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Matthew MacLean
Matthew MacLean
Verified email at utsouthwestern.edu
Title
Cited by
Cited by
Year
Development and validation of a nomogram prognostic model for SCLC patients
S Wang, L Yang, B Ci, M Maclean, DE Gerber, G Xiao, Y Xie
Journal of Thoracic Oncology 13 (9), 1338-1348, 2018
1582018
A multiancestry genome-wide association study of unexplained chronic ALT elevation as a proxy for nonalcoholic fatty liver disease with histological and radiological validation
M Vujkovic, S Ramdas, KM Lorenz, X Guo, R Darlay, HJ Cordell, J He, ...
Nature genetics 54 (6), 761-771, 2022
872022
Outcomes of neoadjuvant and adjuvant chemotherapy in stage 2 and 3 non-small cell lung cancer: an analysis of the National Cancer Database
M MacLean, X Luo, S Wang, K Kernstine, DE Gerber, Y Xie
Oncotarget 9 (36), 24470, 2018
312018
Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank
MT MacLean, Q Jehangir, M Vujkovic, YA Ko, H Litt, A Borthakur, ...
Journal of the American Medical Informatics Association 28 (6), 1178-1187, 2021
172021
A genome-wide association study for nonalcoholic fatty liver disease identifies novel genetic loci and trait-relevant candidate genes in the Million Veteran Program
M Vujkovic, S Ramdas, KM Lorenz, CV Schneider, J Park, KM Lee, ...
medRxiv, 2021
152021
Exome-wide association analysis of CT imaging-derived hepatic fat in a medical biobank
J Park, MT MacLean, AM Lucas, DA Torigian, CV Schneider, T Cherlin, ...
Cell Reports Medicine 3 (12), 2022
32022
Deep Learning Approach for Automated Segmentation of Myocardium Using Bone Scintigraphy SPECT/CT in Patients with Suspected Cardiac Amyloidosis.
A Bhattaru, C Rojulpote, M Vidula, J Duda, MT Maclean, S Swago, ...
Journal of Nuclear Cardiology: Official Publication of the American Society …, 2024
22024
Automated, calibration-free quantification of cortical bone porosity and geometry in postmenopausal osteoporosis from ultrashort echo time MRI and deep learning
BC Jones, FW Wehrli, N Kamona, RS Deshpande, BTD Vu, HK Song, ...
Bone 171, 116743, 2023
22023
Linking abdominal imaging traits to electronic health record phenotypes
MT MacLean, Q Jehangir, M Vujkovic, YA Ko, H Litt, A Borthakur, ...
medRxiv, 2020.09. 08.20190330, 2020
22020
Strategies for Implementing Machine Learning Algorithms in the Clinical Practice of Radiology
A Chae, MS Yao, H Sagreiya, AD Goldberg, N Chatterjee, MT MacLean, ...
Radiology 310 (1), e223170, 2024
12024
SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification
MS Yao, A Chae, MT MacLean, A Verma, J Duda, JC Gee, DA Torigian, ...
International Workshop on PRedictive Intelligence In MEdicine, 46-57, 2023
12023
Classification of Myocardial 18F-FDG PET Uptake Patterns Using Deep Learning
N Josselyn, MT MacLean, C Jean, B Fuchs, BF Moon, E Hwuang, SK Iyer, ...
Radiology: Artificial Intelligence 3 (4), e200148, 2021
12021
Deep learning approach for automated segmentation of myocardium using bone scintigraphy single-photon emission computed tomography/computed tomography in patients with …
A Bhattaru, C Rojulpote, M Vidula, J Duda, MT Maclean, S Swago, ...
Journal of Nuclear Cardiology, 101809, 2024
2024
Clinical correlates of CT imaging-derived phenotypes among lean and overweight patients with hepatic steatosis
I Song, EW Thompson, A Verma, MT MacLean, J Duda, A Elahi, R Tran, ...
Scientific Reports 14 (1), 53, 2024
2024
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S Alc, MS Yao, A Chae, MT MacLean, A Verma, J Duda, JC Gee, ...
Predictive Intelligence in Medicine: 6th International Workshop, PRIME 2023 …, 2023
2023
DEEP LEARNING APPROACH FOR AUTOMATED DETECTION OF CARDIAC AMYLOIDOSIS USING 99TC-PYP SPECT/CT
A Bhattaru, CS Rojulpote, MK Vidula, J T DUDA, M Maclean, J Gee, ...
Chest 162 (4), A1560-A1561, 2022
2022
Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes
MS Yao, A Chae, MT MacLean, A Verma, JT Duda, J Gee, D Torigian, ...
2022
A GENOME-WIDE ASSOCIATION STUDY OF CHRONIC ALT-BASED NAFLD IN THE MILLION VETERAN PROGRAM WITH HISTOLOGICAL AND RADIOLOGICAL VALIDATION
M Vujkovic, S Ramdas, KM Lorenz, X Guo, R Darlay, HJ Cordell, J He, ...
HEPATOLOGY 74, 6A-7A, 2021
2021
Deep Learning for Rapid High-Resolution Proximal Femur MRI Scans
B Jones, C Osuna, S Iyer, O Sandvold, N Josselyn, M MacLean, G Chang, ...
JOURNAL OF BONE AND MINERAL RESEARCH 35, 209-209, 2020
2020
Trainee research prizes from the 2019 RSNA scientific assembly and annual meeting
D Arefan, M Arzanauskaite, A Abou Elkassem, S Mathur, F Vernuccio, ...
Radiology 296 (1), 1-3, 2020
2020
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