[HTML][HTML] A scoping review of deep learning approaches for lung cancer detection using chest radiographs and computed tomography scans

MN Nguyen - Biomedical Engineering Advances, 2024 - Elsevier
Lung cancer remains the most lethal cancer, primarily due to late diagnoses. Thus, early
detection of lung cancer is critical to improving patient outcomes. While conventional …

KD_ConvNeXt: knowledge distillation-based image classification of lung tumor surgical specimen sections

Z Zheng, H Yao, C Lin, K Huang, L Chen, Z Shao… - Frontiers in …, 2023 - frontiersin.org
Introduction: Lung cancer is currently among the most prevalent and lethal cancers in the
world in terms of incidence and fatality rates. In clinical practice, identifying the specific …

Reducing the False Positive Rate Using Bayesian Inference in Autonomous Driving Perception

G Melotti, JJS Bastos, BLS da Silva, T Zanotelli… - arXiv preprint arXiv …, 2023 - arxiv.org
Object recognition is a crucial step in perception systems for autonomous and intelligent
vehicles, as evidenced by the numerous research works in the topic. In this paper, object …

Performance Comparison of Deep Learning Methods for Lung Nodule Benign and Malignancy Classification

KS Bhagwat… - 2024 11th International …, 2024 - ieeexplore.ieee.org
Today, lung tumors is the major cause of malignancy death. Doctors use the CT scan, x-ray,
and manual method for lung nodule detection and diagnosis. However, such methods fail to …

A Comparative Study on Lung Nodule Detection: 3D CNN vs Vision Transformer

SP Fauzya, I Ardiyanto… - 2024 8th International …, 2024 - ieeexplore.ieee.org
Early detection of lung cancer is essential to reduce mortality. CT scans are an effective
imaging technique for detecting lung cancer but often produce false positives that can lead …

Lung Nodule Classification Using Deep Learning Algorithms and Feature Fusion

K Bhagwat, DR Thirupurasundari - 2024 - researchsquare.com
Today, lung cancer is the major cause of cancer death. Doctors use the CT scan and manual
method for lung nodule detection and diagnosis. However such methods fail to correctly …

[PDF][PDF] A New Method of Lung Nodule Detection in CT Scans using 3D U-Net Convolutional Neural Network

CY Ri, KI Sung, SJ Ri, YJ Kim… - International Journal of …, 2023 - researchgate.net
-------------------------------------------------------------------ABSTRACT-------------------------------------------
--------------------Automatic detection of lung nodules in CT scans has attracted significant …

[引用][C] False Positive Reduction in Pulmonary Cancer Detection Based on GPT-4V

Y Luo, H Hooshangnejad, X Feng, G Huang, R Zhang… - Medical Imaging with Deep …, 2024