SW-UNet: a U-Net fusing sliding window transformer block with CNN for segmentation of lung nodules

J Ma, G Yuan, C Guo, X Gang, M Zheng - Frontiers in Medicine, 2023 - frontiersin.org
Medical images are information carriers that visually reflect and record the anatomical
structure of the human body, and play an important role in clinical diagnosis, teaching and …

Detection of COVID disease from CT scan images using CNN model

P Tumuluru, P Srinivas… - … and Smart Energy …, 2022 - ieeexplore.ieee.org
The world is affected by an existential global health crisis called the COVID-19 pandemic.
Countries like the United States, India and Russia are still having and gaining positive …

An improved attention mechanism based YOLOv4 structure for lung nodule detection

D Wu, T Lu, X Li - 2022 IEEE Intl Conf on Dependable …, 2022 - ieeexplore.ieee.org
In order to detect early lung cancer and improve the detection accuracy of pulmonary
nodules detection in CT images, we propose an improved attention mechanism-based …

Lung Cancer Detection using CT Scans: Image Processing through Deep Learning-A Review

V Asha, K Bhavanishankar - 2023 8th International Conference …, 2023 - ieeexplore.ieee.org
Lung cancer being one of the catastrophic diseases is haunting mankind from past seven
decades. Unfortunately, early detection of lung cancer is unlikely, hence leading to highest …

A Novel Deep Learning Assisted Lung Nodule Identification Mechanism with Intelligent Image Processing Principles

P Senthil, VS Pandi, D Shobana… - … Conference on Self …, 2023 - ieeexplore.ieee.org
Lung cancer has the greatest fatality rate of all cancers. Due to its efficacy, chest CT has
become standard practice for lung cancer screening and diagnosis. Radiologists have a …

Classification of Lung Cancer Using Deep Learning

V Nemade, S Patil, V Fegade - International Conference on Energy …, 2022 - Springer
Lung cancer claims a significant amount of lives every year, not only is it tough to treat, the
treatment is extremely ineffective and expensive if given in the latter stages of it. This …

Deep Learning: Convolutional Neural Networks for lung cancer detection and classification

IP Garcia - 2023 - repositorio.unipampa.edu.br
Lung cancer is a disease caused by uncontrollable tissue growth in the lungs. This kind of
malignant tumor has become the cancer with the highest mortality rate worldwide …

Diagnosis of Pulmonary Nodules using Multi? Size Multi-Branch 3D-CNN Architecture

N Dasari, BVR Reddy - NeuroQuantology, 2022 - search.proquest.com
Early prediction of lung cancer is very crucial now-a-days. 3D-CNN are widely used to
extract dominant features from the given medical images. So, in this paper we designed a …