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Uncovering key molecular mechanisms in the early and late-stage of papillary thyroid carcinoma using association rule mining algorithm
Hosseiniyan Khatibi, Seyed Mahdi, Zununi Vahed, Sepideh, Homaei Rad, Hamed, Emdadi, Manijeh, Akbarpour, Zahra, Teshnehlab, Mohammad, Pirmoradi, Saeed, Alizadeh, Effat
Published in PloS one (02.11.2023)
Published in PloS one (02.11.2023)
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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
Formation of Fuzzy Patterns in Logical Analysis of Data Using a Multi-Criteria Genetic Algorithm
Masich, Igor S., Kulachenko, Margarita A., Stanimirović, Predrag S., Popov, Aleksey M., Tovbis, Elena M., Stupina, Alena A., Kazakovtsev, Lev A.
Published in Symmetry (Basel) (01.03.2022)
Published in Symmetry (Basel) (01.03.2022)
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Journal Article
Teaching a Machine to Feel Postoperative Pain: Combining High‐Dimensional Clinical Data with Machine Learning Algorithms to Forecast Acute Postoperative Pain
Tighe, Patrick J., Harle, Christopher A., Hurley, Robert W., Aytug, Haldun, Boezaart, Andre P., Fillingim, Roger B.
Published in Pain medicine (Malden, Mass.) (01.07.2015)
Published in Pain medicine (Malden, Mass.) (01.07.2015)
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Journal Article
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
NSGA-II-DL: Metaheuristic Optimal Feature Selection With Deep Learning Framework for HER2 Classification in Breast Cancer
Rashid, Tarik Ahmed, Majidpour, Jafar, Thinakaran, Rajermani, Batumalay, Malathy, Dewi, Deshinta Arrova, Hassan, Bryar A., Dadgar, Habibollah, Arabi, Hossein
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Proteomic associations with cognitive variability as measured by the Wisconsin Card Sorting Test in a healthy Thai population: A machine learning approach
Chen, Chen, Khanthiyong, Bupachad, Thaweetee-Sukjai, Benjamard, Charoenlappanit, Sawanya, Roytrakul, Sittiruk, Surit, Phrutthinun, Phoungpetchara, Ittipon, Thanoi, Samur, Reynolds, Gavin P., Nudmamud-Thanoi, Sutisa
Published in PloS one (20.02.2025)
Published in PloS one (20.02.2025)
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Journal Article
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
Structure-aware deep learning for chronic middle ear disease
Wang, Zheng, Song, Jian, Su, Ri, Hou, Muzhou, Qi, Min, Zhang, Jianglin, Wu, Xuewen
Published in Expert systems with applications (15.05.2022)
Published in Expert systems with applications (15.05.2022)
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Journal Article
Effect of Data Scaling Methods on Machine Learning Algorithms and Model Performance
Ahsan, Md, Mahmud, M., Saha, Pritom, Gupta, Kishor, Siddique, Zahed
Published in Technologies (Basel) (01.09.2021)
Published in Technologies (Basel) (01.09.2021)
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Journal Article
Comparison of machine-learning algorithms to build a predictive model for detecting undiagnosed diabetes - ELSA-Brasil: accuracy study
Olivera, André Rodrigues, Roesler, Valter, Iochpe, Cirano, Schmidt, Maria Inês, Vigo, Álvaro, Barreto, Sandhi Maria, Duncan, Bruce Bartholow
Published in São Paulo medical journal (01.05.2017)
Published in São Paulo medical journal (01.05.2017)
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Journal Article
A machine learning approach for differentiating bipolar disorder type II and borderline personality disorder using electroencephalography and cognitive abnormalities
Nazari, Mohammad-Javad, Shalbafan, Mohammadreza, Eissazade, Negin, Khalilian, Elham, Vahabi, Zahra, Masjedi, Neda, Ghidary, Saeed Shiry, Saadat, Mozafar, Sadegh-Zadeh, Seyed-Ali
Published in PloS one (21.06.2024)
Published in PloS one (21.06.2024)
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Journal Article
Integrating genetics, metabolites, and clinical characteristics in predicting cardiometabolic health outcomes using machine learning algorithms – A systematic review
Zhu, Xianyu, Ventura, Eduard F., Bansal, Sakshi, Wijeyesekera, Anisha, Vimaleswaran, Karani S.
Published in Computers in biology and medicine (01.03.2025)
Published in Computers in biology and medicine (01.03.2025)
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Journal Article
The development an artificial intelligence algorithm for early sepsis diagnosis in the intensive care unit
Yuan, Kuo-Ching, Tsai, Lung-Wen, Lee, Ko-Han, Cheng, Yi-Wei, Hsu, Shou-Chieh, Lo, Yu-Sheng, Chen, Ray-Jade
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
Published in International journal of medical informatics (Shannon, Ireland) (01.09.2020)
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Journal Article