The Daily Pennsylvanian

From data analysis to pattern recognition: Here’s how Penn Medicine is using artificial intelligence

Across the University of Pennsylvania Health System, scientists are now using AI to enhance their understanding of biological systems and modern medicine.
Frontiers

PneuNet: A Lightweight Convolutional Neural Network with Multiscale Feature Fusion for Automated Pneumonia Detection from Chest X-Rays

The final, formatted version of the article will be published soon. Abstract : This paper presents PneuNet, our unique convolutional neural network (CNN) structured to improve pneumonia identification ...
IEEE

Hierarchical Pneumonia Detection in Chest X-Rays and CT Scan Volumes Using Vision Transformer CNN Architectures

Abstract: This research proposes a high-performance Transformer-CNN hybrid architecture for hierarchical pneumonia detection across multimodal radiological datasets, incorporating spatially rich ...
IEEE

A Hybrid CNN-RNN Model for Enhanced Pneumonia Detection using X-Ray Imaging

Abstract: This paper introduces a robust deep learning framework for the detection of pneumonia using chest X-ray images, emphasizing the integration of both spatial and temporal data for enhanced ...