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Open access Sep 2026

A Modular, 3D-Printed, and Cost-Effective Near-Infrared Spectrometer with Machine Learning for Commodity Plastic Identification

Efficient segregation of post-consumer plastics remains a critical challenge in achieving a sustainable circular economy because current sorting technologies are limited in cost, adaptability, and accessibility for community-level use. This study presents the development of a modular, cost-effective, and 3D-printed tra...

W. Tan, Z. .. Ariff, A. Rusli et al. · 0 citations
Open access Sep 2026

The value of machine learning models in predicting lung metastasis in papillary thyroid carcinoma

Objective To construct a machine learning (ML) model to predict the risk of lung metastasis in papillary thyroid carcinoma (PTC). Methods This retrospective study included 681 PTC patients who received radioactive iodine (RAI) treatment for the first time. Among them, 71 patients were diagnosed with lung metastasis (10...

Hai-Qing Zhu, W. Tan, Yuan-Qi Zheng et al. · 0 citations

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