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Linear discriminant analysis

Toward evidence-based prescription of prosthetic ankle-foot devices: A multisite randomized crossover trial identifying performance-based, patient-reported, and biomechanical parameters sensitive to device type

Jason T. Maikos, Alexis N. Sidiropoulos, John M. Chomack, David V. Herlihy, Brad D. Hendershot, Alison L. Pruziner, Samuel L. Phillips, Jeffrey T. Heckman, Timothy E. Moore, Zoe Gibbs McBride, Jongwoo Choi, Christopher L. Dearth, The Prosthetic Foot Prescription Consortia , Leif M. Nelson

published 02 Jul 2026

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Explainable machine learning for predicting activities of daily living at discharge in stroke patients: A retrospective study using SHAP interpretability

Qian Ye, Guilin Fang, Liping Li, Qinggui Li, Yun Yang, Lingling Liu

published 02 Jul 2026

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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

published 22 Jun 2026

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Diagnostic performance of discriminant formulas and machine learning models for detecting β-thalassemia trait in Bangladesh

Rumana Mahtarin, Kasrina Azad, Rakib Bin Mahbub Talukder, Rynak Rahmat, Suzana Chowdhury Nitu, Arif Mahmud Howlader, Mohabbat Hossain, Mst. Sharmin Aktar Mukta, Mohammad Tanbir Habib, Abu Bakar Siddik, Nishat Sultana, Zannat Kawser, Umme Kulsum, Faisal Zainal Abedin, Nusrat Sultana, Md. Ahashan Habib, A. K. M. Ekramul Hossain, Farjana Akther Noor, Ahmad Zubair Mahdi, Muhammad Asaduzzaman, Emran Kabir Chowdhury, Md Rofiqur Rahman, Firdausi Qadri, Mst. Noorjahan Begum, A. H. M. Nurun Nabi

published 16 Jun 2026

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Hybrid feature-selection and diversity-guided stacking framework for interpretable ensemble learning: Application to COVID-19 mortality prediction

Farideh Mohtasham, Seyed Saeed Hashemi Nazari, Mohamad Amin Pourhoseingholi, Kaveh Kavousi, Mohammad Reza Zali

published 17 Apr 2026

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Discovery of a Roman Quarry for Pozzolanic aggregates in the Euganean Hills Magmatic District, Northeast Italy: A stepwise archaeometric approach

Simone Dilaria, Luigi Germinario, Claudio Mazzoli, Caterina Previato, Milo K. Pilgrim, Josiah Olah, Jacopo Nava, Jacopo Bonetto, Michele Secco

published 13 Apr 2026

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A computer vision approach for the grading of cotton base load ages in measuring the performance of washing machine

Shaojin Ma, Xue Bai, Yan Bai, Jiajia Shao

published 10 Apr 2026

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Discriminant spectrogram local descriptors for electrocardiography biometric authentication

Haiying Liu, Yuxin Shang, Haiyan Lin

published 27 Feb 2026

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Construction of a depression risk prediction model for hepatitis B patients based on machine learning strategy

Siyi Wang, Haoqi Liu, Chen Liang, Chui Kong, Jingchun Li, Min Wang, Kaiqiang Dong, Qianqi Wang, Dong Zhang, Rongjuan Guo

published 04 Feb 2026

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Morphological traits and microbiome diversity in the free-living nematodes Acrobeles complexus and Zeldia punctata

Ebrahim Shokoohi, Peter Masoko

published 30 Jan 2026

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Micro and macro structural brain plastic changes induced by sexual experience in male rats

Zacnite Mier-Quesada, Lorena Gaytán-Tocaven, Alberto Prado, Raúl G. Paredes

published 28 Oct 2025

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An exploratory study on predicting HER2-positive expression status of breast cancer using ultrasound radiomics combined with machine learning models

Xin-Ran Zhang, Sha-Sha Yuan, Jiao-Jiao Hu, Qing-Qing Chen, Yang-Jie Xiao, Ying-Fei Huang, Xiao-Qing Yu, Feng Lu, Yan Shen, Xiao-Hong Fu

published 23 Oct 2025

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Alterations in the gut microbiota of alcoholic cirrhosis patients infected with Clonorchis sinensis in the Pearl River Delta region of China

Aijun Huang, Minxuan Su, Shebin Zhang, Chanjing Zhao, Yanfen Luo, Yifei Long, Dongling Lin, Song Li, Cong Shen, Qiwei Li, Yimei Cai, Lina Wang, Jianping Liu, Cha Chen

published 21 Oct 2025

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