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Application of unsupervised deep learning algorithms for identification of specific clusters of chronic cough patients from EMR data

by 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)

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Journal Article

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Survival Risk Prediction of Esophageal Cancer Based on the Kohonen Network Clustering Algorithm and Kernel Extreme Learning Machine

by Wang, Yanfeng, Wang, Haohao, Li, Sanyi, Wang, Lidong
Published in Mathematics (Basel) (01.05.2022)

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Embedded vision equipment of industrial robot for inline detection of product errors by clustering–classification algorithms

by Zidek, Kamil, Maxim, Vladislav, Pitel, Jan, Hosovsky, Alexander
Published in International journal of advanced robotic systems (11.10.2016)

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Journal Article

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The Mri Knee Pain Classification Using Cnn Algorithm And Segmentation Using Clustering Algorithm

by Bellary, Mohammed Zakir, Fameeza, Fathimath, Musthafa, B Aziz
Published in Turkish journal of computer and mathematics education (01.01.2021)

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Machine learning algorithms for predicting determinants of COVID-19 mortality in South Africa

by Chimbunde, Emmanuel, Sigwadhi, Lovemore N., Tamuzi, Jacques L., Okango, Elphas L., Daramola, Olawande, Ngah, Veranyuy D., Nyasulu, Peter S.
Published in Frontiers in artificial intelligence (10.10.2023)

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Quantification Analysis of Sleep Based on Smartwatch Sensors for Parkinson’s Disease

by Ko, Yi-Feng, Kuo, Pei-Hsin, Wang, Ching-Fu, Chen, Yu-Jen, Chuang, Pei-Chi, Li, Shih-Zhang, Chen, Bo-Wei, Yang, Fu-Chi, Lo, Yu-Chun, Yang, Yi, Ro, Shuan-Chu Vina, Jaw, Fu-Shan, Lin, Sheng-Huang, Chen, You-Yin
Published in Biosensors (Basel) (27.01.2022)

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Automated Knowledge Extraction of Liver Cysts From CT Images Using Modified Whale Optimization and Fuzzy C Means Clustering Algorithm

Published in International journal of information system modeling and design (01.01.2022)

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Integrating additional factors into the TNM staging for cutaneous melanoma by machine learning

by Yang, Charles Q., Wang, Huan, Liu, Zhenqiu, Hueman, Matthew T., Bhaskaran, Aadya, Henson, Donald E., Sheng, Li, Chen, Dechang
Published in PloS one (30.09.2021)

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An Automatic R and T Peak Detection Method Based on the Combination of Hierarchical Clustering and Discrete Wavelet Transform

by Chen, Hanjie, Maharatna, Koushik
Published in IEEE journal of biomedical and health informatics (01.10.2020)

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Efficient early prediction and diagnosis of diseases using machine learning algorithms for IoMT data

by Elbasi, Ersin, Zreikat, Aymen I.
Published in 2021 IEEE World AI IoT Congress (AIIoT) (10.05.2021)

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Conference Proceeding

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Power Quality Analysis Using a Hybrid Model of the Fuzzy Min-Max Neural Network and Clustering Tree

by Seera, Manjeevan, Chee Peng Lim, Chu Kiong Loo, Singh, Harapajan
Published in IEEE transaction on neural networks and learning systems (01.12.2016)

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Journal Article

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A Breast Cancer Diagnosis Method Based on VIM Feature Selection and Hierarchical Clustering Random Forest Algorithm

by Huang, Zexian, Chen, Daqi
Published in IEEE access (2022)

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Journal Article

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Hybrid Fuzzy Cluster Ensemble Framework for Tumor Clustering from Biomolecular Data

by Yu, Zhiwen, Chen, Hantao, You, Jane, Han, Guoqiang, Li, Le
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.05.2013)

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Journal Article

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Machine Learning Classification Algorithms for Accurate Breast Cancer Diagnosis

by Alzboon, Mowafaq Salem, Qawasmeh, Sami, Alqaraleh, Muhyeeddin, Abuashour, Ahmad, Bader, Ahmad Fuad, Al-Batah, Mohammad
Published in 2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA) (10.10.2023)

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Conference Proceeding

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FedPC: An Efficient Prototype-Based Clustered Federated Learning on Medical Imaging

by Gao, Tianrun, Liu, Keyan, Yang, Yuning, Liu, Xiaohong, Zhang, Ping, Wang, Guangyu
Published in IEEE journal of biomedical and health informatics (01.10.2025)

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Journal Article

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On an ensemble algorithm for clustering cancer patient data

by Qi, Ran, Wu, Dengyuan, Sheng, Li, Henson, Donald, Schwartz, Arnold, Xu, Eric, Xing, Kai, Chen, Dechang
Published in BMC systems biology (23.10.2013)

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Journal Article

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A Fault Diagnosis Method for Oil Well Electrical Power Diagrams Based on Multidimensional Clustering Performance Evaluation

by Liu, Xingyu, Meng, Xin, Hu, Ze, Duan, Hancong, Wang, Min, Chen, Yaping
Published in Sensors (Basel, Switzerland) (08.03.2025)

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Journal Article

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Big data based analytic model to predict and classify breast cancer using improved fractional rough fuzzy K‐means clustering and labeled ensemble classifier algorithm

by K, Srikanth, Zahoor Ul Huq, S., Siva Kumar, A. P.
Published in Concurrency and computation (01.05.2022)

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Journal Article

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A novel classification via clustering algorithm for fibrosis assessment in liver biopsies

by Tsouros, Dimosthenis C., Smyrlis, Panagiotis N., Tsalikakis, Dimitrios G., Giannakeas, Nikolaos, Tzallas, Alexandros T., Manousou, Pinelopi, Tsipouras, Markos G.
Published in Health and technology (01.05.2020)

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Journal Article

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Edge-Computing-Enabled Unmanned Module Defect Detection and Diagnosis System for Large-Scale Photovoltaic Plants

by Li, Xiaoxia, Li, Wei, Yang, Qiang, Yan, Wenjun, Zomaya, Albert Y.
Published in IEEE internet of things journal (01.10.2020)

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