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Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
Salvador, Raymond, Radua, Joaquim, Canales-Rodríguez, Erick J., Solanes, Aleix, Sarró, Salvador, Goikolea, José M., Valiente, Alicia, Monté, Gemma C., Natividad, María del Carmen, Guerrero-Pedraza, Amalia, Moro, Noemí, Fernández-Corcuera, Paloma, Amann, Benedikt L., Maristany, Teresa, Vieta, Eduard, McKenna, Peter J., Pomarol-Clotet, Edith
Published in PloS one (20.04.2017)
Published in PloS one (20.04.2017)
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Journal Article
Machine learning algorithm validation with a limited sample size
Vabalas, Andrius, Gowen, Emma, Poliakoff, Ellen, Casson, Alexander J.
Published in PloS one (07.11.2019)
Published in PloS one (07.11.2019)
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Journal Article
Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model
Mohammed, Mazin Abed, Al-Khateeb, Belal, Yousif, Mohammed, Mostafa, Salama A., Kadry, Seifedine, Abdulkareem, Karrar Hameed, Garcia-Zapirain, Begonya
Published in Computational intelligence and neuroscience (13.08.2022)
Published in Computational intelligence and neuroscience (13.08.2022)
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Journal Article
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Multi-stage feature selection (MSFS) algorithm for UWB-based early breast cancer size prediction
Vijayasarveswari, V., Andrew, A. M., Jusoh, M., Sabapathy, T., Raof, R. A. A., Yasin, M. N. M., Ahmad, R. B., Khatun, S., Rahim, H. A.
Published in PloS one (13.08.2020)
Published in PloS one (13.08.2020)
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Journal Article
Centrality nearest-neighbor projected-distance regression (C-NPDR) feature selection for correlation-based predictors with application to resting-state fMRI study of major depressive disorder
Kresock, Elizabeth, Dawkins, Bryan, Luttbeg, Henry, Li, Yijie (Jamie), Kuplicki, Rayus, McKinney, B. A.
Published in PloS one (06.03.2025)
Published in PloS one (06.03.2025)
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Journal Article
Diagnostic power of resting‐state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review
Ibrahim, Buhari, Suppiah, Subapriya, Ibrahim, Normala, Mohamad, Mazlyfarina, Hassan, Hasyma Abu, Nasser, Nisha Syed, Saripan, M Iqbal
Published in Human brain mapping (15.06.2021)
Published in Human brain mapping (15.06.2021)
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Journal Article
An Efficient Marine Predators Algorithm for Feature Selection
Elminaam, Diaa Salama Abd, Nabil, Ayman, Ibraheem, Shimaa A., Houssein, Essam H.
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Computed tomography radiomics for the prediction of thymic epithelial tumor histology, TNM stage and myasthenia gravis
Blüthgen, Christian, Patella, Miriam, Euler, André, Baessler, Bettina, Martini, Katharina, von Spiczak, Jochen, Schneiter, Didier, Opitz, Isabelle, Frauenfelder, Thomas
Published in PloS one (20.12.2021)
Published in PloS one (20.12.2021)
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Journal Article
Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography
Narula, Sukrit, Shameer, Khader, Salem Omar, Alaa Mabrouk, Dudley, Joel T., Sengupta, Partho P.
Published in Journal of the American College of Cardiology (29.11.2016)
Published in Journal of the American College of Cardiology (29.11.2016)
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Journal Article
Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening
Li, Tao, Gao, Yingqi, Wang, Kai, Guo, Song, Liu, Hanruo, Kang, Hong
Published in Information sciences (01.10.2019)
Published in Information sciences (01.10.2019)
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Journal Article
Applying algorithm selection to abductive diagnostic reasoning
Koitz-Hristov, Roxane, Wotawa, Franz
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2018)
Published in Applied intelligence (Dordrecht, Netherlands) (01.11.2018)
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Journal Article
An evaluation model for children’s foot & ankle deformity severity using sparse multi-objective feature selection algorithm
Pan, Xiaotian, Zhang, Guodao, Lin, Aiju, Guan, Xiaochun, Chen, PingKuo, Ge, Yisu, Chen, Xin
Published in Computers in biology and medicine (01.12.2022)
Published in Computers in biology and medicine (01.12.2022)
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Journal Article