Chih‐Chieh Liu

Canon (United States) — United States

Medicine · Health Sciences

8h-index605citations28works0.02yr avg
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Research Topics

Medical Imaging Techniques and Applications(11), Advanced MRI Techniques and Applications(8), Radiation Detection and Scintillator Technologies(6), Nuclear Physics and Applications(5), Radiomics and Machine Learning in Medical Imaging(5)

Publications28 total

Coronary artery centerline extraction using a robust lightweight CNN approach
2025
Automated right coronary artery localizer using deep learning for optimal cardiac phase selection
2023
AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data
Journal of Digital Imaging·2023· 3 citedOpen Access
Deep learning-based in vivo dose verification from proton-induced secondary-electron-bremsstrahlung images with various count level
Physica Medica·2022· 19 citedOpen Access
NEMA NU 4-2008 performance evaluation and MR compatibility tests of an APD-based small animal PET-insert for simultaneous PET/MR imaging
Physics in Medicine and Biology·2022· 16 cited
Performance evaluation of dual-ended readout PET detectors based on BGO arrays with different reflector arrangements
Physics in Medicine and Biology·2021· 6 citedOpen Access
Dose image prediction for range and width verifications from carbon ion‐induced secondary electron bremsstrahlung x‐rays using deep learning workflow
Medical Physics·2020· 19 cited
Prediction of dose imges from secondary electron bremsstrahlung X-rays using advanced deep learning workflow
2020
A deep learning approach for converting prompt gamma images to proton dose distributions: A Monte Carlo simulation study
Physica Medica·2019· 19 cited
Partial-ring PET image restoration using a deep learning based method
Physics in Medicine and Biology·2019· 23 cited
Higher SNR PET image prediction using a deep learning model and MRI image
Physics in Medicine and Biology·2019· 63 citedOpen Access
Indirect methods for improving parameter estimation of PET kinetic models
Medical Physics·2019· 5 cited
PET Image Denoising Using a Deep Neural Network Through Fine Tuning
IEEE Transactions on Radiation and Plasma Medical Sciences·2018· 224 citedOpen Access
A general-threshold filtering method for improving intravoxel incoherent motion parameter estimates
Physics in Medicine and Biology·2018· 7 cited
A low-count reconstruction algorithm for Compton-based prompt gamma imaging
Physics in Medicine and Biology·2018· 5 cited
PET Image Denoising Using Deep Neural Network
2017· 5 cited
Development of a dedicated image reconstruction and performance evaluation of a small animal MR-compatible PET-insert
2016
The application of vital signs detection system for detecting in a truck with noise cancellation method
Journal of Vibroengineering·2015· 1 cited
Denaturalizing Coco’s “Sexy” Hips
Oxford University Press eBooks·2014· 1 cited
Effects of MR-invisible objects and object attenuation on PET quantification in small animal PET/MR imaging
2013· 1 cited
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Frequent Co-authors

Jinyi Qi(5), Hsuan‐Ming Huang(5), Yung-Yu Chen(4), Bernd J. Pichler(3), Mitsutaka Yamaguchi(3), Naoki Kawachi(3), Seiichi Yamamoto(3), Kuang Gong(2), Jiahui Guan(2), Hans F. Wehrl(2), Mosaddek Hossain(2), Ilja Bezrukov(2), Takuya Yabe(2), Takashi Akagi(2), Chieh Lin(2), Chun-Hsiang Huang(2), Ja‐Ling Wu(2), Qiulin Tang(2), Konrad Lankes(1), Petros Martirosian(1)