QUBIQ

doi:doi:10.57702/wkhgvuek

QUBIQ

The QUBIQ dataset is a multi-rater, multi-center, multi-modality dataset that includes both 2D and 3D segmentation tasks. It features various modalities such as MRI and CT; various organs such as the brain, prostate, kidney, and pancreas; and different image dimensions 2D-vs-3D.

BibTex:

@dataset{Hongwei_Bran_Lia_and_Fernando_Navarro_and_Ivan_Ezhova_and_Amirhossein_Bayata_and_Dhritiman_Das_and_Florian_Kofler_and_Suprosanna_Shita_and_Diana_Waldmannstetter_and_Johannes_C_Paetzold_and_Xiaobin_Hua_and_Benedikt_Wiestler_and_Lucas_Zimmer_and_Tamaz_Amiranashvili_and_Chinmay_Prabhakar_and_Christoph_Berger_and_Jonas_Weidner_and_Michelle_Alonso-Basanta_and_Arif_Rashid_and_Ujjwal_Baid_and_Wesam_Adel_and_Deniz_Alis_and_Bhakti_Baheti_and_Yingbin_Bai_and_Ishaan_Bhatt_and_Sabri_Can_Cetindag_and_Wenting_Chen_and_Li_Cheng_and_Prasad_Dutander_and_Lara_Dular_and_Mustafa_A_Elattar_and_Ming_Feng_and_Shengbo_Gao_and_Henkjan_Huisman_and_Weifeng_Hu_and_Shubham_Innani_and_Wei_Ji_and_Davood_Karimi_and_Hugo_J_Kuijf_and_Jin_Tae_Kwak_and_Hoang_Long_Le_and_Xiang_Li_and_Huiyan_Lin_and_Tongliang_Liu_and_YingLin_Zhang_and_Jiachen_Zhao_and_Yefeng_Zheng_and_Martin_Zukovec_and_Richard_Dog_and_Anton_Beckerg_and_Amber_Simpson_and_Ender_Konukogluf_and_Andras_Jakabd_and_Spyridon_Bakasn_and_Leo_Joskowiczaw_and_Bjoern_Menzec_2024,
    abstract = {The QUBIQ dataset is a multi-rater, multi-center, multi-modality dataset that includes both 2D and 3D segmentation tasks. It features various modalities such as MRI and CT; various organs such as the brain, prostate, kidney, and pancreas; and different image dimensions 2D-vs-3D.},
    author = {Hongwei Bran Lia and Fernando Navarro and Ivan Ezhova and Amirhossein Bayata and Dhritiman Das and Florian Kofler and Suprosanna Shita and Diana Waldmannstetter and Johannes C. Paetzold and Xiaobin Hua and Benedikt Wiestler and Lucas Zimmer and Tamaz Amiranashvili and Chinmay Prabhakar and Christoph Berger and Jonas Weidner and Michelle Alonso-Basanta and Arif Rashid and Ujjwal Baid and Wesam Adel and Deniz Alis and Bhakti Baheti and Yingbin Bai and Ishaan Bhatt and Sabri Can Cetindag and Wenting Chen and Li Cheng and Prasad Dutander and Lara Dular and Mustafa A. Elattar and Ming Feng and Shengbo Gao and Henkjan Huisman and Weifeng Hu and Shubham Innani and Wei Ji and Davood Karimi and Hugo J. Kuijf and Jin Tae Kwak and Hoang Long Le and Xiang Li and Huiyan Lin and Tongliang Liu and YingLin Zhang and Jiachen Zhao and Yefeng Zheng and Martin Zukovec and Richard Dog and Anton Beckerg and Amber Simpson and Ender Konukogluf and Andras Jakabd and Spyridon Bakasn and Leo Joskowiczaw and Bjoern Menzec},
    doi = {10.57702/wkhgvuek},
    institution = {No Organization},
    keyword = {'Human Preference', 'Medical Image Segmentation', 'Multi-annotated datasets', 'Multiple Annotators', 'QUBIQ', 'medical image segmentation', 'multi-center', 'multi-modality', 'multi-rater', 'uncertainty quantification'},
    month = {dec},
    publisher = {TIB},
    title = {QUBIQ},
    url = {https://service.tib.eu/ldmservice/dataset/qubiq},
    year = {2024}
}