CheXpert dataset

doi:doi:10.57702/mmzm1ko2

CheXpert dataset

Chest radiography is a relatively cheap, widely available medical procedure that conveys key information for making diagnostic decisions. Chest X-rays are frequently used in the diagnosis of respiratory diseases such as pneumonia or COVID-19.

BibTex:

@dataset{Pranav_Rajpurkar_and_Jeremy_Irvin_and_Kaylie_Zhu_and_Brandon_Yang_and_Hershel_Mehta_and_Tony_Duan_and_Daisy_Ding_and_Aarti_Bagul_and_Curtis_Langlotz_and_Bhavik_N_Patel_and_Kristen_W_Yeom_and_Katie_Shpanskaya_and_Francis_G_Blankenberg_and_Jayne_Seekins_and_Timothy_J_Amrhein_and_David_A_Mong_and_Safwan_S_Halabi_and_Evan_J_Zucker_and_Andrew_Y_Ng_and_Matthew_P_Lungren_2024,
    abstract = {Chest radiography is a relatively cheap, widely available medical procedure that conveys key information for making diagnostic decisions. Chest X-rays are frequently used in the diagnosis of respiratory diseases such as pneumonia or COVID-19.},
    author = {Pranav Rajpurkar and Jeremy Irvin and Kaylie Zhu and Brandon Yang and Hershel Mehta and Tony Duan and Daisy Ding and Aarti Bagul and Curtis Langlotz and Bhavik N Patel and Kristen W Yeom and Katie Shpanskaya and Francis G Blankenberg and Jayne Seekins and Timothy J Amrhein and David A Mong and Safwan S Halabi and Evan J Zucker and Andrew Y Ng and Matthew P Lungren},
    doi = {10.57702/mmzm1ko2},
    institution = {No Organization},
    keyword = {'COVID-19', 'chest X-ray', 'chest radiographs', 'chest radiography', 'chest x-ray', 'computed tomography', 'deep learning', 'disease classification', 'disease diagnosis', 'labelled dataset', 'localization', 'magnetic resonance imaging', 'medical imaging', 'pneumonia', 'uncertainty labels'},
    month = {dec},
    publisher = {TIB},
    title = {CheXpert dataset},
    url = {https://service.tib.eu/ldmservice/dataset/chexpert-dataset},
    year = {2024}
}