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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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Flexible Job Shop Dynamic Scheduling and Fault Maintenance Personnel Cooperative Scheduling Optimization Based on the ACODDQN Algorithm

by Lu, Jiansha, Zhang, Jiarui, Cao, Jun, Xu, Xuesong, Shao, Yiping, Cheng, Zhenbo
Published in Mathematics (Basel) (01.03.2025)

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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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Diabetic Retinopathy Detection Using Genetic Algorithm-Based CNN Features and Error Correction Output Code SVM Framework Classification Model

by Ullah, Najib, Mohmand, Muhammad Ismail, Ullah, Kifayat, Gismalla, Mohammed S. M., Ali, Liaqat, Khan, Shafqat Ullah, Ullah, Niamat
Published in Wireless communications and mobile computing (2022)

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A Novel IoT-Enabled Healthcare Monitoring Framework and Improved Grey Wolf Optimization Algorithm-Based Deep Convolution Neural Network Model for Early Diagnosis of Lung Cancer

by Irshad, Reyazur Rashid, Hussain, Shahid, Sohail, Shahab Saquib, Zamani, Abu Sarwar, Madsen, Dag Øivind, Alattab, Ahmed Abdu, Ahmed, Abdallah Ahmed Alzupair, Norain, Khalid Ahmed Abdallah, Alsaiari, Omar Ali Saleh
Published in Sensors (Basel, Switzerland) (01.03.2023)

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Remote early detection of SARS-CoV-2 infections using a wearable-based algorithm: Results from the COVID-RED study, a prospective randomised single-blinded crossover trial

by Zwiers, Laura C., Brakenhoff, Timo B., Goodale, Brianna M., Veen, Duco, Downward, George S., Kovacevic, Vladimir, Markovic, Andjela, Mitratza, Marianna, van Willigen, Marcel, Franks, Billy, van de Wijgert, Janneke, Montes, Santiago, Korkmaz, Serkan, Kjellberg, Jakob, Risch, Lorenz, Conen, David, Risch, Martin, Grossman, Kirsten, Weideli, Ornella C., Rispens, Theo, Bouwman, Jon, Folarin, Amos A., Bai, Xi, Dobson, Richard, Cronin, Maureen, Grobbee, Diederick E.
Published in PloS one (05.06.2025)

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Fault Diagnosis Algorithm of Gearbox Based on NAPSO-VMD Self-Adaptive Noise Reduction and Dual-Sensor Feature Fusion

by Liu, Yangshuo, Kang, Jianshe, Guo, Chiming, Bai, Yunjie, Meng, Shuo
Published in Wireless communications and mobile computing (2022)

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Wireless Sensor Network Fault Sensor Recognition Algorithm Based on MM Diagnostic Model

by Gui, Weixia, Lu, Qian, Su, Meili, Pan, Fulai
Published in IEEE access (2020)

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A Plain Bayesian Algorithm-Based Method for Predicting the Mental Health Status and Biomedical Diagnosis of University Students

by Wang, Jiao
Published in Computational intelligence and neuroscience (28.08.2022)

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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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TSSA-Based Multifault Diagnosis Algorithm for Microgrid Inverter

by Huang, Zhanjun, Zhang, An, Shao, Weiheng, Hu, Kang, Xie, Jun
Published in IEEE transactions on industrial informatics (01.02.2025)

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Pupil Detection Algorithm Based on ViM

by Zhang, Yu, Wang, Changyuan, Wang, Pengbo, Xue, Pengxiang
Published in Sensors (Basel, Switzerland) (26.06.2025)

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Multi-level feature encoding algorithm based on FBPSI for heart sound classification

by Fang, Yu, Leng, Hongxia, Wang, Weibo, Liu, Dongbo
Published in Scientific reports (25.11.2024)

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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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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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Generalization of a Deep Learning Model for Continuous Glucose Monitoring–Based Hypoglycemia Prediction: Algorithm Development and Validation Study

by Shao, Jian, Pan, Ying, Kou, Wei-Bin, Feng, Huyi, Zhao, Yu, Zhou, Kaixin, Zhong, Shao
Published in JMIR medical informatics (24.05.2024)

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DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia?

by Ros, Frédéric, Riad, Rabia
Published in Knowledge-based systems (19.07.2024)

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Automated laryngeal mass detection algorithm for home-based self-screening test based on convolutional neural network

by Kim, Gun Ho, Sung, Eui-Suk, Nam, Kyoung Won
Published in Biomedical engineering online (25.05.2021)

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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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Predicting antigenic peptides using a multi-level pooling-based transformer model with enhanced Kolaskar & Tongaonkar's algorithm for feature selection

by S, Ashwini, R.I, Minu, M, Jeevan Kumar
Published in Computational biology and chemistry (01.02.2026)

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