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Fang Liu
Fang Liu
Assistant Professor, Martinos Center, Massachusetts General Hospital, Harvard Medical School
mgh.harvard.edu의 이메일 확인됨 - 홈페이지
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Artificial intelligence–enabled rapid diagnosis of patients with COVID-19
X Mei, HC Lee, K Diao, M Huang, B Lin, C Liu, Z Xie, Y Ma, PM Robson, ...
Nature medicine 26 (8), 1224-1228, 2020
11372020
Deep learning MR imaging–based attenuation correction for PET/MR imaging
F Liu, H Jang, R Kijowski, T Bradshaw, AB McMillan
Radiology 286 (2), 676-684, 2018
4432018
Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging
F Liu, Z Zhou, H Jang, A Samsonov, G Zhao, R Kijowski
Magnetic resonance in medicine 79 (4), 2379-2391, 2018
3492018
Deep learning approach for evaluating knee MR images: achieving high diagnostic performance for cartilage lesion detection
F Liu, Z Zhou, A Samsonov, D Blankenbaker, W Larison, A Kanarek, ...
Radiology 289 (1), 160-169, 2018
2632018
Deep convolutional neural network for segmentation of knee joint anatomy
Z Zhou, G Zhao, R Kijowski, F Liu
Magnetic resonance in medicine 80 (6), 2759-2770, 2018
2252018
Fully automated diagnosis of anterior cruciate ligament tears on knee MR images by using deep learning
F Liu, B Guan, Z Zhou, A Samsonov, H Rosas, K Lian, R Sharma, ...
Radiology: Artificial Intelligence 1 (3), 180091, 2019
1402019
MANTIS: Model‐Augmented Neural neTwork with Incoherent k‐space Sampling for efficient MR parameter mapping
F Liu, L Feng, R Kijowski
Magnetic resonance in medicine 82 (1), 174-188, 2019
1312019
Fast realistic MRI simulations based on generalized multi-pool exchange tissue model
F Liu, JV Velikina, WF Block, R Kijowski, AA Samsonov
IEEE transactions on medical imaging 36 (2), 527-537, 2016
1302016
A deep learning approach for 18F-FDG PET attenuation correction
F Liu, H Jang, R Kijowski, G Zhao, T Bradshaw, AB McMillan
EJNMMI physics 5, 1-15, 2018
1262018
SANTIS: sampling‐augmented neural network with incoherent structure for MR image reconstruction
F Liu, A Samsonov, L Chen, R Kijowski, L Feng
Magnetic resonance in medicine 82 (5), 1890-1904, 2019
1022019
Deep learning for lesion detection, progression, and prediction of musculoskeletal disease
R Kijowski, F Liu, F Caliva, V Pedoia
Journal of magnetic resonance imaging 52 (6), 1607-1619, 2020
942020
Magnetic resonance parameter mapping using model‐guided self‐supervised deep learning
F Liu, R Kijowski, G El Fakhri, L Feng
Magnetic resonance in medicine 85 (6), 3211-3226, 2021
932021
Knee imaging: Rapid three‐dimensional fast spin‐echo using compressed sensing
R Kijowski, H Rosas, A Samsonov, K King, R Peters, F Liu
Journal of Magnetic Resonance Imaging 45 (6), 1712-1722, 2017
852017
MR‐based treatment planning in radiation therapy using a deep learning approach
F Liu, P Yadav, AM Baschnagel, AB McMillan
Journal of applied clinical medical physics 20 (3), 105-114, 2019
842019
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates
G Zhao, F Liu, JA Oler, ME Meyerand, NH Kalin, RM Birn
Neuroimage 175, 32-44, 2018
842018
Oxytocin differentially alters resting state functional connectivity between amygdala subregions and emotional control networks: Inverse correlation with depressive traits
M Eckstein, S Markett, KM Kendrick, B Ditzen, F Liu, R Hurlemann, ...
Neuroimage 149, 458-467, 2017
822017
Improving the speed of MRI with artificial intelligence
PM Johnson, MP Recht, F Knoll
Seminars in musculoskeletal radiology 24 (01), 012-020, 2020
762020
Deep learning approach to predict pain progression in knee osteoarthritis
B Guan, F Liu, AH Mizaian, S Demehri, A Samsonov, A Guermazi, ...
Skeletal radiology, 1-11, 2022
752022
GRASP‐Pro: imProving GRASP DCE‐MRI through self‐calibrating subspace‐modeling and contrast phase automation
L Feng, Q Wen, C Huang, A Tong, F Liu, H Chandarana
Magnetic resonance in medicine 83 (1), 94-108, 2020
752020
SUSAN: segment unannotated image structure using adversarial network
F Liu
Magnetic resonance in medicine 81 (5), 3330-3345, 2019
732019
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학술자료 1–20