Publications
Journals
- Microaneurysm Detection Using Principal Component Analysis and Machine
Learning Methods
- Wen Cao, Nicholas Czarnek, Juan Shan, Lin Li, IEEE Transactions on
NanoBioscience, 17.3 (2018): 191-198.
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- A Weight-Adjusted-Voting Framework on an Ensemble of Classifiers for
Improving Sensitivity
- Lin Li, Ben C.K. Ngan, Intelligent Data Analysis (IDA), vol.21,
no.6, pp.1339-1350, 2017.
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- A Patient-Centric Decision Guidance System for Detecting Glycemia of
Diabetes Patients
- Ben C.K. Ngan, Lin Li, International Journal of Applied Decision
Sciences (IJADS), 9(4), pp. 366 - 399, 2016.
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- H-EQPE Model and L-Checkpoint Algorithm: A Decision-Guidance Approach for
Detecting Hypoglycemia of Diabetes Patients
- Ben C.K. Ngan, Lin Li, International Journal of Decision Support
System Technology (IJDSST), 7(4), pp. 20 -35, 2015.
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- Automatic diagnosis of melanoma using machine learning methods on a
spectroscopic system
- Lin Li, Qizhi Zhang, Yihua Ding, Huabei Jiang, Bruce H. Thiers,
James Z. Wang, BMC Medical Imaging, 2014, 14:36, DOI:
10.1186/1471-2342-14-36.
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- G-Bean: an ontology-graph based web tool for biomedical literature
retrieval
- James Z. Wang, Yuanyuan Zhang, Liang Dong, Lin Li, Pradip Srimani,
Philip S. Yu, BMC Bioinformatics, 2014,15(Suppl 12):S1,
DOI:10.1186/1471-2105-15-S12-S1.
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- Measure the Semantic Similarity of GO Terms using Aggregate Information
Content
- Xuebo Song,Lin Li, Pradip Srimani, Philip S. Yu, James Z. Wang,
IEEE/ACM Transaction On Computational Biology and Bioinformatics, 11(3), pp.
468 - 476, 2014.
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- Automated Detection of Mild Cognitive Impairment through MRI Data
Analysis
- Lin Li, James Z. Wang, Carl Lozar, and Mark A. Eckert,
International Journal on Artificial Intelligence Tools, 21(5), DOI:
10.1142/S0218213012400222, World Scientific Publishing, 2012.
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- G-SESAME: Web Tools for GO-Term-Based Gene Similarity Analysis and
Knowledge Discovery
- Zhidian Du, Lin Li, Chin-Fu Chen, Philip S. Yu, and James Z. Wang,
Nucleic Acids Research, 27(3), pp. w345 - 349, 2009
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- An Activity-Centered Meta-Model of Telecom Revenue Assurance Procedure
- Ding Xiao, Lin Li, Lei Zhang, and Bai Wang. Journal of Beijing
University of Posts and Telecommunications, 29(5), pp.203 - 206, 2006
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Conferences
- A Weight-adjusting Approach on an Ensemble of Classifiers for Time Series
Forecasting
- Lin Li, Ben C.K. Ngan, the 3rd International Conference on
Information System and Data Mining, Houston, Texas, April 6 - 8, 2019 (full
paper)
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- Automated Microaneurysm Detection in Fundus Images by Region Growing
- Lin Li, Juan Shan, the 17th IEEE International Conference on
Bioinformatics and Bioengineering (BIBE 2017), pp. 125 – 130, Washington
DC, Oct. 23 - 25, 2017. (full paper)
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- Microaneurysm Detection in Fundus Images by Small Image Patches and
Machine Learning Methods
- Wen Cao, Nicholas Czarnek, Juan Shan, Lin Li, IEEE International
Conference on Bioinformatics and Biomedicine (BIBM), pp. 325 – 331, Kansas
City, MO, Nov. 13 – 16, 2017.
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- Automated Microaneurysm Detection in Fundus Images by Region Growing
- Lin Li, Juan Shan, BHI-2017 International Conference on Biomedical
and Health Informatics, Orlando, FL, Feb. 16 - 19, 2017. (poster)
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- Predicting Blood Glucose Level in Diabetic Patients using Neural
Network
- Hai T. Tran, Lin Li, the proceedings of the 38th Annual
International Conference of the IEEE Engineering in Medicine and Biology
Society (EMBC 2016), Orlando, FL, August 16 – 20, 2016.
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- A Deep Learning Method for Microaneurysm Detection in Fundus Images
- Juan Shan, Lin Li, the proceedings of the 1st IEEE Conference on
Connected Health: Applications, Systems and Engineering Technologies (CHASE
2016), pp. 357 – 358, Washington DC, June 27 – 29, 2016.
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- Diagnosis of Diabetes using a Weight-Adjusted Voting Approach
- Lin Li, the Proceeding of 14th IEEE International Conference on
Bioinformatics and Bioengineering (BIBE 2014), pp. 320 - 324, Boca Raton, Nov
10 - 12, 2014.
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- A New Scheme to Evaluate the Accuracy of Knowledge Representation in
Automated Breast Cancer Diagnosis
- Juan Shan, Lin Li, the Proceeding of 2014 International Conference
on Collaboration Technologies and Systems (CTS 2014), pp. 622 - 627,
Minneapolis, Minnesota, May 19-23, 2014.
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- A Computer-aided Diagnostic Tool for Melanoma
- Lin Li, Aaron Clark, James Z. Wang, the Proceeding of 2014
International Conference on Computational Science and Computational
Intelligence,pp.114 - 118, Las Vegas, NV, March 10-13, 2014.
