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Preprocessing

CaSTLe – Classification of single cells by transfer learning: Harnessing the power of publicly available single cell RNA sequencing experiments to annotate new experiments

Yuval Lieberman, Lior Rokach, Tal Shay

Detection of slow port scans in flow-based network traffic

Markus Ring, Dieter Landes, Andreas Hotho

Profiling of Volatile Organic Compounds in Exhaled Breath As a Strategy to Find Early Predictive Signatures of Asthma in Children

Agnieszka Smolinska, Ester M. M. Klaassen, [ ... ], Frederik J. van Schooten

Schizophrenia Detection and Classification by Advanced Analysis of EEG Recordings Using a Single Electrode Approach

Zack Dvey-Aharon, Noa Fogelson, Avi Peled, Nathan Intrator

Using machine learning models to predict the initiation of renal replacement therapy among chronic kidney disease patients

Erik Dovgan, Anton Gradišek, [ ... ], Shabbir Syed-Abdul

Accuracy and Reliability of Automated Gray Matter Segmentation Pathways on Real and Simulated Structural Magnetic Resonance Images of the Human Brain

Lucas D. Eggert, Jens Sommer, [ ... ], Carsten Konrad

Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database—HF_Lung_V1

Fu-Shun Hsu, Shang-Ran Huang, [ ... ], Feipei Lai

A comparative study of RNA-Seq and microarray data analysis on the two examples of rectal-cancer patients and Burkitt Lymphoma cells

Alexander Wolff, Michaela Bayerlová, [ ... ], Tim Beißbarth

Reliability of Resting-State Microstate Features in Electroencephalography

Arjun Khanna, Alvaro Pascual-Leone, Faranak Farzan

Breast lesions classifications of mammographic images using a deep convolutional neural network-based approach

Tariq Mahmood, Jianqiang Li, [ ... ], Shahbaz Hassan Wasti

Predicting the number of defects in a new software version

Ebubeogu Amarachukwu Felix, Sai Peck Lee

Robust, automated sleep scoring by a compact neural network with distributional shift correction

Zeke Barger, Charles G. Frye, [ ... ], Kristofer E. Bouchard

Efficient feature selection and classification for microarray data

Zifa Li, Weibo Xie, Tao Liu

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