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Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding
Sen Wang, Xiaojun Chang, Xue Li, Guodong Long, Lina Yao, Sheng, Quan Z.
Published in IEEE transactions on knowledge and data engineering (01.12.2016)
Published in IEEE transactions on knowledge and data engineering (01.12.2016)
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Journal Article
Clustering Demographics and Sequences of Diagnosis Codes
Zhong, Haodi, Loukides, Grigorios, Pissis, Solon P.
Published in IEEE journal of biomedical and health informatics (01.05.2022)
Published in IEEE journal of biomedical and health informatics (01.05.2022)
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Journal Article
Mixed-GGNAS: Mixed Search-space NAS based on genetic algorithm combined with gradient descent for medical image segmentation
Hu, Mengxiang, Li, Junchi, Dong, Yongquan, Zhang, Zichen, Liu, Weifan, Zhang, Peilin, Ping, Yuchao, Jiang, Le, Yu, Zekuan
Published in Expert systems with applications (15.09.2025)
Published in Expert systems with applications (15.09.2025)
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Journal Article
MSAFF: Multi-Way Soft Attention Fusion Framework With the Large Foundation Models for the Diagnosis of Alzheimer's Disease
Bi, Xia-An, Shen, Wenzhuo, Shan, Yinglu, Chen, Dayou, Xu, Luyun, Chen, Ke, Liu, Zhonghua
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
Published in IEEE transaction on neural networks and learning systems (01.10.2025)
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Journal Article
Extracting Diagnoses and Investigation Results from Unstructured Text in Electronic Health Records by Semi-Supervised Machine Learning
Wang, Zhuoran, Shah, Anoop D., Tate, A. Rosemary, Denaxas, Spiros, Shawe-Taylor, John, Hemingway, Harry
Published in PloS one (19.01.2012)
Published in PloS one (19.01.2012)
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Journal Article
Extracting information from the text of electronic medical records to improve case detection: a systematic review
Ford, Elizabeth, Carroll, John A, Smith, Helen E, Scott, Donia, Cassell, Jackie A
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
Published in Journal of the American Medical Informatics Association : JAMIA (01.09.2016)
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Journal Article
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa
Cassim, Naseem, Mapundu, Michael, Olago, Victor, Celik, Turgay, George, Jaya Anna, Glencross, Deborah Kim
Published in BMC medical informatics and decision making (25.11.2021)
Published in BMC medical informatics and decision making (25.11.2021)
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Journal Article
Artificial Intelligence Learning Semantics via External Resources for Classifying Diagnosis Codes in Discharge Notes
Lin, Chin, Hsu, Chia-Jung, Lou, Yu-Sheng, Yeh, Shih-Jen, Lee, Chia-Cheng, Su, Sui-Lung, Chen, Hsiang-Cheng
Published in Journal of medical Internet research (06.11.2017)
Published in Journal of medical Internet research (06.11.2017)
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Journal Article
Power transformers fault diagnosis based on a meta-learning approach to kernel extreme learning machine with opposition-based learning sparrow search algorithm
Song, Yu, Tan, Weimin, Zhang, Chengming, Tang, Chao, Cai, Lihong, Hu, Dong
Published in Journal of intelligent & fuzzy systems (01.01.2023)
Published in Journal of intelligent & fuzzy systems (01.01.2023)
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Journal Article
Enhancing Neurodegenerative Disease Diagnosis Through Confidence-Driven Dynamic Spatio-Temporal Convolutional Network
Yuan, Ning, Guan, Donghai, Li, Shengrong, Zhang, Li, Zhu, Qi
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2025)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2025)
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Journal Article
Characterizing the limitations of using diagnosis codes in the context of machine learning for healthcare
Guo, Lin Lawrence, Morse, Keith E., Aftandilian, Catherine, Steinberg, Ethan, Fries, Jason, Posada, Jose, Fleming, Scott Lanyon, Lemmon, Joshua, Jessa, Karim, Shah, Nigam, Sung, Lillian
Published in BMC medical informatics and decision making (14.02.2024)
Published in BMC medical informatics and decision making (14.02.2024)
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Journal Article
Development of electronic health record based algorithms to identify individuals with diabetic retinopathy
Breeyear, Joseph H, Mitchell, Sabrina L, Nealon, Cari L, Hellwege, Jacklyn N, Charest, Brian, Khakharia, Anjali, Halladay, Christopher W, Yang, Janine, Garriga, Gustavo A, Wilson, Otis D, Basnet, Til B, Hung, Adriana M, Reaven, Peter D, Meigs, James B, Rhee, Mary K, Sun, Yang, Lynch, Mary G, Sobrin, Lucia, Brantley, Milam A, Sun, Yan V, Wilson, Peter W, Iyengar, Sudha K, Peachey, Neal S, Phillips, Lawrence S, Edwards, Todd L, Giri, Ayush
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2024)
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Journal Article
Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder
Lingren, Todd, Chen, Pei, Bochenek, Joseph, Doshi-Velez, Finale, Manning-Courtney, Patty, Bickel, Julie, Wildenger Welchons, Leah, Reinhold, Judy, Bing, Nicole, Ni, Yizhao, Barbaresi, William, Mentch, Frank, Basford, Melissa, Denny, Joshua, Vazquez, Lyam, Perry, Cassandra, Namjou, Bahram, Qiu, Haijun, Connolly, John, Abrams, Debra, Holm, Ingrid A., Cobb, Beth A., Lingren, Nataline, Solti, Imre, Hakonarson, Hakon, Kohane, Isaac S., Harley, John, Savova, Guergana
Published in PloS one (29.07.2016)
Published in PloS one (29.07.2016)
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Journal Article
scHaplotyper: haplotype construction and visualization for genetic diagnosis using single cell DNA sequencing data
Yan, Zhiqiang, Zhu, Xiaohui, Wang, Yuqian, Nie, Yanli, Guan, Shuo, Kuo, Ying, Chang, Di, Li, Rong, Qiao, Jie, Yan, Liying
Published in BMC bioinformatics (01.02.2020)
Published in BMC bioinformatics (01.02.2020)
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Journal Article