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An enhanced machine learning based approach for failures detection and diagnosis of PV systems
Garoudja, Elyes, Chouder, Aissa, Kara, Kamel, Silvestre, Santiago
Published in Energy conversion and management (01.11.2017)
Published in Energy conversion and management (01.11.2017)
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Journal Article
GA-MADRID: design and validation of a machine learning tool for the diagnosis of Alzheimer’s disease and frontotemporal dementia using genetic algorithms
García-Gutierrez, Fernando, Díaz-Álvarez, Josefa, Matias-Guiu, Jordi A., Pytel, Vanesa, Matías-Guiu, Jorge, Cabrera-Martín, María Nieves, Ayala, José L.
Published in Medical & biological engineering & computing (01.09.2022)
Published in Medical & biological engineering & computing (01.09.2022)
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Journal Article
Development of a Machine‐Learning Model for Diagnosis of Pancreatic Cancer from Serum Samples Analyzed by Thermal Liquid Biopsy
Hermoso‐Durán, Sonia, Fraunhoffer, Nicolas, Millastre‐Bocos, Judith, Sanchez‐Gracia, Oscar, Garrido, Pablo F., Vega, Sonia, Lanas, Ángel, Iovanna, Juan, Velázquez‐Campoy, Adrián, Abian, Olga
Published in Advanced intelligent systems (01.01.2025)
Published in Advanced intelligent systems (01.01.2025)
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Journal Article
Diagnosis of Alzheimer's disease and behavioural variant frontotemporal dementia with machine learning‐aided neuropsychological assessment using feature engineering and genetic algorithms
Garcia‐Gutierrez, Fernando, Delgado‐Alvarez, Alfonso, Delgado‐Alonso, Cristina, Díaz‐Álvarez, Josefa, Pytel, Vanesa, Valles‐Salgado, Maria, Gil, María Jose, Hernández‐Lorenzo, Laura, Matías‐Guiu, Jorge, Ayala, José L., Matias‐Guiu, Jordi A.
Published in International journal of geriatric psychiatry (01.12.2022)
Published in International journal of geriatric psychiatry (01.12.2022)
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Journal Article
Using machine learning-based algorithms to construct cardiovascular risk prediction models for Taiwanese adults based on traditional and novel risk factors
Cheng, Chien-Hsiang, Lee, Bor-Jen, Nfor, Oswald Ndi, Hsiao, Chih-Hsuan, Huang, Yi-Chia, Liaw, Yung-Po
Published in BMC medical informatics and decision making (22.07.2024)
Published in BMC medical informatics and decision making (22.07.2024)
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Journal Article
Identification and validation of biomarkers in Alzheimer's disease based on machine learning algorithms and single-cell sequencing analysis
Fan, Yun, Wang, XiaoLong, Ling, Yun, Wang, QiuYi, Zhou, XiBin, Li, Kai, Zhou, ChunXiang
Published in Computational biology and chemistry (01.10.2025)
Published in Computational biology and chemistry (01.10.2025)
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Journal Article
Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization
Nishio, Mizuho, Nishizawa, Mitsuo, Sugiyama, Osamu, Kojima, Ryosuke, Yakami, Masahiro, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (19.04.2018)
Published in PloS one (19.04.2018)
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Journal Article
Novel Density Poincaré Plot Based Machine Learning Method to Detect Atrial Fibrillation From Premature Atrial/Ventricular Contractions
Bashar, Syed Khairul, Han, Dong, Zieneddin, Fearass, Ding, Eric, Fitzgibbons, Timothy P., Walkey, Allan J., McManus, David D., Javidi, Bahram, Chon, Ki H.
Published in IEEE transactions on biomedical engineering (01.02.2021)
Published in IEEE transactions on biomedical engineering (01.02.2021)
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Journal Article
IoT-Based COVID-19 Diagnosing and Monitoring Systems: A Survey
Anjum, Nasreen, Alibakhshikenari, Mohammad, Rashid, Junaid, Jabeen, Fouzia, Asif, Amna, Mohamed, Ehab Mahmoud, Falcone, Francisco
Published in IEEE access (01.01.2022)
Published in IEEE access (01.01.2022)
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Journal Article
Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records
Zad, Zahra, Jiang, Victoria S., Wolf, Amber T., Wang, Taiyao, Cheng, J. Jojo, Paschalidis, Ioannis Ch, Mahalingaiah, Shruthi
Published in Frontiers in endocrinology (Lausanne) (2024)
Published in Frontiers in endocrinology (Lausanne) (2024)
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Journal Article
AI-Enabled Advanced Development for Assessing Low Circulating Blood Volume for Emergency Medical Care: Comparison of Compensatory Reserve Machine-Learning Algorithms
Convertino, Victor A., Techentin, Robert W., Poole, Ruth J., Dacy, Ashley C., Carlson, Ashli N., Cardin, Sylvain, Haider, Clifton R., Holmes III, David R., Wiggins, Chad C., Joyner, Michael J., Curry, Timothy B., Inan, Omer T.
Published in Sensors (Basel, Switzerland) (30.03.2022)
Published in Sensors (Basel, Switzerland) (30.03.2022)
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Journal Article
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
Montolío, Alberto, Martín-Gallego, Alejandro, Cegoñino, José, Orduna, Elvira, Vilades, Elisa, Garcia-Martin, Elena, Palomar, Amaya Pérez del
Published in Computers in biology and medicine (01.06.2021)
Published in Computers in biology and medicine (01.06.2021)
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Journal Article
Detection of early infarction signs with machine learning-based diagnosis by means of the Alberta Stroke Program Early CT score (ASPECTS) in the clinical routine
Guberina, Nika, Dietrich, U., Radbruch, A., Goebel, J., Deuschl, C., Ringelstein, A., Köhrmann, M., Kleinschnitz, C., Forsting, M., Mönninghoff, C.
Published in Neuroradiology (01.09.2018)
Published in Neuroradiology (01.09.2018)
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Journal Article
A new method for identifying the acute respiratory distress syndrome disease based on noninvasive physiological parameters
Yang, Pengcheng, Wu, Taihu, Yu, Ming, Chen, Feng, Wang, Chunchen, Yuan, Jing, Xu, Jiameng, Zhang, Guang
Published in PloS one (05.02.2020)
Published in PloS one (05.02.2020)
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Journal Article
An intelligent hybrid classification algorithm integrating fuzzy rule-based extraction and harmony search optimization: Medical diagnosis applications
Mousavi, Seyed Mohsen, Abdullah, Salwani, Niaki, Seyed Taghi Akhavan, Banihashemi, Saeed
Published in Knowledge-based systems (23.05.2021)
Published in Knowledge-based systems (23.05.2021)
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Journal Article