Gigin Lin

4.3k total citations · 1 hit paper
141 papers, 2.8k citations indexed

About

Gigin Lin is a scholar working on Radiology, Nuclear Medicine and Imaging, Obstetrics and Gynecology and Molecular Biology. According to data from OpenAlex, Gigin Lin has authored 141 papers receiving a total of 2.8k indexed citations (citations by other indexed papers that have themselves been cited), including 57 papers in Radiology, Nuclear Medicine and Imaging, 38 papers in Obstetrics and Gynecology and 30 papers in Molecular Biology. Recurrent topics in Gigin Lin's work include Endometrial and Cervical Cancer Treatments (34 papers), Radiomics and Machine Learning in Medical Imaging (24 papers) and MRI in cancer diagnosis (23 papers). Gigin Lin is often cited by papers focused on Endometrial and Cervical Cancer Treatments (34 papers), Radiomics and Machine Learning in Medical Imaging (24 papers) and MRI in cancer diagnosis (23 papers). Gigin Lin collaborates with scholars based in Taiwan, United States and United Kingdom. Gigin Lin's co-authors include Chyong‐Huey Lai, Tzu‐Chen Yen, Shu‐Hang Ng, Mei‐Ling Cheng, Koon‐Kwan Ng, Kung‐Chu Ho, Jiun‐Jie Wang, Yu‐Ting Huang, Chee‐Jen Chang and Meng‐Han Chiang and has published in prestigious journals such as Nature Medicine, Journal of Clinical Oncology and SHILAP Revista de lepidopterología.

In The Last Decade

Gigin Lin

129 papers receiving 2.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography

2023 114 citations Peter G. Mikhael, Jeremy Wohlwend et al. Journal of Clinical Oncology profile →

Peers

Countries citing papers authored by Gigin Lin

Since Specialization

Citations

This map shows the geographic impact of Gigin Lin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gigin Lin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gigin Lin more than expected).

Fields of papers citing papers by Gigin Lin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gigin Lin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gigin Lin. The network helps show where Gigin Lin may publish in the future.

