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Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Alexander, Nonie, Alexander, Daniel C., Barkhof, Frederik, Denaxas, Spiros
Published in BMC medical informatics and decision making (08.12.2021)
Published in BMC medical informatics and decision making (08.12.2021)
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Journal Article
Detection of Alzheimer’s disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images
Suresha, Halebeedu Subbaraya, Parthasarathy, Srirangapatna Sampathkumaran
Published in Distributed and parallel databases : an international journal (01.12.2022)
Published in Distributed and parallel databases : an international journal (01.12.2022)
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Journal Article
Robust PVC Identification by Fusing Expert System and Deep Learning
Cai, Zhipeng, Wang, Tiantian, Shen, Yumin, Xing, Yantao, Yan, Ruqiang, Li, Jianqing, Liu, Chengyu
Published in Biosensors (Basel) (22.03.2022)
Published in Biosensors (Basel) (22.03.2022)
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Journal Article
Deep Clustering for Epileptic Seizure Detection
Abdallah, Tala, Jrad, Nisrine, El Hajjar, Sally, Abdallah, Fahed, Humeau-Heurtier, Anne, El Howayek, Eliane, Van Bogaert, Patrick
Published in IEEE transactions on biomedical engineering (01.02.2025)
Published in IEEE transactions on biomedical engineering (01.02.2025)
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Journal Article
Advanced Machine Learning Applications in Big Data Analytics
Year of Publication 2023
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eBook
Deep long short-term memory networks for nonlinear structural seismic response prediction
Zhang, Ruiyang, Chen, Zhao, Chen, Su, Zheng, Jingwei, Büyüköztürk, Oral, Sun, Hao
Published in Computers & structures (01.08.2019)
Published in Computers & structures (01.08.2019)
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Journal Article
Memory-Efficient Adaptive Test Pattern Reordering for Accurate Diagnosis
Fang, Chenlei, Huang, Qicheng, Blanton, R. D. Shawn
Published in Proceedings - IEEE VLSI Test Symposium (25.04.2021)
Published in Proceedings - IEEE VLSI Test Symposium (25.04.2021)
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Conference Proceeding
Improving BIRCH hierarchical clustering algorithms for enhanced partitioning of medical data
Alshrouf, Faiz, Masadeh, Shadi, Al-Fraihat, Dimah, Al-Nsoor, Raed
Published in Cluster computing (01.10.2025)
Published in Cluster computing (01.10.2025)
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Journal Article
Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index
de Carvalho Filho, Antonio Oseas, de Sampaio, Wener Borges, Silva, Aristófanes Corrêa, de Paiva, Anselmo Cardoso, Nunes, Rodolfo Acatauassú, Gattass, Marcelo
Published in Artificial intelligence in medicine (01.03.2014)
Published in Artificial intelligence in medicine (01.03.2014)
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Journal Article
Big data analytics in bioinformatics: architectures, techniques, tools and issues
Kashyap, Hirak, Ahmed, Hasin Afzal, Hoque, Nazrul, Roy, Swarup, Bhattacharyya, Dhruba Kumar
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2016)
Published in Network modeling and analysis in health informatics and bioinformatics (Wien) (01.12.2016)
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Journal Article
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears
Kassim, Yasmin M., Palaniappan, Kannappan, Yang, Feng, Poostchi, Mahdieh, Palaniappan, Nila, Maude, Richard J, Antani, Sameer, Jaeger, Stefan
Published in IEEE journal of biomedical and health informatics (01.05.2021)
Published in IEEE journal of biomedical and health informatics (01.05.2021)
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Journal Article