A Survey of Crowdsourcing in Medical Image Analysis

A Survey of Crowdsourcing in Medical Image Analysis

25 February 2019

Panagiotis Mavridis

Veronika Cheplygina

Papers citing "A Survey of Crowdsourcing in Medical Image Analysis"

13 / 13 papers shown

Title
Crowdsourced human-based computational approach for tagging peripheral blood smear sample images from Sickle Cell Disease patients using non-expert users José María Buades Rubio Gabriel Moyà Alcover Antoni Jaume-i-Capó N. Petrovic 36 1 0 13 Jan 2025
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 29 0 0 15 Jan 2024
Augmenting Chest X-ray Datasets with Non-Expert Annotations Veronika Cheplygina Cathrine Damgaard Dovile Juodelyte Veronika Cheplygina Amelia Jiménez-Sánchez 62 3 0 05 Sep 2023
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 29 26 0 24 Aug 2022
Labeling instructions matter in biomedical image analysis Tim Radsch Annika Reinke V. Weru M. Tizabi Nicholas Schreck A. Emre Kavur Bunyamin Pekdemir T. Ross A. Kopp-Schneider Lena Maier-Hein 39 53 0 20 Jul 2022
Weak Supervision for Affordable Modeling of Electrocardiogram Data Mononito Goswami Benedikt Boecking A. Dubrawski 41 16 0 09 Jan 2022
Terabyte-scale supervised 3D training and benchmarking dataset of the mouse kidney W. Kuo D. Rossinelli G. Schulz R. Wenger S. Hieber B. Müller V. Kurtcuoglu 26 8 0 04 Aug 2021
Label noise in segmentation networks : mitigation must deal with bias Eugene Vorontsov Samuel Kadoury NoLa 42 19 0 05 Jul 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 47 74 0 18 Feb 2021
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 40 5 0 02 Jul 2020
EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control Christian Marzahl Marc Aubreville C. Bertram Jennifer K. Maier Christian Bergler Christine Kröger J. Voigt Katharina Breininger R. Klopfleisch Andreas Maier 29 33 0 30 Apr 2020
Learning to segment images with classification labels Ozan Ciga Anne L. Martel VLM 29 25 0 28 Dec 2019
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 406 10,675 0 19 Feb 2017