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Machine learning

FEDI-CODE: A federated and causally-informed framework for dementia risk prediction using multi-site patient data

Mohammad Moniruzzaman, Md Shahab Uddin, [ ... ], Ashifur Rahman

Identification of key predictors of postmenopausal osteoporosis from routine clinical indicators using explainable machine learning

Yang Guo, Shuai Jiang, [ ... ], Kok-Yong Chin

Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

A lightweight hybrid deep learning approach for fashion mnist classification with explainable attention visualization

Hafeez Ahmad, Tahira Anwar Lashari, [ ... ], Farzana Jabeen

Dual chaotic encryption method for wireless communication privacy data based on deep learning

Hongbo Yu

Evaluating machine learning algorithms at predicting developmental trajectories using sequential dataset truncation of voluntary alcohol consumption in adolescent mice

Nathan Yu, Steven Buyske, Uthman Qureshi, Lei Yu

Machine learning-based seasonal SMAP soil moisture retrieval integrating MODIS drought indices: A case study of the Wujiang River Basin

Ju Zhao, Hanyu Lu, Pengfei Qu, Yongyi Yuan

Artificial intelligence in the diagnosis of deep vein thrombosis: A scoping review

Teresa Chen, Ranita Hisham Shunmugam, [ ... ], Kwan Hoong Ng

RGB-based visual encoding of vibration data for gearbox fault diagnosis using U-Net segmentation model

İrfan Kiliç, Gülşah Karaduman, Beyda Tasar, Orhan Yaman

Identifying policy-relevant traffic crash risk factors in Cheongju, South Korea using logistic regression and explainable machine learning

Eun-Ji Lee, Sua Kim, Hyun-Ji Lee, Jae-Hwan Jhong

Non-linear impact mechanisms of multi-modal urban traffic on air quality: An interpretable machine learning study for sustainable policy making

Jinghui Hou, Jun Wang, Xiaogang Guo

GARN3: A coarse-grained helix centered technique for RNA 3D structures prediction

Jhonatan Silva, Johanne Cohen, Daniel Cordeiro

Traffic condition prediction for highway within work zones under dynamic traffic organization changes

Feiping Xu, Bohan Liu, [ ... ], Chengcheng Wang

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