Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging

7 March 2024

Papers citing "Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging"

5 / 5 papers shown

Title
Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction Yucheng Lu Shunxin Wang Dovile Juodelyte V. Cheplygina MedIm 34 0 0 14 Apr 2025
SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild Jannik Elsäßer Laura Weihl Veronika Cheplygina Lisbeth Tangaa Nielsen 84 0 0 20 Dec 2024
Mask of truth: model sensitivity to unexpected regions of medical images Théo Sourget Michelle Hestbek-Møller Amelia Jiménez-Sánchez Jack Junchi Xu V. Cheplygina AAML 80 0 0 05 Dec 2024
Exploring connections of spectral analysis and transfer learning in medical imaging Yucheng Lu Dovile Juodelyte Jonathan Victor V. Cheplygina 52 1 0 16 Jul 2024
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 312 36,381 0 25 Aug 2016