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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

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

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

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

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

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

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

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

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

Reliability of Resting-State Microstate Features in Electroencephalography

Arjun Khanna, Alvaro Pascual-Leone, Faranak Farzan

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

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

Sentiment analysis of hotel online reviews using the BERT model and ERNIE model—Data from China

Yu Wen, Yezhang Liang, Xinhua Zhu

Efficient feature selection and classification for microarray data

Zifa Li, Weibo Xie, Tao Liu

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