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Role of biological Data Mining and Machine Learning Techniques in Detecting and Diagnosing the Novel Coronavirus (COVID-19): A Systematic Review

by Albahri, A. S., Hamid, Rula A., Alwan, Jwan k., Al-qays, Z.T., Zaidan, A. A., Zaidan, B. B., Albahri, A O. S., AlAmoodi, A. H., Khlaf, Jamal Mawlood, Almahdi, E. M., Thabet, Eman, Hadi, Suha M., Mohammed, K I., Alsalem, M. A., Al-Obaidi, Jameel R., Madhloom, H.T.
Published in Journal of medical systems (01.07.2020)

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Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation

by Beheshti, Iman, Ganaie, M. A., Paliwal, Vardhan, Rastogi, Aryan, Razzak, Imran, Tanveer, M.
Published in IEEE journal of biomedical and health informatics (01.04.2022)

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The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions-A Case Study on the Microvascular Complications of Diabetes

by Swan, Breanna P., Mayorga, Maria E., Ivy, Julie S.
Published in IEEE journal of biomedical and health informatics (01.02.2022)

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FWNNet: Presentation of a New Classifier of Brain Tumor Diagnosis Based on Fuzzy Logic and the Wavelet-Based Neural Network Using Machine-Learning Methods

by Ahmadi, Mohsen, Dashti Ahangar, Fatemeh, Astaraki, Nikoo, Abbasi, Mohammad, Babaei, Behzad
Published in Computational intelligence and neuroscience (2021)

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Multispectral 3D DNA Machine Combined with Multimodal Machine Learning for Noninvasive Precise Diagnosis of Bladder Cancer

by Wu, Na, Wong, Ka-Ying, Yu, Xin, Zhao, Jia-Wei, Zhang, Xin-Yu, Wang, Jian-Hua, Yang, Ting
Published in Analytical chemistry (Washington) (18.06.2024)

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EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review

by Ahmad, Ijaz, Wang, Xin, Zhu, Mingxing, Wang, Cheng, Pi, Yao, Khan, Javed Ali, Khan, Siyab, Samuel, Oluwarotimi Williams, Chen, Shixiong, Li, Guanglin
Published in Computational intelligence and neuroscience (17.06.2022)

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Fault detection diagnostic for HVAC systems via deep learning algorithms

by Taheri, Saman, Ahmadi, Amirhossein, Mohammadi-Ivatloo, Behnam, Asadi, Somayeh
Published in Energy and buildings (01.11.2021)

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Assessment of Machine and Deep Learning Approaches for Fault Diagnosis in Photovoltaic Systems Using Infrared Thermography

by Boubaker, Sahbi, Kamel, Souad, Ghazouani, Nejib, Mellit, Adel
Published in Remote sensing (Basel, Switzerland) (01.03.2023)

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AI-Driven Tools for Coronavirus Outbreak: Need of Active Learning and Cross-Population Train/Test Models on Multitudinal/Multimodal Data

by Santosh, K. C.
Published in Journal of medical systems (01.05.2020)

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Using Deep Convolutional Neural Network for Image-Based Diagnosis of Nutrient Deficiencies in Plants Grown in Aquaponics

by Taha, Mohamed Farag, Abdalla, Alwaseela, ElMasry, Gamal, Gouda, Mostafa, Zhou, Lei, Zhao, Nan, Liang, Ning, Niu, Ziang, Hassanein, Amro, Al-Rejaie, Salim, He, Yong, Qiu, Zhengjun
Published in Chemosensors (01.02.2022)

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Novel Approaches for Diagnosing Melanoma Skin Lesions Through Supervised and Deep Learning Algorithms

by Premaladha, J., Ravichandran, K. S.
Published in Journal of medical systems (01.04.2016)

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Enhancing electrochemical detection through machine learning-driven prediction for canine mammary tumor biomarker with green silver nanoparticles

by Enginler, Sinem Özlem, Küçükdeniz, Tarık, Dal, Gamze Evkuran, Yıldırım, Funda, Cilasun, Gökçe Erdemir, Alkan, Fulya Üstün, Gürgen, Hazal Öztürk, Taşaltın, Nevin, Sabuncu, Ahmet, Yılmaz, Merve, Karakuş, Selcan
Published in Analytical and bioanalytical chemistry (01.09.2024)

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CT-ML: Diagnosis of Breast Cancer Based on Ultrasound Images and Time-Dependent Feature Extraction Methods Using Contourlet Transformation and Machine Learning

by Hajipour Khire Masjidi, Behnam, Bahmani, Soufia, Sharifi, Fatemeh, Peivandi, Mohammad, Khosravani, Mohammad, Hussein Mohammed, Adil
Published in Computational intelligence and neuroscience (24.05.2022)

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Enhancing SARS-CoV‑2 Lineage Surveillance through the Integration of a Simple and Direct qPCR-Based Protocol Adaptation with Established Machine Learning Algorithms

by Aksenen, Cleber Furtado, Ferreira, Debora Maria Almeida, Jeronimo, Pedro Miguel Carneiro, Costa, Thais de Oliveira, de Souza, Ticiane Cavalcante, Lino, Bruna Maria Nepomuceno Sousa, Farias, Allysson Allan de, Miyajima, Fabio
Published in Analytical chemistry (Washington) (19.11.2024)

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Nanozyme Sensor Array Plus Solvent-Mediated Signal Amplification Strategy for Ultrasensitive Ratiometric Fluorescence Detection of Exosomal Proteins and Cancer Identification

by Liu, Meng-Xian, Zhang, He, Zhang, Xue-Wei, Chen, Shuai, Yu, Yong-Liang, Wang, Jian-Hua
Published in Analytical chemistry (Washington) (29.06.2021)

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Evaluating Performance of EEG Data-Driven Machine Learning for Traumatic Brain Injury Classification

by Vivaldi, Nicolas, Caiola, Michael, Solarana, Krystyna, Ye, Meijun
Published in IEEE transactions on biomedical engineering (01.11.2021)

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An Uncertainty-Aware Transfer Learning-Based Framework for COVID-19 Diagnosis

by Shamsi, Afshar, Asgharnezhad, Hamzeh, Jokandan, Shirin Shamsi, Khosravi, Abbas, Kebria, Parham M., Nahavandi, Darius, Nahavandi, Saeid, Srinivasan, Dipti
Published in IEEE transaction on neural networks and learning systems (01.04.2021)

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ML-DSTnet: A Novel Hybrid Model for Breast Cancer Diagnosis Improvement Based on Image Processing Using Machine Learning and Dempster–Shafer Theory

by Eftekharian, Mohsen, Nodehi, Ali, Enayatifar, Rasul
Published in Computational intelligence and neuroscience (01.01.2023)

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Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning

by Kang, Hengyuan, Xia, Liming, Yan, Fuhua, Wan, Zhibin, Shi, Feng, Yuan, Huan, Jiang, Huiting, Wu, Dijia, Sui, He, Zhang, Changqing, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.08.2020)

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Application of Reinforcement Learning Algorithm Model in Gas Path Fault Intelligent Diagnosis of Gas Turbine

by Luo, Yulong
Published in Computational intelligence and neuroscience (2021)

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