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"RealWaste: A Novel Real-Life Data Set for Landfill Waste Classificatio" by Sam Single, Saeid Iranmanesh et al.

The accurate classification of landfill waste diversion plays a critical role in efficient waste management practices. Traditional approaches, such as visual inspection, weighing and volume measurement, and manual sorting, have been widely used but suffer from subjectivity, scalability, and labour requirements. In contrast, machine learning approaches, particularly Convolutional Neural Networks (CNN), have emerged as powerful deep learning models for waste detection and classification. This pape...
Convolutional Neural Networks Convolution Neural Networks Deep Learning Landfill Waste Machine Learning Waste Management
Source: uow.edu.au

Deep learning algorithm enables accurate and fair prediction of post-liver transplant risk factors

1. A transformer deep learning algorithm is developed to determine accurate prediction of five major risk factors in patientsโ€™ post-liver transplantation 2. Fairness metric determined to refine algorithm to more equitably distribute liver transplants across demographics Evidence Rating Level: 2 (Good) Study Rundown: Liver transplantation is a life-saving procedure for patients with liver diseases. Yet,
Minute Medicine Inc United Network For Organ Sharing Rating Level Mayo End Stage Liver Disease United Network Organ Sharing

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