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A Model-Based Spike Sorting Algorithm for Removing Correlation Artifacts in Multi-Neuron Recordings
Pillow, Jonathan W., Shlens, Jonathon, Chichilnisky, E. J., Simoncelli, Eero P.
Published in PloS one (03.05.2013)
Published in PloS one (03.05.2013)
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Journal Article
DeepDicomSort: An Automatic Sorting Algorithm for Brain Magnetic Resonance Imaging Data
van der Voort, Sebastian R., Smits, Marion, Klein, Stefan
Published in Neuroinformatics (Totowa, N.J.) (01.01.2021)
Published in Neuroinformatics (Totowa, N.J.) (01.01.2021)
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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
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
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
Automated Analysis of Cellular Signals from Large-Scale Calcium Imaging Data
Mukamel, Eran A., Nimmerjahn, Axel, Schnitzer, Mark J.
Published in Neuron (Cambridge, Mass.) (24.09.2009)
Published in Neuron (Cambridge, Mass.) (24.09.2009)
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Journal Article
Breast cancer diagnosis using the fast learning network algorithm
Albadr, Musatafa Abbas Abbood, Ayob, Masri, Tiun, Sabrina, AL-Dhief, Fahad Taha, Arram, Anas, Khalaf, Sura
Published in Frontiers in oncology (27.04.2023)
Published in Frontiers in oncology (27.04.2023)
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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
A confounder controlled machine learning approach: Group analysis and classification of schizophrenia and Alzheimer’s disease using resting-state functional network connectivity
Hassanzadeh, Reihaneh, Abrol, Anees, Pearlson, Godfrey, Turner, Jessica A., Calhoun, Vince D.
Published in PloS one (20.05.2024)
Published in PloS one (20.05.2024)
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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
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
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