| Molecular determinants of response to PD-L1 blockade across tumor types R Banchereau, N Leng, O Zill, E Sokol, G Liu, D Pavlick, S Maund, LF Liu, ... Nature communications 12 (1), 3969, 2021 | 109 | 2021 |
| Exploration of PET and MRI radiomic features for decoding breast cancer phenotypes and prognosis S Huang, BL Franc, RJ Harnish, G Liu, D Mitra, TP Copeland, VA Arasu, ... NPJ breast cancer 4 (1), 24, 2018 | 104 | 2018 |
| Neural-ODE for pharmacokinetics modeling and its advantage to alternative machine learning models in predicting new dosing regimens J Lu, K Deng, X Zhang, G Liu, Y Guan Iscience 24 (7), 2021 | 72 | 2021 |
| Incorporating radiomics into machine learning models to predict outcomes of neuroblastoma G Liu, M Poon, MA Zapala, WC Temple, KT Vo, KK Matthay, D Mitra, ... Journal of Digital Imaging 35 (3), 605-612, 2022 | 21 | 2022 |
| Pharm‐AutoML: an open‐source, end‐to‐end automated machine learning package for clinical outcome prediction. G Liu, D Lu, J Lu CPT: Pharmacometrics & Systems Pharmacology, 2021 | 18 | 2021 |
| Saos‐2 cell‐mediated mineralization on collagen gels: Effect of densification and bioglass incorporation G Liu, M Pastakia, MB Fenn, V Kishore Journal of biomedical materials research Part A 104 (5), 1121-1134, 2016 | 18 | 2016 |
| Mask-guided convolutional neural network for breast tumor prognostic outcome prediction on 3D DCE-MR images G Liu, D Mitra, EF Jones, BL Franc, SC Behr, A Nguyen, MS Bolouri, ... Journal of digital imaging 34, 630-636, 2021 | 9 | 2021 |
| Exploration of PET and MRI radiomic features for decoding breast cancer phenotypes and prognosis. NPJ Breast Cancer. 2018; 4: 24 SY Huang, BL Franc, RJ Harnish, G Liu, D Mitra, TP Copeland CrossRef PubMed PubMed Central CAS, 0 | 8 | |
| Molecular determinants of response to PD-L1 blockade across tumor types. Nat. Commun. 12, 3969 R Banchereau, N Leng, O Zill, E Sokol, G Liu, D Pavlick, S Maund, LF Liu, ... | 7 | 2021 |
| Applying interpretable machine learning workflow to evaluate exposure–response relationships for large‐molecule oncology drugs G Liu, J Lu, HS Lim, JY Jin, D Lu CPT: pharmacometrics & systems pharmacology 11 (12), 1614-1627, 2022 | 6 | 2022 |
| Unsupervised learning in PET Radiomics G Liu, S Huang, B Franc, Y Seo, D Mitra 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2017 | 2 | 2017 |
| Deep‐NCA: A deep learning methodology for performing noncompartmental analysis of pharmacokinetic data G Liu, L Brooks, J Canty, D Lu, JY Jin, J Lu CPT: Pharmacometrics & Systems Pharmacology 13 (5), 870-879, 2024 | | 2024 |
| Multimodal Imaging Radiomics and Machine Learning G Liu, Y Seo, D Mitra, BL Franc Big Data in Multimodal Medical Imaging, 1-22, 2019 | | 2019 |
| Machine Learning Models on Prognostic Outcome Prediction for Cancer Images with Multiple Modalities G Liu Florida Institute of Technology, 2019 | | 2019 |
