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Junwen Liu
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A survey of modern scientific workflow scheduling algorithms and systems in the era of big data
J Liu, S Lu, D Che
2020 IEEE International Conference on Services Computing (SCC), 132-141, 2020
132020
Infrastructure-level support for gpu-enabled deep learning in DATAVIEW
J Liu, Z Xiao, S Lu, D Che, M Dong, C Bai
Future Generation Computer Systems 141, 723-737, 2023
52023
Deep-learning-as-a-workflow (DLaaW): An innovative approach to enabling deep learning in scientific workflows
J Liu, Z Xiao, S Lu, D Che
2021 IEEE International Conference on Big Data (Big Data), 3101-3106, 2021
32021
SU‐E‐T‐289: Dose‐Volume‐Effect Relationships for Lung Cancer Patients Treated with SBRT On a Prospective Protocol
E Mayyas, S Brown, J Liu, J Kim, Z Sun, S Devpura, M Ajlouni, F Siddiqui, ...
Medical Physics 42 (6Part16), 3399-3399, 2015
12015
Generation of Synthetic Contrast-Enhanced Abdominal CT Images Using Conditional Diffusion Model to Reduce Dependency on Iodinated Contrast Agents
A Abdukerim, Y Yang, F Yan, J Liu
AAPM: The American Association of Physicists in Medicine, 2024
2024
General purpose Large Language model to Professional Large Language Model on Chinese Medical Image Reports: ChatGPT4 vs. Locally Finetuned Large Language Models
J Liu, Z Zhang, J Xiao, Z Jin, X Zhang, Y Ma, F Yan, N Wen
中华医学会第 30 次全国放射学学 术大会(CCR2023), 159, 2023
2023
Large Language Model Locally Fine-tuning (LLMLF) on Chinese Medical Imaging Reports
J Liu, Z Zhang, J Xiao, Z Jin, X Zhang, Y Ma, F Yan, N Wen
Proceedings of the 2023 6th International Conference on Big Data …, 2023
2023
A Generic Efficient Scientific Workflow Engine for the Optimizations of Run-Time Execution
C Bai, J Liu, A Tahabilder, MM Imran, S Lu, D Che
2023 IEEE International Conference on Software Services Engineering (SSE …, 2023
2023
Deep Learning as Native Scientific Workflows in the Modern SWFMs-DATAVIEW
J Liu
Wayne State University, 2022
2022
A Prospective Analysis of Quality of Life Data and Clinical Toxicity as a Function of Radiation Dose and Volume in Stage I Lung Cancer Patients after SBRT
A Feldman, S Devpura, B Movsas, I Chetty, A Cook, S Rusu, S Brown, ...
International Journal of Radiation Oncology, Biology, Physics 108 (2), E64, 2020
2020
Retrospective correlation of radiation pneumonitis with dose distributions computed with different algorithms for locally advanced lung cancer patients.
S Devpura, K Feghali, Z Sun, Q Wu, J Liu, M Ajlouni, IJ Chetty
2017
WE‐AB‐207B‐12: Prospective Study of the Relationship Between Dose‐Volume Clinical Toxicity and Patient Reported Outcomes in Lung Cancer Patients Treated with SBRT
E Mayyas, S Vance, S Brown, J Liu, J Kim, S Zhen, S Devpura, M Ajlouni, ...
Medical Physics 43 (6Part39), 3806-3807, 2016
2016
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