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Machine learning

Automated retinal disease classification using deep learning and AlexNet with statistical models analysis

El-Sayed M. Elkenawy, Nima Khodadadi, [ ... ], Marwa M. Eid

Integrative multi-omics and network-based machine learning for early diagnosis of Parkinson’s disease

Wei Liu, Lina Xu, Xuejing Wang, Jiuqi Wang

Research on the establishment of a four-classification model for breast mass ultrasound images based on transfer learning

Jinlao Li, Bo Zhao, [ ... ], ShuYu Zhou

A fusion sparse learning algorithm for fault identification of rolling bearings

Yefeng Liu, Jingjing Liu, [ ... ], Qichun Zhang

An intrinsic dynamics capture network for long-term airspace traffic prediction

Bo Liu, Weizhen Tang, Zhousheng Huang

Mung bean seed classification based on multimodal features and Kepler-optimized stacking ensemble learning model

Shaozhong Song, Fengwei Leng, [ ... ], Yaxin Cai

Research on an intelligent drilling parameter optimization method using sliding window segmentation based on the hydraulic-mechanical specific energy model

Wei Li, Yapeng Liu, [ ... ], Ullah Zain

Effects of drying processes on the chemical and physical properties of safflower: Towards a multidimensional quality evaluation model

Juan Li, Rui Wang, [ ... ], Jin Pei

Benchmarking machine learning for bowel sound pattern classification – From tabular features to pretrained models

Zahra Mansour, Verena Nicole Uslar, [ ... ], Nils Strodthoff

From data to decisions: Predicting inpatient burn mortality with advanced classification models

Yasin Sabet Kouhanjani, Mohammad Sattari, Asghar Ehteshami

A visualization-supported, hierarchical, action-learning model for driving behavior in a V2X environment

Xuantong Wang, Jing Li, Jecca Bowen

Predicting the frequency of positive laboratory submissions for porcine reproductive and respiratory syndrome in Ontario, Canada, using autoregressive integrated moving average, exponential smoothing, random forest, and recurrent neural network

Tatiana Petukhova, Maria Spinato, [ ... ], Zvonimir Poljak

Exploring the molecular link between obstructive sleep apnea and interstitial cystitis/bladder pain syndrome: A bioinformatics and machine learning study

Yang Xu, Fei Jiang, [ ... ], Ren-Hu Li

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