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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
Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
Nagendran, Myura, Chen, Yang, Lovejoy, Christopher A, Gordon, Anthony C, Komorowski, Matthieu, Harvey, Hugh, Topol, Eric J, Ioannidis, John P A, Collins, Gary S, Maruthappu, Mahiben
Published in BMJ (Online) (25.03.2020)
Published in BMJ (Online) (25.03.2020)
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Journal Article
Golay Code classifier approach for medical diagnosis
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Conference Proceeding
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
DeepCervix: A deep learning-based framework for the classification of cervical cells using hybrid deep feature fusion techniques
Rahaman, Md Mamunur, Li, Chen, Yao, Yudong, Kulwa, Frank, Wu, Xiangchen, Li, Xiaoyan, Wang, Qian
Published in Computers in biology and medicine (01.09.2021)
Published in Computers in biology and medicine (01.09.2021)
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Journal Article
Medical image diagnosis based on adaptive Hybrid Quantum CNN
Ajlouni, Naim, Özyavaş, Adem, Takaoğlu, Mustafa, Takaoğlu, Faruk, Ajlouni, Firas
Published in BMC medical imaging (14.09.2023)
Published in BMC medical imaging (14.09.2023)
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Journal Article
Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
Thottakkara, Paul, Ozrazgat-Baslanti, Tezcan, Hupf, Bradley B., Rashidi, Parisa, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Published in PloS one (27.05.2016)
Published in PloS one (27.05.2016)
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Journal Article
Convolutional neural network models for cancer type prediction based on gene expression
Mostavi, Milad, Chiu, Yu-Chiao, Huang, Yufei, Chen, Yidong
Published in BMC medical genomics (03.04.2020)
Published in BMC medical genomics (03.04.2020)
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Journal Article
Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches
Ford, Elizabeth, Rooney, Philip, Oliver, Seb, Hoile, Richard, Hurley, Peter, Banerjee, Sube, van Marwijk, Harm, Cassell, Jackie
Published in BMC medical informatics and decision making (02.12.2019)
Published in BMC medical informatics and decision making (02.12.2019)
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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
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
PDKit: A data science toolkit for the digital assessment of Parkinson’s Disease
Stamate, Cosmin, Saez Pons, Joan, Weston, David, Roussos, George
Published in PLoS computational biology (12.03.2021)
Published in PLoS computational biology (12.03.2021)
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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
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data
Chen, Zhen, Yang, Chen, Zhu, Meilu, Peng, Zhe, Yuan, Yixuan
Published in IEEE transactions on medical imaging (01.12.2022)
Published in IEEE transactions on medical imaging (01.12.2022)
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Journal Article