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Machine learning

Early warning model and prevention of regional financial risk integrated into legal system

Yanyu Zhuang, Hua Wei

Machine learning-based predictive model for prevention of metabolic syndrome

Hyunseok Shin, Simon Shim, Sejong Oh

DORIS: Personalized course recommendation system based on deep learning

Yinping Ma, Rongbin Ouyang, [ ... ], Chun Fan

Predicting congenital syphilis cases: A performance evaluation of different machine learning models

Igor Vitor Teixeira, Morgana Thalita da Silva Leite, [ ... ], Patricia Takako Endo

Institutions and the resource curse: New insights from causal machine learning

Roland Hodler, Michael Lechner, Paul A. Raschky

Ensemble learning-based radiomics with multi-sequence magnetic resonance imaging for benign and malignant soft tissue tumor differentiation

Seungeun Lee, So-Yeon Lee, [ ... ], Yang-Guk Chung

The effect of seasonality in predicting the level of crime. A spatial perspective

Rosario Delgado, Héctor Sánchez-Delgado

Integrating machine learning with otolith isoscapes: Reconstructing connectivity of a marine fish over four decades

Kohma Arai, Martin Castonguay, Vyacheslav Lyubchich, David H. Secor

Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer

Liisa Petäinen, Juha P. Väyrynen, [ ... ], Teijo Kuopio

Improvement of predictive accuracies of functional outcomes after subacute stroke inpatient rehabilitation by machine learning models

Yuta Miyazaki, Michiyuki Kawakami, [ ... ], Tetsuya Tsuji

Assessing the potential of polygenic scores to strengthen medical risk prediction models of COVID-19

Aldo Córdova-Palomera, Csaba Siffel, [ ... ], Sandor Szalma

A divide and conquer approach to maximise deep learning mammography classification accuracies

Adam Jaamour, Craig Myles, [ ... ], David Harris-Birtill

The analysis of infrared high-speed motion capture system on motion aesthetics of aerobics athletes under biomechanics analysis

Yaoyu Qiu, Yingrong Guan, Shuang Liu

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