Cheng, J Sollee, C Hsieh, H Yue, N Vandal, J Shanahan, JW Choi, ...
European radiology 32 (7), 4446-4456, 2022
32*2022
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data
CK Kim, JW Choi, Z Jiao, D Wang, J Wu, TY Yi, KC Halsey, F Eweje, ...
NPJ Digital Medicine 5 (1), 5, 2022
282022
Image quality and dose characteristics for an O‐arm intraoperative imaging system with model‐based image reconstruction
A Uneri, X Zhang, T Yi, JW Stayman, PA Helm, N Theodore, ...
Medical physics 45 (11), 4857-4868, 2018
272018
Utility of the LevelCheck algorithm for decision support in vertebral localization
T De Silva, SFL Lo, N Aygun, DM Aghion, A Boah, R Petteys, A Uneri, ...
Spine 41 (20), E1249-E1256, 2016
232016
Known-component metal artifact reduction (KC-MAR) for cone-beam CT
A Uneri, X Zhang, T Yi, JW Stayman, PA Helm, GM Osgood, N Theodore, ...
Physics in Medicine & Biology 64 (16), 165021, 2019
202019
Robotic drill guide positioning using known-component 3D–2D image registration
T Yi, V Ramchandran, JH Siewerdsen, A Uneri
Journal of Medical Imaging 5 (2), 021212-021212, 2018
192018
Development and testing of a database of NIH research funding of AAPM members: A report from the AAPM Working Group for the Development of a Research Database (WGDRD)
B Whelan, EG Moros, R Fahrig, J Deye, T Yi, M Woodward, P Keall, ...
Medical physics 44 (4), 1590-1601, 2017
142017
Prognostication of patients with COVID-19 using artificial intelligence based on chest x-rays and clinical data: a retrospective study. Lancet Digit Health. 2021; 3: e286–94
Z Jiao, JW Choi, K Halsey, TML Tran, B Hsieh, D Wang, F Eweje, R Wang, ...
DOI: https://doi. org/10.1016/S2589-7500 (21), 0
9
3D-2D known-component registration for metal artifact reduction in cone-beam CT
A Uneri, T Yi, X Zhang, J Stayman, P Helm, G Osgood, N Theodore, ...
Int. Conf. Image Form. X-Ray Comput. Tomogr, 151-155, 2018
82018
DICOM image analysis and archive (DIANA): An open-source system for clinical AI applications
T Yi, I Pan, S Collins, F Chen, R Cueto, B Hsieh, C Hsieh, JL Smith, ...
Journal of Digital Imaging 34, 1405-1413, 2021
62021
End-to-end artificial intelligence platform for the management of large vessel occlusions: A preliminary study
S Meng, TML Tran, M Hu, PP Wang, T Yi, Z Zhong, L Wang, B Vogt, Z Jiao, ...
Journal of Stroke and Cerebrovascular Diseases 31 (11), 106753, 2022
42022
Ablation therapy for advanced stage non-small cell lung cancer: a national cancer database study
K Halsey, J Wu, C Su, B Hsieh, T Yi, SA Collins, B Kimia, PJ Zhang, ...
Journal of Vascular and Interventional Radiology 31 (8), 1210-1215. e4, 2020
42020
Re-evaluating the need for orthopantomography in the management of mandibular trauma: is computed tomography enough?
JA Suskin, V Rao, JW Crozier, T Yi, E Benz, AS Woo
Emergency Radiology 29 (4), 663-670, 2022
12022
Development and external validation of a machine learning model for prediction of survival in extremity leiomyosarcoma
A Yu, L Lee, T Yi, M Fice, RK Achar, S Tepper, C Jones, E Klein, N Buac, ...
Surgical Oncology, 102057, 2024
2024
Development and external validation of a machine learning model for prediction of survival in undifferentiated pleomorphic sarcoma
L Lee, T Yi, M Fice, RK Achar, C Jones, E Klein, N Buac, N Lopez-Hisijos, ...
Musculoskeletal surgery, 1-10, 2023
2023
Large vessel occlusion detection and treatment prediction
H Bai, I Pan, T Yi, TMLL Tran
US Patent App. 17/989,163, 2023
2023
COVID-19 mortality prediction in the intensive care unit with deep learning based on longitudinal chest X-rays and clinical data (vol 19, pg 1, 2022)
J Cheng, J Sollee, C Hsieh, H Yue, N Vandal, J Shanahan, JW Choi, ...
EUROPEAN RADIOLOGY 32 (7), 5034-5034, 2022
2022
External validation of machine learning models for prediction of survival in undifferentiated pleomorphic sarcoma.
L Lee, T Yi, M Fice, C Jones, E Klein, N Buac, N Lopez-Hisijos, ...
Journal of Clinical Oncology 40 (16_suppl), e13551-e13551, 2022
2022
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