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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
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
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
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
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
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
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
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
Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning
Nishio, Mizuho, Sugiyama, Osamu, Yakami, Masahiro, Ueno, Syoko, Kubo, Takeshi, Kuroda, Tomohiro, Togashi, Kaori
Published in PloS one (27.07.2018)
Published in PloS one (27.07.2018)
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Journal Article
Automatic diagnosis of melanoma using hyperspectral data and GoogLeNet
Hirano, Ginji, Nemoto, Mitsutaka, Kimura, Yuichi, Kiyohara, Yoshio, Koga, Hiroshi, Yamazaki, Naoya, Christensen, Gustav, Ingvar, Christian, Nielsen, Kari, Nakamura, Atsushi, Sota, Takayuki, Nagaoka, Takashi
Published in Skin research and technology (01.11.2020)
Published in Skin research and technology (01.11.2020)
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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
Comparison of Machine Learning Methods Using Spectralis OCT for Diagnosis and Disability Progression Prognosis in Multiple Sclerosis
Montolío, Alberto, Cegoñino, José, Garcia-Martin, Elena, Pérez del Palomar, Amaya
Published in Annals of biomedical engineering (01.05.2022)
Published in Annals of biomedical engineering (01.05.2022)
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Journal Article
Radiomics Features of the Spleen as Surrogates for CT-Based Lymphoma Diagnosis and Subtype Differentiation
Enke, Johanna S., Moltz, Jan H., D'Anastasi, Melvin, Kunz, Wolfgang G., Schmidt, Christian, Maurus, Stefan, Mühlberg, Alexander, Katzmann, Alexander, Sühling, Michael, Hahn, Horst, Nörenberg, Dominik, Huber, Thomas
Published in Cancers (29.01.2022)
Published in Cancers (29.01.2022)
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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