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Alexander Weston
Alexander Weston
Data Scientist, Mayo Clinic
Geverifieerd e-mailadres voor mayo.edu
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Automated abdominal segmentation of CT scans for body composition analysis using deep learning
AD Weston, P Korfiatis, TL Kline, KA Philbrick, P Kostandy, T Sakinis, ...
Radiology 290 (3), 669-679, 2019
2952019
A survey of deep-learning applications in ultrasound: Artificial intelligence–powered ultrasound for improving clinical workflow
Z Akkus, J Cai, A Boonrod, A Zeinoddini, AD Weston, KA Philbrick, ...
Journal of the American College of Radiology 16 (9), 1318-1328, 2019
2232019
Deep learning in radiology: does one size fit all?
BJ Erickson, P Korfiatis, TL Kline, Z Akkus, K Philbrick, AD Weston
Journal of the American College of Radiology 15 (3), 521-526, 2018
1342018
Phases of metabolic and soft tissue changes in months preceding a diagnosis of pancreatic ductal adenocarcinoma
RP Sah, A Sharma, S Nagpal, SH Patlolla, A Sharma, H Kandlakunta, ...
Gastroenterology 156 (6), 1742-1752, 2019
1042019
RIL-Contour: a Medical Imaging Dataset Annotation Tool for and with Deep Learning
KA Philbrick, AD Weston, Z Akkus, TL Kline, P Korfiatis, T Sakinis, ...
Journal of digital imaging 32, 571-581, 2019
992019
A deep learning tool for automated radiographic measurement of acetabular component inclination and version after total hip arthroplasty
P Rouzrokh, CC Wyles, KA Philbrick, T Ramazanian, AD Weston, JC Cai, ...
The Journal of arthroplasty 36 (7), 2510-2517. e6, 2021
712021
What does deep learning see? Insights from a classifier trained to predict contrast enhancement phase from CT images
KA Philbrick, K Yoshida, D Inoue, Z Akkus, TL Kline, AD Weston, ...
American Journal of Roentgenology 211 (6), 1184-1193, 2018
702018
Generative adversarial networks to synthesize missing T1 and FLAIR MRI sequences for use in a multisequence brain tumor segmentation model
GM Conte, AD Weston, DC Vogelsang, KA Philbrick, JC Cai, M Barbera, ...
Radiology 299 (2), 313-323, 2021
682021
Complete abdomen and pelvis segmentation using U‐net variant architecture
AD Weston, P Korfiatis, KA Philbrick, GM Conte, P Kostandy, T Sakinis, ...
Medical physics 47 (11), 5609-5618, 2020
252020
Fully automated segmentation of head CT neuroanatomy using deep learning
JC Cai, Z Akkus, KA Philbrick, A Boonrod, S Hoodeshenas, AD Weston, ...
Radiology: Artificial Intelligence 2 (5), e190183, 2020
222020
Characterization of transverse isotropy in compressed tissue-mimicking phantoms
MW Urban, M Lopera, S Aristizabal, C Amador, I Nenadic, RR Kinnick, ...
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 62 …, 2015
192015
Determining age and sex-specific distribution of pancreatic whole-gland CT attenuation using artificial intelligence aided image segmentation: Associations with body …
LP Janssens, AD Weston, D Singh, G Spears, WS Harmsen, N Takahashi, ...
Pancreatology 21 (8), 1524-1530, 2021
92021
Demystifying statistics and machine learning in analysis of structured tabular data
B Khosravi, AD Weston, F Nugen, JP Mickley, HM Kremers, CC Wyles, ...
The Journal of Arthroplasty 38 (10), 1943-1947, 2023
22023
Machine Learning for Diagnosis of Pulmonary Hypertension by Echocardiography
V Anand, AD Weston, CG Scott, GC Kane, PA Pellikka, RE Carter
Mayo Clinic Proceedings 99 (2), 260-270, 2024
12024
Predicting Penicillin Allergy: A United States Multicenter Retrospective Study
A Gonzalez-Estrada, MA Park, JJO Accarino, A Banerji, I Carrillo-Martin, ...
The Journal of Allergy and Clinical Immunology: In Practice, 2024
12024
Machine learning-based risk stratification for mortality in patients with severe aortic regurgitation
V Anand, H Hu, AD Weston, CG Scott, HI Michelena, SV Pislaru, ...
European Heart Journal-Digital Health 4 (3), 188-195, 2023
12023
A deep learning approach for detecting liver cirrhosis from volatolomic analysis of exhaled breath
M Wieczorek, A Weston, M Ledenko, JN Thomas, R Carter, T Patel
Frontiers in Medicine 9, 992703, 2022
12022
Association between computerized tomography (CT) study of body composition and severity of acute pancreatitis: Use of a novel Z-score supports obesity paradox
M Horibe, N Takahashi, AD Weston, K Philbrick, S Yamamoto, ...
Clinical Nutrition 41 (8), 1676-1679, 2022
12022
Automated Segmentation of CT Abdomen for Quantifying Body Composition Using Deep Learning
AD Weston
College of Medicine-Mayo Clinic, 2019
12019
Description and evaluation of a self-operated waist measurement device
Y Song, KA Philbrick, AD Weston, T Potretzke, KA Lytle, T Jensen, ...
BMJ Innovations, bmjinnov-2023-001162, 2024
2024
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