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Review of Machine Learning Algorithms for Diagnosing Mental Illness
Cho, Gyeongcheol, Yim, Jinyeong, Choi, Younyoung, Ko, Jungmin, Lee, Seoung-Hwan
Published in Psychiatry investigation (01.04.2019)
Published in Psychiatry investigation (01.04.2019)
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Journal Article
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Lei, Nuo, Zhang, Xianlong, Wei, Mengting, Lao, Beini, Xu, Xueyi, Zhang, Min, Chen, Huifen, Xu, Yanmin, Xia, Bingqing, Zhang, Dingjun, Dong, Chendi, Fu, Lizhe, Tang, Fang, Wu, Yifan
Published in BMC medical informatics and decision making (01.08.2022)
Published in BMC medical informatics and decision making (01.08.2022)
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Journal Article
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Huang, Yinan, Talwar, Ashna, Lin, Ying, Aparasu, Rajender R.
Published in BMC medical informatics and decision making (09.11.2022)
Published in BMC medical informatics and decision making (09.11.2022)
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Journal Article
Why implementing machine learning algorithms in the clinic is not a plug-and-play solution: a simulation study of a machine learning algorithm for acute leukaemia subtype diagnosis
Pucher, Gernot, Rostalski, Till, Nensa, Felix, Kleesiek, Jens, Reinhardt, Hans Christian, Sauer, Christopher Martin
Published in EBioMedicine (01.01.2025)
Published in EBioMedicine (01.01.2025)
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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
Predicting second breast cancer among women with primary breast cancer using machine learning algorithms, a population‐based observational study
Syleouni, Maria‐Eleni, Karavasiloglou, Nena, Manduchi, Laura, Wanner, Miriam, Korol, Dimitri, Ortelli, Laura, Bordoni, Andrea, Rohrmann, Sabine
Published in International journal of cancer (01.09.2023)
Published in International journal of cancer (01.09.2023)
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Journal Article
Machine Learning Algorithms for Depression: Diagnosis, Insights, and Research Directions
Aleem, Shumaila, Huda, Noor ul, Amin, Rashid, Khalid, Samina, Alshamrani, Sultan S., Alshehri, Abdullah
Published in Electronics (Basel) (01.04.2022)
Published in Electronics (Basel) (01.04.2022)
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Journal Article
Machine learning algorithms to predict treatment success for patients with pulmonary tuberculosis
Ahamed Fayaz, Shaik, Babu, Lakshmanan, Paridayal, Loganathan, Vasantha, Mahalingam, Paramasivam, Palaniyandi, Sundarakumar, Karuppasamy, Ponnuraja, Chinnaiyan
Published in PloS one (16.10.2024)
Published in PloS one (16.10.2024)
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Journal Article
Performance and efficiency of machine learning algorithms for analyzing rectangular biomedical data
Deng, Fei, Huang, Jibing, Yuan, Xiaoling, Cheng, Chao, Zhang, Lanjing
Published in Laboratory investigation (01.04.2021)
Published in Laboratory investigation (01.04.2021)
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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
Evaluation of machine learning algorithms for the prognosis of breast cancer from the Surveillance, Epidemiology, and End Results database
Wu, Ruiyang, Luo, Jing, Wan, Hangyu, Zhang, Haiyan, Yuan, Yewei, Hu, Huihua, Feng, Jinyan, Wen, Jing, Wang, Yan, Li, Junyan, Liang, Qi, Gan, Fengjiao, Zhang, Gang
Published in PloS one (26.01.2023)
Published in PloS one (26.01.2023)
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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
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
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