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MedPage Today on MSN3d
Is Lung Cancer Screening as Effective Without Risk-Based Selection?
Overall, the one-time LDCT diagnostic performance in the non-risk-based screening population had a sensitivity of 96.6%, a ...
AI analyzes chest radiographs to quickly shortlist potential matches in forensic cases
An interdisciplinary team comprising faculty and doctoral students from the Department of Anthropology and Computer Science ...
IEEE3d
PViTGAtt-IP: Severity Quantification of Lung Infections in Chest X-rays and CT Scans via Parallel and Cross-Attended Encoders
Indeed, both chest X-rays (CXR) and CT scans have been widely studied for the diagnosis, detection and quantification of pneumonia. In this paper, a novel approach (PViTGAtt-IP) based on a parallel ...
GitHub6d
Chest Disease Detection Using CNNs and Weighted Binary Cross Entropy Loss Based on Chest X-Ray Images
This project aims to address the challenge of imbalanced medical datasets in the detection of thoracic diseases using chest X-ray images. The imbalance, where the number of samples in the disease ...
GitHub6d
README.md
These are the percentages of each disease in the dataset: These are the number of positive and negative cases for each disease, which shows how imbalanced the dataset is: These are the distributions ...