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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
Automated EEG Analysis for Early Diagnosis of Epilepsy: A Comparative Study to Determine Relative Accuracy of Arithmetic and Huffman Coding Algorithms
Kumar, Anisha, Singh, Pratishtha, Khawas, Rajlakshmi, Moyya, Priscilla Dinkar, Asaithambi, Mythili
Published in 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII) (25.03.2021)
Published in 2021 Seventh International conference on Bio Signals, Images, and Instrumentation (ICBSII) (25.03.2021)
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Conference Proceeding
Machine learning algorithm for early detection of end-stage renal disease
Segal, Zvi, Kalifa, Dan, Radinsky, Kira, Ehrenberg, Bar, Elad, Guy, Maor, Gal, Lewis, Maor, Tibi, Muhammad, Korn, Liat, Koren, Gideon
Published in BMC nephrology (27.11.2020)
Published in BMC nephrology (27.11.2020)
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Journal Article
JLAN: medical code prediction via joint learning attention networks and denoising mechanism
Li, Xingwang, Zhang, Yijia, Islam, Faiz ul, Dong, Deshi, Wei, Hao, Lu, Mingyu
Published in BMC bioinformatics (13.12.2021)
Published in BMC bioinformatics (13.12.2021)
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Journal Article
Group-Based Active Query Selection for Rapid Diagnosis in Time-Critical Situations
Bellala, Gowtham, Bhavnani, S. K., Scott, C.
Published in IEEE transactions on information theory (01.01.2012)
Published in IEEE transactions on information theory (01.01.2012)
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Journal Article
Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method
Chattopadhyay, Soumitri, Kundu, Rohit, Singh, Pawan Kumar, Mirjalili, Seyedali, Sarkar, Ram
Published in International journal of intelligent systems (01.07.2022)
Published in International journal of intelligent systems (01.07.2022)
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Journal Article
Can we screen for pancreatic cancer? Identifying a sub-population of patients at high risk of subsequent diagnosis using machine learning techniques applied to primary care data
Malhotra, Ananya, Rachet, Bernard, Bonaventure, Audrey, Pereira, Stephen P., Woods, Laura M.
Published in PloS one (02.06.2021)
Published in PloS one (02.06.2021)
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Journal Article
A Two-Level Computation Model Based on Deep Learning Algorithm for Identification of piRNA and Their Functions via Chou’s 5-Steps Rule
Khan, Salman, Khan, Mukhtaj, Iqbal, Nadeem, Hussain, Tahir, Khan, Sher Afzal, Chou, Kuo-Chen
Published in International journal of peptide research and therapeutics (01.06.2020)
Published in International journal of peptide research and therapeutics (01.06.2020)
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Journal Article
Underestimated prevalence of heart failure in hospital inpatients: a comparison of ICD codes and discharge letter information
Kaspar, Mathias, Fette, Georg, Güder, Gülmisal, Seidlmayer, Lea, Ertl, Maximilian, Dietrich, Georg, Greger, Helmut, Puppe, Frank, Störk, Stefan
Published in Clinical research in cardiology (01.09.2018)
Published in Clinical research in cardiology (01.09.2018)
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Journal Article
Evaluating a Natural Language Processing–Driven, AI-Assisted International Classification of Diseases, 10th Revision, Clinical Modification, Coding System for Diagnosis Related Groups in a Real Hospital Environment: Algorithm Development and Validation Study
Dai, Hong-Jie, Wang, Chen-Kai, Chen, Chien-Chang, Liou, Chong-Sin, Lu, An-Tai, Lai, Chia-Hsin, Shain, Bo-Tsz, Ke, Cheng-Rong, Wang, William Yu Chung, Mir, Tatheer Hussain, Simanjuntak, Mutiara, Kao, Hao-Yun, Tsai, Ming-Ju, Tseng, Vincent S
Published in Journal of medical Internet research (20.09.2024)
Published in Journal of medical Internet research (20.09.2024)
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Journal Article
Retinal vein occlusion risk prediction without fundus examination using a no-code machine learning tool for tabular data: a nationwide cross-sectional study from South Korea
Yu, Na Hyeon, Shin, Daeun, Ryu, Ik Hee, Yoo, Tae Keun, Koh, Kyungmin
Published in BMC medical informatics and decision making (07.03.2025)
Published in BMC medical informatics and decision making (07.03.2025)
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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
Automated ICD coding for primary diagnosis via clinically interpretable machine learning
Diao, Xiaolin, Huo, Yanni, Zhao, Shuai, Yuan, Jing, Cui, Meng, Wang, Yuxin, Lian, Xiaodan, Zhao, Wei
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2021)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2021)
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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
Large language models vs human for classifying clinical documents
Mustafa, Akram, Naseem, Usman, Rahimi Azghadi, Mostafa
Published in International journal of medical informatics (Shannon, Ireland) (01.03.2025)
Published in International journal of medical informatics (Shannon, Ireland) (01.03.2025)
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Journal Article
Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach
Ward, Patrick J., Rock, Peter J., Slavova, Svetla, Young, April M., Bunn, Terry L., Kavuluru, Ramakanth
Published in PloS one (16.10.2019)
Published in PloS one (16.10.2019)
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Journal Article