Co-authorship network of co-authors of Gigin Lin

This figure shows the co-authorship network connecting the top 25 collaborators of Gigin Lin. A scholar is included among the top collaborators of Gigin Lin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gigin Lin. Gigin Lin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Endometrial cancer risk stratification using MRI radiomics: corroborating with choline metabolism 2024 ·Cancer Imaging ·(unknown), Ren‐Chin Wu, Yu‐Chun Lin, Yen-Ling Huang, Chiao‐Yun Lin, Chi-Jen Lo, Hsin‐Ying Lu, (unknown), Shang‐Yueh Tsai, (unknown), Lan‐Yan Yang, Mei‐Ling Cheng, Angel Chao, Chyong‐Huey Lai, Gigin Lin	0
2	Ultrasonography of acute retroperitoneum 2024 ·ULTRASONOGRAPHY ·(unknown), (unknown), Gigin Lin, Li-Jen Wang, Yung‐Liang Wan	1
3	Multi-biofluid metabolomics analysis of allergic respiratory rhinitis and asthma in early childhood 2024 ·World Allergy Organization Journal ·Chih‐Yung Chiu, Meng‐Han Chiang, (unknown), Mei‐Ling Cheng, Gigin Lin	2
4	Incidental Findings in Lung Cancer Screening 2024 ·Cancers ·(unknown), (unknown), (unknown), Chen‐Te Wu, (unknown), Gigin Lin, Cheng‐Hong Toh, Yung‐Liang Wan	1
5	Combined Plasma DHA-Containing Phosphatidylcholine PCaa C38:6 and Tetradecanoyl-Carnitine as an Early Biomarker for Assessing the Mortality Risk among Sarcopenic Patients 2024 ·Nutrients ·Hung‐Yao Ho, (unknown), Chi-Jen Lo, Hsiang-Yu Tang, Su‐Wei Chang, (unknown), (unknown), Gigin Lin, Chih‐Yung Chiu, Chih‐Ming Lin, Mei‐Ling Cheng	0
6	Metabolomics Assessment of Volume Overload-Induced Heart Failure and Oxidative Stress in the Kidney 2023 ·Metabolites ·Hsiang-Yu Tang, (unknown), (unknown), Chee‐Jen Chang, Ying‐Chang Tung, Gigin Lin, Mei‐Ling Cheng	4
7	Sybil: A Validated Deep Learning Model to Predict Future Lung Cancer Risk From a Single Low-Dose Chest Computed Tomography breakdown → 2023 ·Journal of Clinical Oncology ·Peter G. Mikhael, Jeremy Wohlwend, Adam Yala, (unknown), (unknown), A. Takigami, Patrick Bourgouin, PuiYee Chan, (unknown), (unknown), Yu‐Hsiang Juan, Cheng‐Ta Yang, Yung‐Liang Wan, Gigin Lin, Lecia V. Sequist, Florian J. Fintelmann, Regina Barzilay	114
8	Comparing Magnetic Resonance Fingerprinting (MRF) and the MAGiC Sequence for Simultaneous T1 and T2 Quantitative Measurements in the Female Pelvis: A Prospective Study 2023 ·Diagnostics ·(unknown), (unknown), Wen‐Yen Chai, (unknown), Yen-Ling Huang, (unknown), (unknown), Rolf F. Schulte, Chien‐Yuan Lin, Gigin Lin	1
9	Machine Learning Radiomics Signature for Differentiating Lymphoma versus Benign Splenomegaly on CT 2023 ·Diagnostics ·(unknown), Yu‐Chun Lin, (unknown), Ren‐Chin Wu, Hsin‐Ying Lu, Lan‐Yan Yang, (unknown), Yu‐Hsiang Juan, (unknown), Gigin Lin	0
10	Enteroviral 2B Interacts with VDAC3 to Regulate Reactive Oxygen Species Generation That Is Essential to Viral Replication 2022 ·Viruses ·Mei‐Ling Cheng, (unknown), Kun‐Yi Chien, (unknown), (unknown), (unknown), Gigin Lin, Hung‐Yao Ho	16
11	Optimizing risk-based breast cancer screening policies with reinforcement learning 2022 ·Nature Medicine ·Adam Yala, Peter G. Mikhael, Constance D. Lehman, Gigin Lin, Fredrik Strand, Yung‐Liang Wan, Kevin S. Hughes, (unknown), Thomas Kim, Imon Banerjee, Judy Wawira Gichoya, Hari Trivedi, Regina Barzilay	57
12	Longitudinal Metabolomic Analysis Reveals Gut Microbial-Derived Metabolites Related to Formula Feeding and Milk Sensitization Development in Infancy 2022 ·Metabolites ·(unknown), Gigin Lin, Meng‐Han Chiang, Kuo‐Wei Yeh, Jing‐Long Huang, Kuan‐Wen Su, Ming‐Han Tsai, Man‐Chin Hua, Sui‐Ling Liao, Shen‐Hao Lai, Chih‐Yung Chiu	4
13	Toward robust mammography-based models for breast cancer risk 2021 ·Science Translational Medicine ·Adam Yala, Peter G. Mikhael, Fredrik Strand, Gigin Lin, Kevin Smith, Yung‐Liang Wan, Leslie R. Lamb, Kevin S. Hughes, Constance D. Lehman, Regina Barzilay	135
14	Risk of nephrogenic systemic fibrosis in patients with impaired renal function undergoing fixed-dose gadoxetic acid-enhanced magnetic resonance imaging 2021 ·Abdominal Radiology ·(unknown), Jeng‐Hwei Tseng, Bing‐Shen Huang, (unknown), Chun‐Bing Chen, (unknown), Gigin Lin, (unknown)	3
15	Monitoring Early Glycolytic Flux Alterations Following Radiotherapy in Cancer and Immune Cells: Hyperpolarized Carbon-13 Magnetic Resonance Imaging Study 2021 ·Metabolites ·(unknown), (unknown), (unknown), (unknown), Hung‐Yao Ho, Mei‐Ling Cheng, Albert P. Chen, Shu‐Hang Ng, George T.Y. Chen, Gigin Lin	10
16	Metabolomics reveals microbial‐derived metabolites associated with immunoglobulin E responses in filaggrin ‐related atopic dermatitis 2021 ·Pediatric Allergy and Immunology ·Chih‐Yung Chiu, Gigin Lin, Chia‐Jung Wang, Wen‐Hung Chung, Wen‐Hung Chung	9
17	De novo phosphatidylcholine synthesis is required for autophagosome membrane formation and maintenance during autophagy 2019 ·Autophagy ·Gabriela Andrejeva, Sharon Gowan, Gigin Lin, (unknown), (unknown), Harold G. Parkes, (unknown), Florence I. Raynaud, Yasmin J. Asad, Gema Vizcay‐Barrena, Joanna Nikitorowicz-Buniak, Melanie Valenti, Louise Howell, Roland A. Fleck, Lesley‐Ann Martin, Vladimir Kirkin, Martin O. Leach, Yuen‐Li Chung	76
18	Metabolomics Reveals Anaerobic Bacterial Fermentation and Hypoxanthine Accumulation for Fibrinous Pleural Effusions in Children with Pneumonia 2019 ·Journal of Proteome Research ·Chih‐Yung Chiu, Mei‐Ling Cheng, Kin‐Sun Wong, Shen‐Hao Lai, Meng‐Han Chiang, Ming‐Han Tsai, Gigin Lin	6
19	1H Nuclear Magnetic Resonance (NMR)-Based Cerebrospinal Fluid and Plasma Metabolomic Analysis in Type 2 Diabetic Patients and Risk Prediction for Diabetic Microangiopathy 2019 ·Journal of Clinical Medicine ·Huan-Tang Lin, Mei‐Ling Cheng, Chi-Jen Lo, Gigin Lin, Shu‐Fu Lin, Jiun‐Ting Yeh, Hung‐Yao Ho, Jr‐Rung Lin, Fu-Chao Liu	39
20	Longitudinal urinary metabolomic profiling reveals metabolites for asthma development in early childhood 2018 ·Pediatric Allergy and Immunology ·Chih‐Yung Chiu, Gigin Lin, Mei‐Ling Cheng, Meng‐Han Chiang, Ming‐Han Tsai, Kuan‐Wen Su, Man‐Chin Hua, Sui‐Ling Liao, Shen‐Hao Lai, Tsung‐Chieh Yao, Kuo‐Wei Yeh, Jing‐Long Huang	33

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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