Quantitative imaging biomarkers (QIB) are increasingly used in clinical research to advance precision medicine approaches in oncology. Computed tomography (CT) is a modality of choice for cancer diagnosis, prognosis, and response assessment due to its re
This project establishes the first lung cancer dataset in Tunisia, utilizing DICOM CT scans from 123 Tunisian patients. The dataset, annotated by experienced radiologists, includes diverse forms of lung cancer at various stages. Using transfer learning with pre-trained 3D Res...
The work in this research focuses on the automatic classification and prediction of lung cancer using computed tomography (CT) scans, employing Deep Learning (DL) strategies, specifically Enhanced Convolutional Neural Networks (CNNs), to enable rapid and accurate image analysis. This research designed...
机器学习_LungCancerDataSet（肺癌数据集）Lung Cancer Data Set(肺癌数据集)数据摘要：Lung cancer data; no attribute definitions 中⽂关键词：机器学习,肺癌,分类,多变量,UCI,英⽂关键词：Machine Learning,Lung Cancer,Classification,MultiVarite,UCI,数据格式：TEXT 数据⽤途：This data is used for ...
16 We applied the cGAN model to predict the risk of developing lung cancer in the MDA-SCREENING set (n = 122). We divided this dataset into two subsets. The first subset includes CT scans from patients who developed lung cancer within 1 year vs. patients who were diagnosed with lung ...
"AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets." arXiv preprint arXiv:2405.04605 (2024). Citation Dataset- Duke Lung A. Wang, F. I. TUSHAR, M. R. Harowicz, K. J. Lafata, T. D. Tailorand J. Y. Lo, “Duke Lu...
Among all, lung cancer is most predominant having high death rate. Hence this is most important and a lot of research is going on and to identify lung cancer CT (Computed Tomography) scanned images are used. They provide a picture detailed with growth of tumor and tracks its growth in ...
The dimensions of each CT scan in the dataset were 512×512×n, with n being the number of axial scans. The ROIs were identified according to the coordinates in the annotation’s file. The annotations were in Cartesian coordinates and were converted to Voxel coordinates, using SimpleITK library...
Lung cancer is considered more serious among other prevailing cancer types. One of the reasons for it is that it is usually not diagnosed until it has spread and by that time it becomes very difficult to treat. Early detection of lung cancer can signific
deep-learningsemi-supervised-learninglung-cancer-detectiongenerative-adversarial-networksdata-science-bowl-2017u-netluna16 UpdatedJul 21, 2018 JavaScript A novel pipeline for detecting lung cancer from CT scan images. computer-visiondeep-learningimage-processinglung-cancer-detection ...