we compute the overall accuracy (Acc) and area under the receiver operating characteristic curve (AUC) for the multi-class classification tasks in the datasets of ColonPath, NeoJaundice, and Retino, and the mean average precision (mAP) and AUC for the multi-label classification tasks...
They looked at how well the proposed model performed in comparison to BM3D, DnCNN, and NLRN, all of which are considered to be state-of-the-art denoising techniques. They evaluated the performance of the models using the peak signal-to-noise ratio (PSNR) and the structural similarity index ...
Neptune facilitates teamwork, infrastructure management, models comparison and reproducibility. steppy Lightweight, Python library for fast and reproducible machine learning experimentation. Introduces very simple interface that enables clean machine learning pipeline design. steppy-toolkit Curated collection of ...
A lack of robust technical validation of real-world walking speed measurements has prevented the adoption of walking speed derived from wearable devices as a clinical endpoint for interventional trials7,22,23. Technical validation requires the comparison of DMOs quantified from a wearable device with D...
We've gone to great lengths to adhere to theRealWorldcommunity style guides & best practices. This codebase has about 1000 lines of source code that can be gziped to 20K. See a comparison fromA Real-World Comparison of Front-End Frameworks with Benchmarks (2019 Update). ...
A comparison of performance between a deep learning model with residents for localization and classification of intracranial hemorrhage Article Open access 20 June 2023 Impact of a deep learning-based brain CT interpretation algorithm on clinical decision-making for intracranial hemorrhage in the emergen...
Paper mapNavigationTurn-by-turn (TBT) route guidance technology installed on mobile phones is very popular among car drivers for wayfinding purposes. Previous studies examined their effect on spatial knowledge predominantly on pedestrians or in virtual environments. Drivers' spatial knowledge was ...
The RMST is computed as the area under the survival curve up to the time point (t) and, therefore, the comparison measures the difference and ratio of RMST between treated and untreated patients. The interpretation of the curve is straightforward, representing each time point (t) the ...
Breast cancer is the most common malignant disease worldwide, with over 2.26 million new cases in 2020. Its diagnosis is determined by a histological review of breast biopsy specimens, which can be labor-intensive, subjective, and error-prone. Artificial
Furthermore, we propose a real-time path planning algorithm based on TTE comparison via information collection to avoid traffic congestion. We verify the complexity and redundancy of our proposed real-time information sharing mechanism via C. Moreover, we perform extensive simulations in VanetMobiSim ...