| Lung Nodule Detection via Deep Reinforcement Learning I Ali, GR Hart, G Gunabushanam, Y Liang, W Muhammad, B Nartowt, ... Frontiers in oncology 8, 108, 2018 | 129 | 2018 |
| Pancreatic cancer prediction through an artificial neural network W Muhammad, GR Hart, B Nartowt, JJ Farrell, K Johung, Y Liang, J Deng Frontiers in Artificial Intelligence 2, 2, 2019 | 127 | 2019 |
| Dynamics between cancer cell subpopulations reveals a model coordinating with both hierarchical and stochastic concepts W Wang, Y Quan, Q Fu, Y Liu, Y Liang, J Wu, G Yang, C Luo, Q Ouyang, ... PloS one 9 (1), e84654, 2014 | 90 | 2014 |
| Auto-segmentation of pancreatic tumor in multi-parametric MRI using deep convolutional neural networks Y Liang, D Schott, Y Zhang, Z Wang, H Nasief, E Paulson, W Hall, ... Radiotherapy and Oncology 145, 193-200, 2020 | 73 | 2020 |
| Robust machine learning for colorectal cancer risk prediction and stratification BJ Nartowt, GR Hart, W Muhammad, Y Liang, GF Stark, J Deng Frontiers in big Data 3, 6, 2020 | 46 | 2020 |
| A general-purpose Monte Carlo particle transport code based on inverse transform sampling for radiotherapy dose calculation Y Liang, W Muhammad, GR Hart, BJ Nartowt, ZJ Chen, JB Yu, KB Roberts, ... Scientific reports 10 (1), 9808, 2020 | 35 | 2020 |
| Scoring colorectal cancer risk with an artificial neural network based on self-reportable personal health data BJ Nartowt, GR Hart, DA Roffman, X Llor, I Ali, W Muhammad, Y Liang, ... PloS one 14 (8), e0221421, 2019 | 35 | 2019 |
| Monte Carlo simulation of ionizing radiation induced DNA strand breaks utilizing coarse grained high-order chromatin structures Y Liang, G Yang, F Liu, Y Wang Physics in Medicine & Biology 61 (1), 445, 2015 | 23 | 2015 |
| Relative biological effectiveness for photons: implication of complex DNA double-strand breaks as critical lesions Y Liang, Q Fu, X Wang, F Liu, G Yang, C Luo, Q Ouyang, Y Wang Physics in Medicine & Biology 62 (6), 2153, 2017 | 22 | 2017 |
| Population-based screening for endometrial cancer: human vs. machine intelligence GR Hart, V Yan, GS Huang, Y Liang, BJ Nartowt, W Muhammad, J Deng Frontiers in Artificial Intelligence 3, 539879, 2020 | 21 | 2020 |
| Deep learning-based automatic detection of brain metastases in heterogenous multi-institutional magnetic resonance imaging sets: an exploratory analysis of NRG-CC001 Y Liang, K Lee, JA Bovi, JD Palmer, PD Brown, V Gondi, WA Tomé, ... International Journal of Radiation Oncology* Biology* Physics 114 (3), 529-536, 2022 | 8 | 2022 |
| A prior knowledge-guided, deep learning-based semiautomatic segmentation for complex anatomy on magnetic resonance imaging Y Zhang, Y Liang, J Ding, A Amjad, E Paulson, E Ahunbay, WA Hall, ... International Journal of Radiation Oncology* Biology* Physics 114 (2), 349-359, 2022 | 6 | 2022 |
| A model of risk of colorectal cancer tested between studies: building robust machine learning models for colorectal cancer risk prediction B Nartowt, GR Hart, W Muhammad, Y Liang, J Deng International Journal of Radiation Oncology, Biology, Physics 105 (1), E132, 2019 | 6 | 2019 |
| Stratifying ovarian cancer risk using personal health data GR Hart, BJ Nartowt, W Muhammad, Y Liang, GS Huang, J Deng Frontiers in big Data 2, 24, 2019 | 6 | 2019 |
| A Generalizable guided deep learning auto-segmentation method of pancreatic GTV on multi-protocol daily MRIs for MR-guided adaptive radiotherapy Y Zhang, Y Liang, WA Hall, ES Paulson, X Chen, BA Erickson, A Li International Journal of Radiation Oncology, Biology, Physics 111 (3), e113, 2021 | 4 | 2021 |
| Endometrial cancer risk prediction and stratification using personal health data GR Hart, B Nartowt, W Muhammad, Y Liang, G Huang, J Deng International Journal of Radiation Oncology, Biology, Physics 105 (1), E134-E135, 2019 | 4 | 2019 |
| Design and optimization for experimental Muon source at CSNS YF Liu, WZ Xu, ZQ Tan, Y Liang, W Kong, BJ Ye SCIENTIA SINICA Physica, Mechanica & Astronomica 42 (11), 1204, 2012 | 3* | 2012 |
| Multi‐parametric magnetic resonance imaging for radiation treatment planning EA Omari, Y Zhang, E Ahunbay, E Paulson, A Amjad, X Chen, Y Liang, ... Medical Physics 49 (4), 2836-2845, 2022 | 2 | 2022 |
| Tracking organ doses for patient safety in radiation therapy W Muhammad, Y Liang, GR Hart, BJ Nartowt, DA Roffman, J Deng Big Data in Radiation Oncology, 123-144, 2019 | 2 | 2019 |
| Multi-parameterized models for early cancer detection and prevention GR Hart, DA Roffman, Y Liang, BJ Nartowt, W Muhammad, J Deng Big Data in Radiation Oncology, 265-282, 2019 | 2 | 2019 |
Wazir MuhammadAssistant Professor, Florida Atlantic UniversityVerified email at fau.edu
