Lise Wei
Lise Wei
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Machine and deep learning methods for radiomics
M Avanzo, L Wei, J Stancanello, M Vallieres, A Rao, O Morin, ...
Medical physics 47 (5), e185-e202, 2020
Machine learning and imaging informatics in oncology
HH Tseng, L Wei, S Cui, Y Luo, RK Ten Haken, I El Naqa
Oncology 98 (6), 344-362, 2020
Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling
Y Luo, HH Tseng, S Cui, L Wei, RK Ten Haken, I El Naqa
BJR| Open 1 (1), 20190021, 2019
Machine learning for radiomics-based multimodality and multiparametric modeling
L Wei, S Osman, M Hatt, I El Naqa
QJ Nucl Med Mol Imaging 63 (4), 323-38, 2019
Radiomics in precision medicine for lung cancer
J Constanzo, L Wei, HH Tseng, I El Naqa
Translational lung cancer research 6 (6), 635, 2017
Automatic recognition and analysis of metal streak artifacts in head and neck computed tomography for radiomics modeling
L Wei, B Rosen, M Vallières, T Chotchutipan, M Mierzwa, A Eisbruch, ...
Physics and imaging in radiation oncology 10, 49-54, 2019
Study on AlGaN PININ solar-blind avalanche photodiodes with Al0. 45Ga0. 55N multiplication layer
M Hou, Z Qin, C He, L Wei, F Xu, X Wang, B Shen
Electronic Materials Letters 11 (6), 1053-1058, 2015
A deep survival interpretable radiomics model of hepatocellular carcinoma patients
L Wei, D Owen, B Rosen, X Guo, K Cuneo, TS Lawrence, R Ten Haken, ...
Physica Medica 82, 295-305, 2021
A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features
E Pfaehler, I Zhovannik, L Wei, R Boellaard, A Dekker, R Monshouwer, ...
Physics and imaging in radiation oncology 20, 69-75, 2021
Artificial intelligence for response evaluation with PET/CT
L Wei, I El Naqa
Seminars in Nuclear Medicine 51 (2), 157-169, 2021
Tumor response prediction in 90 Y radioembolization with PET-based radiomics features and absorbed dose metrics
L Wei, C Cui, J Xu, R Kaza, I El Naqa, YK Dewaraja
EJNMMI physics 7 (1), 1-19, 2020
Variational autoencoder graph-based radiomics outcome modeling of intrahepatic progression risk and overall survival for HCC post-SBRT patients
L Wei, D Owen, M Mendiratta-Lala, BS Rosen, KC Cuneo, TS Lawrence, ...
International Journal of Radiation Oncology, Biology, Physics 105 (1), S83-S84, 2019
Feature extraction and qualification
L Wei, I El Naqa
Radiomics and Radiogenomics, 121-149, 2019
Current status and future developments in predicting outcomes in radiation oncology
D Niraula, S Cui, J Pakela, L Wei, Y Luo, RK Ten Haken, I El Naqa
The British Journal of Radiology 95 (1139), 20220239, 2022
The Effect of Stereotactic Body Radiation Therapy for Hepatocellular Cancer on Regional Hepatic Liver Function
L Wei, J Simeth, MP Aryal, M Matuszak, RK Ten Haken, K Cuneo, ...
International Journal of Radiation Oncology* Biology* Physics, 2022
Comparison of NTCP Models Using Liver Function Obtained From Different Contrast Agent-Based DCE-MRI after SBRT in Hepatocellular Carcinoma
L Wei, MP Aryal, JJ Simeth, KC Cuneo, MM Matuszak, TS Lawrence, ...
International Journal of Radiation Oncology, Biology, Physics 111 (3), e134-e135, 2021
Fundamentals of Radiomics in Nuclear Medicine and Hybrid Imaging
L Wei, IE Naqa
Basic Sciences of Nuclear Medicine, 441-469, 2021
Integrating Omics in the Era of AI for Better Patient Specific Outcomes
I El Naqa, S Mattonen, L Wei, S Cui, R Ger
MEDICAL PHYSICS 49 (6), E471-E471, 2022
Regional Dose-Responses of Liver Functions Derived from Dynamic Gadoxetic Acid-Enhanced (DGAE) MRI of Patients with Hepatocellular Carcinoma (HCC) Treated with SBRT
L Wei, M Aryal, J Simeth, K Cuneo, M Matuszak, J Evans, R Ten Haken, ...
MEDICAL PHYSICS 48 (6), 2021
Shape features predicting intrahepatic progression-free and overall survival for SBRT treated HCC patients using radiomics and deep learning based survival models
L Wei, J Jiang, H Veeraraghavan, I El Naqa
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