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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
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
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
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
Predictive Big Data Analytics: A Study of Parkinson’s Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations
Dinov, Ivo D., Heavner, Ben, Tang, Ming, Glusman, Gustavo, Chard, Kyle, Darcy, Mike, Madduri, Ravi, Pa, Judy, Spino, Cathie, Kesselman, Carl, Foster, Ian, Deutsch, Eric W., Price, Nathan D., Van Horn, John D., Ames, Joseph, Clark, Kristi, Hood, Leroy, Hampstead, Benjamin M., Dauer, William, Toga, Arthur W.
Published in PloS one (05.08.2016)
Published in PloS one (05.08.2016)
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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
Expert-enhanced machine learning for cardiac arrhythmia classification
Sager, Sebastian, Bernhardt, Felix, Kehrle, Florian, Merkert, Maximilian, Potschka, Andreas, Meder, Benjamin, Katus, Hugo, Scholz, Eberhard
Published in PloS one (23.12.2021)
Published in PloS one (23.12.2021)
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Journal Article
A machine-learning model for prediction of Acinetobacter baumannii hospital acquired infection
Neuman, Ido, Shvartser, Leonid, Teppler, Shmuel, Friedman, Yehoshua, Levine, Jacob J., Kagan, Ilya, Bishara, Jihad, Kushinir, Shiri, Singer, Pierre
Published in PloS one (05.12.2024)
Published in PloS one (05.12.2024)
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Journal Article
Metabolic syndrome predictive modelling in Bangladesh applying machine learning approach
Hossain, Md Farhad, Hossain, Shaheed, Akter, Mst. Nira, Nahar, Ainur, Liu, Bowen, Faruque, Md Omar
Published in PloS one (05.09.2024)
Published in PloS one (05.09.2024)
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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