Each scan was reconstructed into 6 image settings using various combinations of three slice thicknesses (1.25mm, 2.5mm, 5mm) and two reconstruction kernels (lung, standard; GE CT equipment), which spans a wide range of CT imaging reconstruction parameters commonly used in lung cancer clinical ...
Lung and Colon Cancer Histopathological Image Dataset (LC25000). arXiv:1912.12142v1 [eess.IV], 2019 Dataset BibTeX @article{,title= {LC25000 Lung and colon histopathological image dataset},keywords= {cancer,histopathology},author= {Andrew A. Borkowski, Marilyn M. Bui, L. Brannon Thomas, ...
Lung cancer is the leading cause of cancer-associated mortality worldwide1. Here we analysed 1,644 tumour regions sampled at surgery or during follow-up from the first 421 patients with non-small cell lung cancer prospectively enrolled into the TRACERx s
especially cancer pathology. Even more scarce are ML-ready image datasets. To address this need, we created an image dataset (LC25000) with 25,000 color images in 5 classes. Each class contains 5,000 images of the following histologic entities: colon adenocarcinoma, benign colonic tissue, lung...
Lung cancer is a leading cause of cancer deaths and imposes an enormous economic burden on patients. It is important to develop an accurate risk assessment model to determine the appropriate treatment for patients after an initial lung cancer diagnosis. The Cox proportional hazards model is mainly ...
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 ...
we have demonstrated that our model was able to detect lungs containing cancer on low dose CTs with a robust AUC of 0.96 in the test and 0.98 in the external validation datasets. Additionally, we evaluated the performance of a published 3D U-net-based approach on our validation dataset, wher...
A complete understanding of how exposure to environmental substances promotes cancer formation is lacking. More than 70 years ago, tumorigenesis was proposed to occur in a two-step process: an initiating step that induces mutations in healthy cells, f
Although there are medical image datasets available, more image datasets are needed from a variety of medical entities, especially cancer pathology. Even more scarce are ML-ready image datasets. To address this need, we created an image dataset (LC25000) with 25,000 color images in 5 classes....
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123". notebookpaperjupyter-notebookpytorchmedical-imagingyololung-cancer-detectiondata-augmentationaugmentationmedical-image-pro...