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A Review of Machine Learning Algorithms for Biomedical Applications
Binson, V. A., Thomas, Sania, Subramoniam, M., Arun, J., Naveen, S., Madhu, S.
Published in Annals of biomedical engineering (01.05.2024)
Published in Annals of biomedical engineering (01.05.2024)
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Journal Article
A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)
Jebelli, Houtan, Mahdi Khalili, Mohammad, Lee, SangHyun
Published in IEEE journal of biomedical and health informatics (01.09.2019)
Published in IEEE journal of biomedical and health informatics (01.09.2019)
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Journal Article
EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications
Gu, Xiaotong, Cao, Zehong, Jolfaei, Alireza, Xu, Peng, Wu, Dongrui, Jung, Tzyy-Ping, Lin, Chin-Teng
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2021)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.09.2021)
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Journal Article
Machine Learning-Based Noninvasive Quantification of Single-Imaging Session Dual-Tracer 18F-FDG and 68Ga-DOTATATE Dynamic PET-CT in Oncology
Ding, Wenxiang, Yu, Jiangyuan, Zheng, Chaojie, Fu, Peng, Huang, Qiu, Feng, David Dagan, Yang, Zhi, Wahl, Richard L., Zhou, Yun
Published in IEEE transactions on medical imaging (01.02.2022)
Published in IEEE transactions on medical imaging (01.02.2022)
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Journal Article
A Computer-Aided Diagnosis System Using Deep Learning for Multiclass Skin Lesion Classification
Arshad, Mehak, Khan, Muhammad Attique, Tariq, Usman, Armghan, Ammar, Alenezi, Fayadh, Younus Javed, Muhammad, Aslam, Shabnam Mohamed, Kadry, Seifedine
Published in Computational intelligence and neuroscience (2021)
Published in Computational intelligence and neuroscience (2021)
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Journal Article
Enhancing SARS-CoV‑2 Lineage Surveillance through the Integration of a Simple and Direct qPCR-Based Protocol Adaptation with Established Machine Learning Algorithms
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)
Published in Analytical chemistry (Washington) (19.11.2024)
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Journal Article
Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images-Role of Multiscale Decision Aggregation and Data Augmentation
Karimi, Davood, Nir, Guy, Fazli, Ladan, Black, Peter C., Goldenberg, Larry, Salcudean, Septimiu E.
Published in IEEE journal of biomedical and health informatics (01.05.2020)
Published in IEEE journal of biomedical and health informatics (01.05.2020)
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Journal Article
EEG-Based Epileptic Seizure Detection via Machine/Deep Learning Approaches: A Systematic Review
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)
Published in Computational intelligence and neuroscience (17.06.2022)
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Journal Article
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System
Sekhar, Ardhendu, Biswas, Soumen, Hazra, Ranjay, Sunaniya, Arun Kumar, Mukherjee, Amrit, Yang, Lixia
Published in IEEE journal of biomedical and health informatics (01.03.2022)
Published in IEEE journal of biomedical and health informatics (01.03.2022)
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Journal Article