[data request] A Large-Scale CT and PET/CT Dataset for Lung Cancer Diagnosis (Lung-PET-CT-Dx)

[Erik-Tran]

• Name of dataset: A Large-Scale CT and PET/CT Dataset for Lung Cancer Diagnosis (Lung-PET-CT-Dx)
• URL of dataset: https://wiki.cancerimagingarchive.net/download/attachments/70224216/Lung-PET-CT-Dx-NBIA-manifest-07242020.tcia?api=v2, https://wiki.cancerimagingarchive.net/download/attachments/70224216/Lung-PET-CT-Dx-Annotations-XML-Files-rev07142020.zip?version=1&modificationDate=1594757790879&api=v2
• License of dataset: Creative Commons Attribution 3.0 Unported License
• Short description of dataset and use case(s): This data set consists of CT and PET-CT DICOM images of lung cancer subjects alongside XML Annotation files which highlight tumor location using boundary boxes. Images were retrospectively obtained from patients who received standard-of-care lung biopsy and PET/CT with suspicion of lung cancer. Patient DICOMS are categorized into Adenocarcinoma, Small Cell Carcinoma, Large Cell Carcinoma, and Squamous Cell Carcinoma. The locations of tumors in each DICOM have been annotated by 5 academic thoracic radiologists to make this dataset useful towards developing algorithms for medical diagnosis.

Folks who would also like to see this dataset in tensorflow/datasets, please thumbs-up so the developers can know which requests to prioritize.

And if you'd like to contribute the dataset (thank you!), see our guide to adding a dataset.

[fatma-hosni]

how much sample in dataset ?(number of patients or number of ct scan for every patient not number of images ) maybe patient have more than ct scan image ?

[Erik-Tran]

Ah, sorry for not specifying. There are 376 patients but their routines all varied and so are the number of CT scans for each patient. For the most part, it looks like every image is a CT slice.

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From: fatma-hosni notifications@github.com Sent: Tuesday, September 15, 2020 7:38:17 AM To: tensorflow/datasets datasets@noreply.github.com Cc: Erik Tran erik.tran@duke.edu; Author author@noreply.github.com Subject: Re: [tensorflow/datasets] [data request] A Large-Scale CT and PET/CT Dataset for Lung Cancer Diagnosis (Lung-PET-CT-Dx) (#2403)

how much sample in dataset ?(number of patients or number of ct scan for every patient not number of images ) maybe patient have more than ct scan image ?

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