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Machine learning

Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data

Aaron J. Masino, Mary Catherine Harris, [ ... ], Robert W. Grundmeier

High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: Application to invasive breast cancer detection

Angel Cruz-Roa, Hannah Gilmore, [ ... ], Fabio González

Forecasting future Humphrey Visual Fields using deep learning

Joanne C. Wen, Cecilia S. Lee, [ ... ], Aaron Y. Lee

Question classification based on Bloom’s taxonomy cognitive domain using modified TF-IDF and word2vec

Manal Mohammed, Nazlia Omar

Fully convolutional network for rice seedling and weed image segmentation at the seedling stage in paddy fields

Xu Ma, Xiangwu Deng, [ ... ], Xupo Xing

Structure-Based Prediction of Asparagine and Aspartate Degradation Sites in Antibody Variable Regions

Jasmin F. Sydow, Florian Lipsmeier, [ ... ], Hubert Kettenberger

A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data

David Stephens, Markus Diesing

Morphology-Based Prediction of Osteogenic Differentiation Potential of Human Mesenchymal Stem Cells

Fumiko Matsuoka, Ichiro Takeuchi, [ ... ], Ryuji Kato

Robust and generalizable embryo selection based on artificial intelligence and time-lapse image sequences

Jørgen Berntsen, Jens Rimestad, [ ... ], Mikkel Fly Kragh

Predicting potential drug-drug interactions on topological and semantic similarity features using statistical learning

Andrej Kastrin, Polonca Ferk, Brane Leskošek

Real-Time State Estimation in a Flight Simulator Using fNIRS

Thibault Gateau, Gautier Durantin, [ ... ], Frederic Dehais

Automatic Classification of Early Parkinson's Disease with Multi-Modal MR Imaging

Dan Long, Jinwei Wang, [ ... ], Minming Zhang

Combined Evaluation of FDG-PET and MRI Improves Detection and Differentiation of Dementia

Juergen Dukart, Karsten Mueller, [ ... ], Matthias L. Schroeter

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