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Effectiveness of deep learning in early‐stage oral cancer detections and classification using histogram of oriented gradients
Dutta, Chiranjit, Sandhya, Prasad, Vidhya, Kandasamy, Rajalakshmi, Ramanathan, Ramya, Devasahayam, Madhubabu, Kotakonda
Published in Expert systems (01.06.2024)
Published in Expert systems (01.06.2024)
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Journal Article
Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma
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)
Published in PloS one (05.12.2018)
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Journal Article
Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria
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)
Published in PloS one (02.07.2020)
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Journal Article
Hybrid multivariate pattern analysis combined with extreme learning machine for Alzheimer’s dementia diagnosis using multi-measure rs-fMRI spatial patterns
Nguyen, Duc Thanh, Ryu, Seungjun, Qureshi, Muhammad Naveed Iqbal, Choi, Min, Lee, Kun Ho, Lee, Boreom
Published in PloS one (22.02.2019)
Published in PloS one (22.02.2019)
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Journal Article
Complete Blood Count and Monocyte Distribution Width–Based Machine Learning Algorithms for Sepsis Detection: Multicentric Development and External Validation Study
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)
Published in Journal of medical Internet research (26.02.2025)
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Journal Article
Predicting treatment response to cognitive behavior therapy in social anxiety disorder on the basis of demographics, psychiatric history, and scales: A machine learning approach
Bukhari, Qasim, Rosenfield, David, Hofmann, Stefan G., Gabrieli, John D.E., Ghosh, Satrajit S
Published in PloS one (18.03.2025)
Published in PloS one (18.03.2025)
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Journal Article
Detection of carbapenem-resistant Klebsiella pneumoniae on the basis of matrix-assisted laser desorption ionization time-of-flight mass spectrometry by using supervised machine learning approach
Huang, Tsi-Shu, Lee, Susan Shin-Jung, Lee, Chia-Chien, Chang, Fu-Chuen
Published in PloS one (06.02.2020)
Published in PloS one (06.02.2020)
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Journal Article
Diagnosis and Classification of the Diabetes Using Machine Learning Algorithms
Theerthagiri, Prasannavenkatesan, Ruby, A. Usha, Vidya, J.
Published in SN computer science (01.01.2023)
Published in SN computer science (01.01.2023)
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Journal Article
Cervical cell classification with deep-learning algorithms
Xu, Laixiang, Cai, Fuhong, Fu, Yanhu, Liu, Qian
Published in Medical & biological engineering & computing (01.03.2023)
Published in Medical & biological engineering & computing (01.03.2023)
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Journal Article
Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients
Dovgan, Erik, Gradišek, Anton, Luštrek, Mitja, Uddin, Mohy, Nursetyo, Aldilas Achmad, Annavarajula, Sashi Kiran, Li, Yu-Chuan, Syed-Abdul, Shabbir
Published in PloS one (05.06.2020)
Published in PloS one (05.06.2020)
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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
A recurrence model for non-puerperal mastitis patients based on machine learning
Li, Gaosha, Yu, Qian, Dong, Feng, Wu, Zhaoxia, Fan, Xijing, Zhang, Lingling, Yu, Ying
Published in PloS one (16.01.2025)
Published in PloS one (16.01.2025)
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Journal Article
Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks
Walke, Daniel, Steinbach, Daniel, Gibb, Sebastian, Kaiser, Thorsten, Saake, Gunter, Ahrens, Paul C, Broneske, David, Heyer, Robert
Published in PloS one (08.07.2025)
Published in PloS one (08.07.2025)
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Journal Article