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Detection of acute lymphoblastic leukemia using image segmentation and data mining algorithms
Acharya, Vasundhara, Kumar, Preetham
Published in Medical & biological engineering & computing (01.08.2019)
Published in Medical & biological engineering & computing (01.08.2019)
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Journal Article
Type2 diabetes mellitus prediction using data mining algorithms based on the long-noncoding RNAs expression: a comparison of four data mining approaches
Kazerouni, Faranak, Bayani, Azadeh, Asadi, Farkhondeh, Saeidi, Leyla, Parvizi, Nasrin, Mansoori, Zahra
Published in BMC bioinformatics (27.08.2020)
Published in BMC bioinformatics (27.08.2020)
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Journal Article
Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?
Grigull, Lorenz, Mehmecke, Sandra, Rother, Ann-Katrin, Blöß, Susanne, Klemann, Christian, Schumacher, Ulrike, Mücke, Urs, Kortum, Xiaowei, Lechner, Werner, Klawonn, Frank
Published in PloS one (10.10.2019)
Published in PloS one (10.10.2019)
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Journal Article
Machine learning analysis of gene expression data reveals novel diagnostic and prognostic biomarkers and identifies therapeutic targets for soft tissue sarcomas
van IJzendoorn, David G. P., Szuhai, Karoly, Briaire-de Bruijn, Inge H., Kostine, Marie, Kuijjer, Marieke L., Bovée, Judith V. M. G.
Published in PLoS computational biology (01.02.2019)
Published in PLoS computational biology (01.02.2019)
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Journal Article
Identification of potential immune-related hub genes in Parkinson’s disease based on machine learning and development and validation of a diagnostic classification model
Xin, Guanghao, Niu, Jingyan, Tian, Qinghua, Fu, Yanchi, Chen, Lixia, Yi, Tingting, Tian, Kuo, Sun, Xuesong, Wang, Na, Wang, Jianjian, Zhang, Huixue, Wang, Lihua
Published in PloS one (05.12.2023)
Published in PloS one (05.12.2023)
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Journal Article
The use of artificial intelligence tools in cancer detection compared to the traditional diagnostic imaging methods: An overview of the systematic reviews
Silva, Helbert Eustáquio Cardoso da, Santos, Glaucia Nize Martins, Leite, André Ferreira, Mesquita, Carla Ruffeil Moreira, Figueiredo, Paulo Tadeu de Souza, Stefani, Cristine Miron, de Melo, Nilce Santos
Published in PloS one (05.10.2023)
Published in PloS one (05.10.2023)
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Journal Article
Online generic diagnostic reservoir operation tools
Zhao, Qiankun, Li, Donghui, Cai, Ximing
Published in Environmental modelling & software : with environment data news (01.01.2021)
Published in Environmental modelling & software : with environment data news (01.01.2021)
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Journal Article
Improving a data mining based diagnostic support tool for rare diseases on the example of M. Fabry: Gender differences need to be taken into account
Hahn, Philipp, Lechner, Werner, Siefen, Rainer-Georg, Lampe, Christina, Nordbeck, Peter, Grigull, Lorenz, Lücke, Thomas
Published in PloS one (30.06.2025)
Published in PloS one (30.06.2025)
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Journal Article
Machine Learning-Based Automated Diagnostic Systems Developed for Heart Failure Prediction Using Different Types of Data Modalities: A Systematic Review and Future Directions
Javeed, Ashir, Khan, Shafqat Ullah, Ali, Liaqat, Ali, Sardar, Imrana, Yakubu, Rahman, Atiqur
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
Published in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE (2022)
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Journal Article
Publication
Diagnostic classification of cancers using extreme gradient boosting algorithm and multi-omics data
Ma, Baoshan, Meng, Fanyu, Yan, Ge, Yan, Haowen, Chai, Bingjie, Song, Fengju
Published in Computers in biology and medicine (01.06.2020)
Published in Computers in biology and medicine (01.06.2020)
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Journal Article
Diagnostic Support for Selected Paediatric Pulmonary Diseases Using Answer-Pattern Recognition in Questionnaires Based on Combined Data Mining Applications—A Monocentric Observational Pilot Study
Rother, Ann-Katrin, Schwerk, Nicolaus, Brinkmann, Folke, Klawonn, Frank, Lechner, Werner, Grigull, Lorenz
Published in PloS one (12.08.2015)
Published in PloS one (12.08.2015)
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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