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Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
Canbay, Ali, Kälsch, Julia, Neumann, Ursula, Rau, Monika, Hohenester, Simon, Baba, Hideo A., Rust, Christian, Geier, Andreas, Heider, Dominik, Sowa, Jan-Peter
Published in PloS one (26.03.2019)
Published in PloS one (26.03.2019)
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Journal Article
Deep ensemble learning for Alzheimer's disease classification
An, Ning, Ding, Huitong, Yang, Jiaoyun, Au, Rhoda, Ang, Ting F.A.
Published in Journal of biomedical informatics (01.05.2020)
Published in Journal of biomedical informatics (01.05.2020)
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Journal Article
Mobile and wearable sensors for data-driven health monitoring system: State-of-the-art and future prospect
Virginia Anikwe, Chioma, Friday Nweke, Henry, Chukwu Ikegwu, Anayo, Adolphus Egwuonwu, Chukwunonso, Uchenna Onu, Fergus, Rita Alo, Uzoma, Wah Teh, Ying
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
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Journal Article
An unsupervised learning algorithm for membrane computing
Peng, Hong, Wang, Jun, Pérez-Jiménez, Mario J., Riscos-Núñez, Agustín
Published in Information sciences (20.05.2015)
Published in Information sciences (20.05.2015)
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Journal Article
A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
Yang, Jing, Sadiq, Touseef, Xiong, Jiale, Awais, Muhammad, Aslam Bhatti, Uzair, Alizadehsani, Roohallah, Gorriz, Juan Manuel
Published in CAAI Transactions on Intelligence Technology (01.12.2024)
Published in CAAI Transactions on Intelligence Technology (01.12.2024)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging
Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Published in PLOS ONE (11.09.2020)
Published in PLOS ONE (11.09.2020)
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Journal Article
Detection of Extended-Spectrum β‑Lactamase-Producing Escherichia coli Using Infrared Microscopy and Machine-Learning Algorithms
Sharaha, Uraib, Rodriguez-Diaz, Eladio, Sagi, Orli, Riesenberg, Klaris, Lapidot, Itshak, Segal, Yoram, Bigio, Irving J, Huleihel, Mahmoud, Salman, Ahmad
Published in Analytical chemistry (Washington) (05.02.2019)
Published in Analytical chemistry (Washington) (05.02.2019)
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Journal Article
A Cost-Sensitive Deep Belief Network for Imbalanced Classification
Zhang, Chong, Tan, Kay Chen, Li, Haizhou, Hong, Geok Soon
Published in IEEE transaction on neural networks and learning systems (01.01.2019)
Published in IEEE transaction on neural networks and learning systems (01.01.2019)
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Journal Article
A probabilistic active support vector learning algorithm
Mitra, P., Murthy, C.A., Pal, S.K.
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
Published in IEEE transactions on pattern analysis and machine intelligence (01.03.2004)
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Journal Article
An improved wrapper-based feature selection method for machinery fault diagnosis
Hui, Kar Hoou, Ooi, Ching Sheng, Lim, Meng Hee, Leong, Mohd Salman, Al-Obaidi, Salah Mahdi
Published in PloS one (20.12.2017)
Published in PloS one (20.12.2017)
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Journal Article
A prospective multicenter validation study of a machine learning algorithm classifier on quantitative electroencephalogram for differentiating between dementia with Lewy bodies and Alzheimer’s dementia
Suzuki, Yukiko, Suzuki, Maki, Shigenobu, Kazue, Shinosaki, Kazuhiro, Aoki, Yasunori, Kikuchi, Hirokazu, Baba, Toru, Hashimoto, Mamoru, Araki, Toshihiko, Johnsen, Kristinn, Ikeda, Manabu, Mori, Etsuro
Published in PloS one (31.03.2022)
Published in PloS one (31.03.2022)
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Journal Article
Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis
Zhou, Xinsen, Chen, Yi, Gui, Wenyong, Heidari, Ali Asghar, Cai, Zhennao, Wang, Mingjing, Chen, Huiling, Li, Chengye
Published in Artificial intelligence in medicine (01.07.2024)
Published in Artificial intelligence in medicine (01.07.2024)
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Journal Article
Evolving Applications of Artificial Intelligence and Machine Learning in Infectious Diseases Testing
Tran, Nam K, Albahra, Samer, May, Larissa, Waldman, Sarah, Crabtree, Scott, Bainbridge, Scott, Rashidi, Hooman
Published in Clinical chemistry (Baltimore, Md.) (01.01.2022)
Published in Clinical chemistry (Baltimore, Md.) (01.01.2022)
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Journal Article