Yi Liu

National Taiwan University of Science and Technology — Taiwan

Physics and Astronomy · Physical Sciences

5h-index63citations26works0.92yr avg
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Research Topics

Nuclear Physics and Applications(13), Radiation Detection and Scintillator Technologies(12), Medical Imaging Techniques and Applications(6), Advanced Radiotherapy Techniques(4), Radiomics and Machine Learning in Medical Imaging(3)

Publications26 total

Deep Learning-Based Synthetic 3.0T High Field Magnetic Resonance Imaging for Brain Tumor Adaptive Radiotherapy in MR-Linac
International Journal of Radiation Oncology*Biology*Physics·2025
Beyond Single: A Data Selection Principle for LLM Alignment via Fine-Grained Preference Signals
arXiv (Cornell University)·2025Open Access
Modeling feedback-driven behavioral adaptation in pigs under environmental pressure: a study of behavior modification
The Veterinary Journal·2025
Latent Space Denoising Model for High-Precision 3D Cardiac Model Generation
2025
Full Borehole Image Data Computation Using GAN Based Model
International Petroleum Technology Conference·2025
Combining 2.5D deep learning and conventional features in a joint model for the early detection of sICH expansion
Scientific Reports·2024· 6 citedOpen Access
Performance of Track Reconstruction at STCF Using ACTS
EPJ Web of Conferences·2024Open Access
Development of a D–D neutron spectrum detector based on helium-3 proportional counter
Review of Scientific Instruments·2023· 1 cited
A Generalized Deep Learning Method for Synthetic CT Generation
International Journal of Radiation Oncology*Biology*Physics·2023· 2 citedOpen Access
A Feasibility Study of Dose Band Prediction in Radiotherapy: Predicting a Dose Spectrum
International Journal of Radiation Oncology*Biology*Physics·2023Open Access
Clinical prior Knowledge-Based One-Shot Learning for Automatic Delineation of Clinical Target Volumes in Adaptation Radiotherapy of Cervical Cancer
International Journal of Radiation Oncology*Biology*Physics·2023Open Access
Counting-loss correction method based on dual-exponential impulse shaping
Journal of Synchrotron Radiation·2020· 13 cited
Influences of fusion neutrons on Compton suppressed γ-spectrum analyses at the HL-2A tokamak
Applied Radiation and Isotopes·2020· 2 cited
Prototype of an array SiPM-based scintillator Compton camera for radioactive materials detection
Radiation Detection Technology and Methods·2019· 16 cited
Progresses of silicon photomultiplier technologies with epitaxial quenching resistors
Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment·2017· 8 cited
Machine Learning Method Applied in Readout System of Superheated Droplet Detector
IEEE Transactions on Nuclear Science·2017
Simultaneous fast and slow neutron detection with superheated droplet detector and real-time readout system
IDEALS (University of Illinois Urbana-Champaign)·2017Open Access
1種の内部FLASHプログラムの遠隔更新の新しい方法【JST・京大機械翻訳】
Hangkong Jisuan Jishu·2016
Superheated droplets detector for thermal neutron detection
2015
Research of <sup>9</sup>Be photoneutron source used in the photoneutron and X-ray radiography system
2013
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Frequent Co-authors

Yigang Yang(3), Weiqi Huang(3), Xiaowei Deng(2), Clair J. Sullivan(2), Francesco d’Errico(2), Jipeng Zhang(1), Xiuzuo Liang(1), Jiale Cai(1), Xianchao Huang(1), Daowu Li(1), Xiong Xiao(1), Xiaoyu Pang(1), Zhiming Zhang(1), Long Wei(1), Lei Shuai(1), Ming Wang(1), Wenjie Wan(1), Jianbin Zhou(1), Xu Hong(1), Fei Liu(1)