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Machine learning

A facial expression recognition network using hybrid feature extraction

Dandan Song, Chao Liu

Radiologist observations of computed tomography (CT) images predict treatment outcome in TB Portals, a real-world database of tuberculosis (TB) cases

Gabriel Rosenfeld, Andrei Gabrielian, [ ... ], Alex Rosenthal

Using machine learning to determine the shared and unique risk factors for marijuana use among child-welfare versus community adolescents

Sonya Negriff, Bistra Dilkina, Laksh Matai, Eric Rice

Supervised and unsupervised learning to classify scoliosis and healthy subjects based on non-invasive rasterstereography analysis

Tommaso Colombo, Massimiliano Mangone, [ ... ], Laura Palagi

Novel approach to continuous adventitious respiratory sound analysis for the assessment of bronchodilator response

Manuel Lozano-García, José Antonio Fiz, [ ... ], Raimon Jané

Automated algorithms combining structure and function outperform general ophthalmologists in diagnosing glaucoma

Leonardo Seidi Shigueoka, José Paulo Cabral de Vasconcellos, [ ... ], Vital Paulino Costa

Combining signal and sequence to detect RNA polymerase initiation in ATAC-seq data

Ignacio J. Tripodi, Murad Chowdhury, Margaret Gruca, Robin D. Dowell

The efficacy of machine learning models in lung cancer risk prediction with explainability

Refat Khan Pathan, Israt Jahan Shorna, [ ... ], Zuhal Y. Hamd

Crop loss identification at field parcel scale using satellite remote sensing and machine learning

Santosh Hiremath, Samantha Wittke, [ ... ], Hiroshi Mamitsuka

Rigid geometry solves “curse of dimensionality” effects in clustering methods: An application to omics data

Shun Adachi

A method for rapid machine learning development for data mining with doctor-in-the-loop

Neva J. Bull, Bridget Honan, Neil J. Spratt, Simon Quilty

Trend-following with better adaptation to large downside risks

Teruko Takada, Takahiro Kitajima

Evidence of emotion-antecedent appraisal checks in electroencephalography and facial electromyography

Eduardo Coutinho, Kornelia Gentsch, [ ... ], Björn W. Schuller

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