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- A Computer-aided Spectroscopic System for Early Diagnosis of Melanoma
- Lin Li, Qizhi Zhang, Yihua Ding, Huabei Jiang, Bruce H. Thiers,
James Z. Wang, the Proceeding of the 25th IEEE International International
Conference on Tools with Artificial Intelligence (ICTAI 2013), pp.145 - 150,
Washington DC, Nov 4th - 6th, 2013.
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- G-Bean: an Ontology-graph based Web Tool for Biomedical Literature
Retrieval
- Yuanyuan Zhang, Liang Dong, Lin Li, Pradip K. Srimani, Philip S.
Yu, James Z. Wang, the Proceeding of IEEE International Conference on
Bioinformatics and Biomedicine (BIBM 2013), pp. 623, Shanghai, China, Dec
18th – 21st, 2013.
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- Measure the Semantic Similarity of GO terms Using Aggregate Information
Content
- Xuebo Song, Lin Li, Philip S. Yu, Pradip Srimani, James Z. Wang,
the Proceeding of International Symposium on Bioinformatics Research and
Applications (ISBRA 2013), pp.224 - 236, Charlotte, NC, May 20th - 22nd,
2013.
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- A Combination of Multiple Scattered Light Spectroscopy/Polarized Light
Spectroscopy Technology for Rapid Noninvasive Diagnosis of Skin Cancer
- Lin Li, Qizhi Zhang, Huabei Jiang, Bruce H. Thiers, James Z. Wang.
Cancer Detection & Diagnostics Technologies for Global Health Conference,
NIH campus, Bethesda, MD, USA, August 22 - 23rd, 2011.
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- DDIT - A Tool for DICOM Brain Images De-identification
- Lin Li, James Z. Wang. Proceedings of the 5th International
Conference on Bioinformatics and Biomedical Engineering (ICBBE), Wuhan,
China, May 10 - 12nd, 2011, pp. 1 - 4.
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- Detection of Mild Cognitive Impairment using Image Differences and
Clinical Features
- Lin Li, Carl Lozar, Mark A. Eckert, Dheeraj Chahal, James Z. Wang.
Proceedings of the 10th IEEE International Conference on Bioinformatics and
Bioengineering (BIBE 2010), Thomas Jefferson University, Philadelphia, PA,
USA, May 31 - June 3rd, 2010, pp. 106 - 111.
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- Online Brain Image Database System for Diagnosis of Subtle Brain Injury
- Lin Li, Carl Lozar, Mark A. Eckert, Dheeraj Chahal, James Z. Wang.
Proceedings of the 4th International Conference on Bioinformatics and
Biomedical Engineering (iCBBE 2010), Chengdu, China, June 18 - 20th, 2010,
pp. 1 - 4.
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- LEAP: Sliding Window Analysis and Visualization for Array CGH data
- Chunhuai Cheng, Lin Li, James Z. Wang, Chin-Fu Chen, South
Carolina Science, Technology and Health Conference, 2009 Annual Meeting of
the South Carolina Academy of Science, Columbia, SC, USA, April 14 - 15th,
2009.
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Presentations
- Lin Li, A Weight-adjusting Approach on an Ensemble of Classifiers
for Time Series Forecasting(full paper)(the best oral presentation award),
the 3rd International Conference on Information System and Data Mining,
Houston, Texas, April 6 - 8, 2019.
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- Lin Li, Automated Microaneurysm Detection in Fundus Images by
Region Growing (full paper), the 17th IEEE International Conference on
Bioinformatics and Bioengineering (BIBE 2017), Washington DC, Oct. 23 - 25,
2017.
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- Lin Li, Automated Microaneurysm Detection in Fundus Images by
Region Growing (poster), BHI-2017 International Conference on Biomedical and
Health Informatics, Orlando, FL, Feb. 16 - 19, 2017.
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- Lin Li, Diagnosis of Diabetes using a Weight-Adjusted Voting
Approach, the 14th IEEE International Conference on Bioinformatics and
Bioengineering (BIBE 2014), Boca Raton, Nov 10 - 12, 2014
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- Lin Li, A Computer-aided Diagnostic Tool for Melanoma, 2014
International Conference on Computational Science and Computational
Intelligence, Las Vegas, NV, March 10-13, 2014.
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- Lin Li, A Computer-aided Spectroscopic System for Early Diagnosis
of Melanoma, the 25th IEEE International International Conference on Tools
with Artificial Intelligence (ICTAI 2013), Washington DC, Nov 4th - 6th,
2013.
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- Lin Li, Automated Detection of Mild Cognitive Impairment through
MRI Data Analysis, Kentucky Celebration of Women in Computing,Gilbertsville,
KY, Feb. 24- 25, 2012.
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- Lin Li, A Combination of Multiple Scattered Light
Spectroscopy/Polarized Light Spectroscopy Technology for Rapid Noninvasive
Diagnosis of Skin Cancer, Cancer Detection & Diagnostics Technologies for
Global Health Conference, NIH campus, Bethesda, MD, USA, August 22 - 23rd,
2011.
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- Lin Li, DDIT - A Tool for DICOM Brain Images De-identification,
the 5th International Conference on Bioinformatics and Biomedical Engineering
(ICBBE), Wuhan, China, May 10 - 12nd, 2011.
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- Lin Li, Detection of Mild Cognitive Impairment using Image
Differences and Clinical Features, the 10th IEEE International Conference on
Bioinformatics and Bioengineering (BIBE 2010), Thomas Jefferson University,
Philadelphia, PA, USA, May 31 - June 3rd, 2010.
