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Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms
Wang, Shurun, Tang, Hao, Himeno, Ryutaro, Solé-Casals, Jordi, Caiafa, Cesar F., Han, Shuning, Aoki, Shigeki, Sun, Zhe
Published in Computer methods and programs in biomedicine (01.12.2024)
Published in Computer methods and programs in biomedicine (01.12.2024)
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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
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
NSCGCN: A novel deep GCN model to diagnosis COVID-19
Tang, Chaosheng, Hu, Chaochao, Sun, Junding, Wang, Shui-Hua, Zhang, Yu-Dong
Published in Computers in biology and medicine (01.11.2022)
Published in Computers in biology and medicine (01.11.2022)
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Journal Article
A graph-based algorithm for estimating clonal haplotypes of tumor sample from sequencing data
Wang, Yixuan, Zhang, Xuanping, Ding, Shuai, Geng, Yu, Liu, Jianye, Zhao, Zhongmeng, Zhang, Rong, Xiao, Xiao, Wang, Jiayin
Published in BMC medical genomics (31.01.2019)
Published in BMC medical genomics (31.01.2019)
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Journal Article
Topological GCN Guided Improved Conformer for Detection of Hip Landmarks From Ultrasound Images
Huang, Tianxiang, Shi, Jing, Jin, Ge, Li, Juncheng, Wang, Jun, Wang, Qian, Du, Jun, Shi, Jun
Published in IEEE journal of biomedical and health informatics (01.09.2025)
Published in IEEE journal of biomedical and health informatics (01.09.2025)
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Journal Article
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
Graph fusion prediction of autism based on attentional mechanisms
Cheng, Yu, Liu, Lin, Gu, Xiaoai, Lu, Zhonghao, Xia, Yujing, Chen, Juan, Tang, Lin
Published in Journal of biomedical informatics (01.10.2023)
Published in Journal of biomedical informatics (01.10.2023)
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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
Self-Explainable Graph Neural Network for Alzheimer Disease and Related Dementias Risk Prediction: Algorithm Development and Validation Study
Hu, Xinyue, Sun, Zenan, Nian, Yi, Wang, Yichen, Dang, Yifang, Li, Fang, Feng, Jingna, Yu, Evan, Tao, Cui
Published in JMIR aging (08.07.2024)
Published in JMIR aging (08.07.2024)
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Journal Article
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort
Kalia, Sumeet, Saarela, Olli, Chen, Tao, O'Neill, Braden, Meaney, Christopher, Gronsbell, Jessica, Sejdic, Ervin, Escobar, Michael, Aliarzadeh, Babak, Moineddin, Rahim, Pow, Conrad, Sullivan, Frank, Greiver, Michelle
Published in IEEE journal of biomedical and health informatics (01.08.2022)
Published in IEEE journal of biomedical and health informatics (01.08.2022)
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Journal Article
Machine learning algorithms for outcome prediction in (chemo)radiotherapy: An empirical comparison of classifiers
Deist, Timo M., Dankers, Frank J. W. M., Valdes, Gilmer, Wijsman, Robin, Hsu, I‐Chow, Oberije, Cary, Lustberg, Tim, Soest, Johan, Hoebers, Frank, Jochems, Arthur, El Naqa, Issam, Wee, Leonard, Morin, Olivier, Raleigh, David R., Bots, Wouter, Kaanders, Johannes H., Belderbos, José, Kwint, Margriet, Solberg, Timothy, Monshouwer, René, Bussink, Johan, Dekker, Andre, Lambin, Philippe
Published in Medical physics (Lancaster) (01.07.2018)
Published in Medical physics (Lancaster) (01.07.2018)
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Journal Article
Robust and efficient identification of biomarkers by classifying features on graphs
Hwang, TaeHyun, Sicotte, Hugues, Tian, Ze, Wu, Baolin, Kocher, Jean-Pierre, Wigle, Dennis A., Kumar, Vipin, Kuang, Rui
Published in Bioinformatics (15.09.2008)
Published in Bioinformatics (15.09.2008)
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Journal Article
ARDSFlag: an NLP/machine learning algorithm to visualize and detect high-probability ARDS admissions independent of provider recognition and billing codes
Gandomi, Amir, Wu, Phil, Clement, Daniel R, Xing, Jinyan, Aviv, Rachel, Federbush, Matthew, Yuan, Zhiyong, Jing, Yajun, Wei, Guangyao, Hajizadeh, Negin
Published in BMC medical informatics and decision making (16.07.2024)
Published in BMC medical informatics and decision making (16.07.2024)
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Journal Article
Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data
Shao, Wei, Luo, Xiao, Zhang, Zuoyi, Han, Zhi, Chandrasekaran, Vasu, Turzhitsky, Vladimir, Bali, Vishal, Roberts, Anna R., Metzger, Megan, Baker, Jarod, La Rosa, Carmen, Weaver, Jessica, Dexter, Paul, Huang, Kun
Published in BMC bioinformatics (19.04.2022)
Published in BMC bioinformatics (19.04.2022)
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Journal Article