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Use of Machine Learning Algorithms Based on Text, Audio, and Video Data in the Prediction of Anxiety and Posttraumatic Stress in General and Clinical Populations: A Systematic Review

by Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Published in Biological psychiatry (1969) (01.10.2024)

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Deep self-supervised machine learning algorithms with a novel feature elimination and selection approaches for blood test-based multi-dimensional health risks classification

by Tutsoy, Onder, Koç, Gizem Gul
Published in BMC bioinformatics (08.03.2024)

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Online recognition of peanut leaf diseases based on the data balance algorithm and deep transfer learning

by Feng, Qiang, Xu, Pengfei, Ma, Dexin, Lan, Guangze, Wang, Fangyan, Wang, Dongwei, Yun, Yuliang
Published in Precision agriculture (01.04.2023)

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Self-supervised representation learning anomaly detection methodology based on boosting algorithms enhanced by data augmentation using StyleGAN for manufacturing imbalanced data

by Kim, Yoonseok, Lee, Taeheon, Hyun, Youngjoo, Coatanea, Eric, Mika, Siren, Mo, Jeonghoon, Yoo, YoungJun
Published in Computers in industry (01.12.2023)

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Henry Gas Solubility Optimization Algorithm based Feature Extraction in Dermoscopic Images Analysis of Skin Cancer

by Obayya, Marwa, Alhebri, Adeeb, Maashi, Mashael, S. Salama, Ahmed, Mustafa Hilal, Anwer, Alsaid, Mohamed Ibrahim, Osman, Azza Elneil, Alneil, Amani A.
Published in Cancers (04.04.2023)

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A simple data augmentation algorithm and a self-adaptive convolutional architecture for few-shot fault diagnosis under different working conditions

by Hu, Tianhao, Tang, Tang, Lin, Ronglai, Chen, Ming, Han, Shufa, Wu, Jie
Published in Measurement : journal of the International Measurement Confederation (01.05.2020)

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Self-paced learning and privileged information based KRR classification algorithm for diagnosis of Parkinson’s disease

by Peng, Bo, Gong, Zhenjia, Zhang, Yu, Shen, Bo, Pang, Chunying, Zhang, Li, Dai, Yakang
Published in Neuroscience letters (01.01.2022)

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A hybrid optimization and machine learning based energy-efficient clustering algorithm with self-diagnosis data fault detection and prediction for WSN-IoT application

by Nathiya, N., Rajan, C., Geetha, K.
Published in Peer-to-peer networking and applications (01.04.2025)

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Health Prognosis for Equipment Based on ACO-K-Means and MCS-SVM under Small Sample Noise Unbalanced Data

Published in Tehnički vjesnik (01.01.2024)

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Using machine learning-based algorithms to construct cardiovascular risk prediction models for Taiwanese adults based on traditional and novel risk factors

by Cheng, Chien-Hsiang, Lee, Bor-Jen, Nfor, Oswald Ndi, Hsiao, Chih-Hsuan, Huang, Yi-Chia, Liaw, Yung-Po
Published in BMC medical informatics and decision making (22.07.2024)

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Machine Learning Based Healthcare System for Investigating the Association Between Depression and Quality of Life

by Habib, Masood, Wang, Zhelong, Qiu, Sen, Zhao, Hongyu, Murthy, Aparna S.
Published in IEEE journal of biomedical and health informatics (01.05.2022)

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Effect of Different Nursing Interventions on Discharged Patients with Cardiac Valve Replacement Evaluated by Deep Learning Algorithm-Based MRI Information

by Zhang, Jing, Zhou, Qiong
Published in Contrast media and molecular imaging (2022)

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A fine-grained image classification algorithm based on self-supervised learning and multi-feature fusion of blood cells

by Jia, Nan, Guo, Jingxia, Li, Yan, Tang, Siyuan, Xu, Li, Liu, Liang, Xing, Junfeng
Published in Scientific reports (03.10.2024)

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Real-time counting of wheezing events from lung sounds using deep learning algorithms: Implications for disease prediction and early intervention

by Im, Sunghoon, Kim, Taewi, Min, Choongki, Kang, Sanghun, Roh, Yeonwook, Kim, Changhwan, Kim, Minho, Kim, Seung Hyun, Shim, KyungMin, Koh, Je-sung, Han, Seungyong, Lee, JaeWang, Kim, Dohyeong, Kang, Daeshik, Seo, SungChul
Published in PloS one (20.11.2023)

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Research on a Multi-Dimensional Information Fusion Mechanical Wear Fault-Diagnosis Algorithm Based on Data Regeneration

by Zhou, Qifan, Chai, Bosong, Ran, Kunwen, Guo, Yingqing, Zhou, Shan, Wu, Wangyu, Wang, Kun, Ni, Yao
Published in Sensors (Basel, Switzerland) (15.06.2025)

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Machine learning algorithms as new screening approach for patients with endometriosis

by Bendifallah, Sofiane, Puchar, Anne, Suisse, Stéphane, Delbos, Léa, Poilblanc, Mathieu, Descamps, Philippe, Golfier, Francois, Touboul, Cyril, Dabi, Yohann, Daraï, Emile
Published in Scientific reports (12.01.2022)

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Diagnosing Suicidal Ideation from Resting State EEG Data Using a Machine Learning Algorithm

by Sanchez, Mary Margarette, Ravan, Maryam, Hasey, Gary, Reilly, James, Minuzzi, Luciano
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)

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Conference Proceeding

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A novel image deep learning–based sub-centimeter pulmonary nodule management algorithm to expedite resection of the malignant and avoid over-diagnosis of the benign

by Yang, Xiongwen, Chu, Xiang-Peng, Huang, Shaohong, Xiao, Yi, Li, Dantong, Su, Xiaoyang, Qi, Yi-fan, Qiu, Zhen-bin, Wang, Yanqing, Tang, Wen-Fang, Wu, Yi-Long, Zhu, Qikui, Liang, Huiying, Zhong, Wen-Zhao
Published in European radiology (01.03.2024)

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A Cell Outage Management Framework for Dense Heterogeneous Networks

by Onireti, Oluwakayode, Zoha, Ahmed, Moysen, Jessica, Imran, Ali, Giupponi, Lorenza, Ali Imran, Muhammad, Abu-Dayya, Adnan
Published in IEEE transactions on vehicular technology (01.04.2016)

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Identification of different manifestations of nonlinear stick–slip phenomena during creep groan braking noise by using the unsupervised learning algorithms k-means and self-organizing map

by Prezelj, Jurij, Murovec, Jure, Huemer-Kals, Severin, Häsler, Karl, Fischer, Peter
Published in Mechanical systems and signal processing (01.03.2022)

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