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 | 455 | 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 | 126 | 2019 |
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 | 74 | 2021 |
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 | 62 | 2020 |
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), 323-338, 2019 | 49 | 2019 |
Artificial intelligence (AI) and machine learning (ML) in precision oncology: a review on enhancing discoverability through multiomics integration L Wei, D Niraula, EDH Gates, J Fu, Y Luo, MJ Nyflot, SR Bowen, ... The British Journal of Radiology 96 (1150), 20230211, 2023 | 42 | 2023 |
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 | 42 | 2021 |
Radiomics in precision medicine for lung cancer J Constanzo, L Wei, HH Tseng, I El Naqa Translational lung cancer research 6 (6), 635, 2017 | 32 | 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 | 31 | 2019 |
Artificial intelligence for response evaluation with PET/CT L Wei, I El Naqa Seminars in nuclear medicine 51 (2), 157-169, 2021 | 22 | 2021 |
Tumor response prediction in 90Y 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, 1-19, 2020 | 18 | 2020 |
Study on AlGaN P-I-N-I-N 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, 1053-1058, 2015 | 17 | 2015 |
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 | 15 | 2022 |
Interpretable artificial intelligence in radiology and radiation oncology S Cui, A Traverso, D Niraula, J Zou, Y Luo, D Owen, I El Naqa, L Wei The British Journal of Radiology 96 (1150), 20230142, 2023 | 12 | 2023 |
The promise and future of radiomics for personalized radiotherapy dosing and adaptation RB Ger, L Wei, I El Naqa, J Wang Seminars in radiation oncology 33 (3), 252-261, 2023 | 12 | 2023 |
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 115 (3), 794-802, 2023 | 12 | 2023 |
PET/CT-Based Absorbed Dose Maps in 90Y Selective Internal Radiation Therapy Correlate with Spatial Changes in Liver Function Derived from Dynamic MRI Z Lu, DF Polan, L Wei, MP Aryal, K Fitzpatrick, C Wang, KC Cuneo, ... Journal of Nuclear Medicine 65 (8), 1224-1230, 2024 | 2 | 2024 |
PET/CT-based absorbed dose maps in Y-90 SIRT correlate with spatial changes in liver function derived from dynamic MRI Z Lu, D Polan, L Wei, M Aryal, K Fitzpatrick, C Wang, K Cuneo, J Evans, ... Journal of Nuclear Medicine 65 (supplement 2), 241293-241293, 2024 | 2 | 2024 |
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 | 2 | 2021 |
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 | 2 | 2019 |