Publications by authors named "Gigin Lin"

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Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography.
Peter G Mikhael, Jeremy Wohlwend, Adam Yala, Ludvig Karstens, Justin Xiang, Angelo K Takigami, Patrick P Bourgouin, PuiYee Chan, Sofiane Mrah, Wael Amayri

April 2023

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A Deep Learning-Based Fully Automated Cardiac MRI Segmentation Approach for Tetralogy of Fallot Patients.
Wen-Yen Chai, Gigin Lin, Chao-Jan Wang, Hsin-Ju Chiang, Shu-Hang Ng, Yu-Chun Lin

J Magn Reson Imaging· January 2026

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Artificial intelligence-based lesion characterization and outcome prediction of prostate cancer on [F]DCFPyL PSMA imaging.
Linmei Zhao, Maliha R Imami, Yuli Wang, Yitao Mao, Wen-Chi Hsu, Gigin Lin

Radiother Oncol· January 2026

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Longitudinal Functional Magnetic Resonance Imaging of Brain Activity, Connectivity, and Behavior in Breast Cancer Survivors Following Chemotherapy.
Khulan Khurelsukh, Vincent Chin-Hung Chen, Yuan-Hsiung Tsai, Gigin Lin, Jun-Cheng Weng

Brain Connect· November 2025

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Cervical Cancer Reporting Lexicon: A Collaboration by the SAR Uterine and Ovarian Cancer DFP, ESUR Female Pelvic Imaging Working Group, and Asian Society of Abdominal Radiology.
Lauren A Roller, Aradhana M Venkatesan, Stephanie Nougaret, Elizabeth Sadowski, Nadeem R Abu-Rustum, Gigin Lin

AJR Am J Roentgenol· September 2025

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Taurine as a Protective Metabolite in Radiation-Induced Liver Disease: Evidence from H NMR Metabolomics.
Yi-Hsiu Chung, Chi-Chang Weng, Fujie Jhang, Gigin Lin, Ching-Fang Yu

J Proteome Res· September 2025

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MRI-based Ovarian Lesion Classification via a Foundation Segmentation Model and Multimodal Analysis: A Multicenter Study.
Wen-Chi Hsu, Yuli Wang, Yu-Fu Wu, Ruohua Chen, Shadi Afyouni, Gigin Lin

Radiology· August 2025

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Overestimation of clinical N-staging in microsatellite instable gastric cancers is associated with VEGF-C signaling and CD8+ T-cell dynamics.
Chun-Yi Tsai, Tzong-Shyuan Tai, Shih-Chiang Huang, Tsung-Hsing Chen, Jun-Te Hsu, Gigin Lin

Oncologist· July 2025

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Advancements, challenges, and future prospects in clinical hyperpolarized magnetic resonance imaging: A comprehensive review.
Ching-Yi Hsieh, Ying-Chieh Lai, Kuan-Ying Lu, Gigin Lin

Biomed J· June 2025

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Dynamic profiles of early biological responses to predict the treatment efficacy of proton therapy in liver cancer assessed with in vivo kinetic [18F]-FDG PET/MRI.
Yi-Hsiu Chung, I-Chun Cho, Fujie Jhang, Chi-Chang Weng, Gigin Lin

Radiat Oncol· June 2025

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Downregulation of NAD Kinase Expression in β-Cells Contributes to the Aging-Associated Decline in Glucose-Stimulated Insulin Secretion.
Guan-Jie Li, Mei-Ling Cheng, Yu-Ting Lin, Yu-Hsuan Ho, Gigin Lin

Aging Cell· April 2025

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Domain-Adaptive and Per-Fraction Guided Deep Learning Framework for Magnetic Resonance Imaging-Based Segmentation of Organs at Risk in Gynecologic Cancers.
Reza Kalantar, Manasi Ingle, Romelie Rieu, Sebastian Curcean, Jessica Mary Winfield, Gigin Lin

Adv Radiat Oncol· April 2025

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Multi-biofluid metabolomics analysis of allergic respiratory rhinitis and asthma in early childhood.
Chih-Yung Chiu, Meng-Han Chiang, Chieh-Ni Kuo, Mei-Ling Cheng, Gigin Lin

World Allergy Organ J· January 2025

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Correction: Lin et al. Incidental Findings in Lung Cancer Screening. 2024, , 2600.
Yenpo Lin, Khulan Khurelsukh, I-Gung Li, Chen-Te Wu, Yi-Ming Wu, Gigin Lin

Cancers (Basel)· December 2024

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Endometrial cancer risk stratification using MRI radiomics: corroborating with choline metabolism.
Yenpo Lin, Ren-Chin Wu, Yu-Chun Lin, Yen-Ling Huang, Chiao-Yun Lin, Mei-Ling Cheng, Gigin Lin

Cancer Imaging· August 2024

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Incidental Findings in Lung Cancer Screening.
Yenpo Lin, Khulan Khurelsukh, I-Gung Li, Chen-Te Wu, Yi-Ming Wu, Gigin Lin

Cancers (Basel)· July 2024

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Metabolomic profiling of maternal plasma identifies inverse associations of acetate and urea with anti-SARS-CoV-2 antibody titers following COVID-19 vaccination during pregnancy.
An-Shine Chao, Chiao-Yun Lin, Meng-Han Chiang, Kuan-Ying Lu, Cheng-Kun Tsai, Gigin Lin

J Mol Med (Berl)· June 2024

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Ultrasonography of acute retroperitoneum.
Hung-Hsien Liu, Yenpo Lin, Gigin Lin, Li-Jen Wang, Yung-Liang Wan

Ultrasonography· May 2024

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Hyperpolarized Carbon-13 Magnetic Resonance Imaging: Technical Considerations and Clinical Applications.
Ying-Chieh Lai, Ching-Yi Hsieh, Yu-Hsiang Juan, Kuan-Ying Lu, Hsien-Ju Lee, Gigin Lin

Korean J Radiol· May 2024

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Hyperpolarized [1-C]-pyruvate MRS evaluates immune potential and predicts response to radiotherapy in cervical cancer.
Gigin Lin, Ching-Yi Hsieh, Ying-Chieh Lai, Chun-Chieh Wang, Yenpo Lin

Eur Radiol Exp· April 2024

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Combined Plasma DHA-Containing Phosphatidylcholine PCaa C38:6 and Tetradecanoyl-Carnitine as an Early Biomarker for Assessing the Mortality Risk among Sarcopenic Patients.
Hung-Yao Ho, Yuan-Ho Chen, Chi-Jen Lo, Hsiang-Yu Tang, Su-Wei Chang, Gigin Lin, Chih-Ming Lin, Mei-Ling Cheng

Nutrients· February 2024

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Distinct changes to pancreatic volume rather than pancreatic autoantibody positivity: insights into immune checkpoint inhibitors induced diabetes mellitus.
Hung-Hui Wei, Ying-Chieh Lai, Gigin Lin, Cheng-Wei Lin, Ya-Chu Chang

Diabetol Metab Syndr· January 2024

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Machine Learning Radiomics Signature for Differentiating Lymphoma versus Benign Splenomegaly on CT.
Jih-An Cheng, Yu-Chun Lin, Yenpo Lin, Ren-Chin Wu, Hsin-Ying Lu, Gigin Lin

Diagnostics (Basel)· December 2023

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Metabolomics Assessment of Volume Overload-Induced Heart Failure and Oxidative Stress in the Kidney.
Hsiang-Yu Tang, Jyh-En Huang, Ming-Tong Tsau, Chi-Jen Chang, Ying-Chang Tung, Gigin Lin, Mei-Ling Cheng

Metabolites· November 2023

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