Lovely Professional University Researchers Publish New Study Findings on Cancer Detection [Lightweight Advanced Deep Neural Network (DNN) Model for Early-Stage Lung Cancer Detection].

Researchers at Lovely Professional University in Punjab, India, have developed a new lightweight deep neural network (DNN) model for early-stage lung cancer detection. By combining two different types of deep neural networks and utilizing weakly supervised dense instance-level lung segmentation, the model showed high accuracy of 98.2% and effectively removed noise in lung nodule images. The proposed approach has the potential to improve medical image analysis accuracy and potentially save lives, according to the researchers. [Extracted from the article]