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Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

by Shigueoka, Leonardo Seidi, Vasconcellos, José Paulo Cabral de, Schimiti, Rui Barroso, Reis, Alexandre Soares Castro, Oliveira, Gabriel Ozeas de, Gomi, Edson Satoshi, Vianna, Jayme Augusto Rocha, Lisboa, Renato Dichetti dos Reis, Medeiros, Felipe Andrade, Costa, Vital Paulino
Published in PloS one (05.12.2018)

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Performance of Machine Learning Algorithms for Predicting Progression to Dementia in Memory Clinic Patients

by James, Charlotte, Ranson, Janice M., Everson, Richard, Llewellyn, David J.
Published in JAMA network open (16.12.2021)

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Cervical cell classification with deep-learning algorithms

by Xu, Laixiang, Cai, Fuhong, Fu, Yanhu, Liu, Qian
Published in Medical & biological engineering & computing (01.03.2023)

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Tunable Q wavelet transform based emotion classification in Parkinson’s disease using Electroencephalography

by Murugappan, Murugappan, Alshuaib, Waleed, Bourisly, Ali K., Khare, Smith K., Sruthi, Sai, Bajaj, Varun
Published in PloS one (19.11.2020)

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Probabilistic neural network training procedure based on Q(0)-learning algorithm in medical data classification

by Kusy, Maciej, Zajdel, Roman
Published in Applied intelligence (Dordrecht, Netherlands) (01.10.2014)

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Detection of common risk factors for diagnosis of cardiac arrhythmia using machine learning algorithm

by Yadav, Samir S., Jadhav, Shivajirao M.
Published in Expert systems with applications (01.01.2021)

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Evaluation of stroke sequelae and rehabilitation effect on brain tumor by neuroimaging technique: A comparative study

by Guo, Xueliang, Sun, Lin
Published in PloS one (24.02.2025)

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Active Selection Transfer Learning Algorithm

by Wu, Weifei, Zhang, Yanhui, Xing, Fuyijin
Published in Neural processing letters (01.12.2023)

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Health Prognosis for Equipment Based on ACO-K-Means and MCS-SVM under Small Sample Noise Unbalanced Data

Published in Tehnički vjesnik (01.01.2024)

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Cultivar-specific nutritional status of potato (Solanum tuberosum L.) crops

by Coulibali, Zonlehoua, Cambouris, Athyna Nancy, Parent, Serge-Étienne
Published in PloS one (13.03.2020)

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Image Features of Magnetic Resonance Imaging under the Deep Learning Algorithm in the Diagnosis and Nursing of Malignant Tumors

by Sun, Lifang, Hu, Xi, Liu, Yutao, Cai, Hengyu
Published in Contrast media and molecular imaging (2021)

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Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms

by Jalali, Ali, Simpao, Allan F., Gálvez, Jorge A., Licht, Daniel J., Nataraj, Chandrasekhar
Published in Journal of medical systems (01.10.2018)

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Mammogram mass segmentation and detection using Legendre neural network-based optimal threshold

by Sarangi, Sunita, Rath, Nrusingha Prasad, Sahoo, Harish Kumar
Published in Medical & biological engineering & computing (01.04.2021)

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Characteristics of Computed Tomography Images for Patients with Acute Liver Injury Caused by Sepsis under Deep Learning Algorithm

by Wang, Huijun, Bao, Qianqian, Cao, Donghang, Dong, Shujing, Wu, Lili
Published in Contrast media and molecular imaging (2022)

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Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria

by Cohen, Aaron M., Chamberlin, Steven, Deloughery, Thomas, Nguyen, Michelle, Bedrick, Steven, Meninger, Stephen, Ko, John J., Amin, Jigar J., Wei, Alex J., Hersh, William
Published in PloS one (02.07.2020)

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Diabetes prediction model based on GA-XGBoost and stacking ensemble algorithm

by Li, Wenguang, Peng, Yan, Peng, Ke
Published in PloS one (30.09.2024)

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Improving the Mann–Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography

by Pérez, Noel Pérez, Guevara López, Miguel A., Silva, Augusto, Ramos, Isabel
Published in Artificial intelligence in medicine (01.01.2015)

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Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns

by Nguyen, Duc Thanh, Ryu, Seungjun, Qureshi, Muhammad Naveed Iqbal, Choi, Min, Lee, Kun Ho, Lee, Boreom
Published in PloS one (22.02.2019)

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Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study

by Campagner, Andrea, Agnello, Luisa, Carobene, Anna, Padoan, Andrea, Del Ben, Fabio, Locatelli, Massimo, Plebani, Mario, Ognibene, Agostino, Lorubbio, Maria, De Vecchi, Elena, Cortegiani, Andrea, Piva, Elisa, Poz, Donatella, Curcio, Francesco, Cabitza, Federico, Ciaccio, Marcello
Published in Journal of medical Internet research (26.02.2025)

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Contrasting factors associated with COVID-19-related ICU admission and death outcomes in hospitalised patients by means of Shapley values

by Cavallaro, Massimo, Moiz, Haseeb, Keeling, Matt J., McCarthy, Noel D.
Published in PLoS computational biology (01.06.2021)

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