Identifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge

11 October 2020

Papers citing "Identifying Melanoma Images using EfficientNet Ensemble: Winning Solution to the SIIM-ISIC Melanoma Classification Challenge"

7 / 7 papers shown

Title
Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation B. Cassidy Christian Mcbride Connah Kendrick N. Reeves Joseph M Pappachan Shaghayegh Raad Moi Hoon Yap 43 0 0 07 Mar 2025
Transformer-based interpretable multi-modal data fusion for skin lesion classification Theodor Cheslerean-Boghiu Melia-Evelina Fleischmann Theresa Willem Tobias Lasser ViT MedIm AI4CE 24 2 0 03 Apr 2023
Does progress on ImageNet transfer to real-world datasets? Alex Fang Simon Kornblith Ludwig Schmidt VLM 23 34 0 11 Jan 2023
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases Futian Weng Yuanting Ma J. Sun Shijun Shan Qiyuan Li Jianping Zhu Yang Wang Yan Xu 34 0 0 20 Nov 2022
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification P. Bevan Amir Atapour-Abarghouei MU 51 18 0 20 Sep 2021
Morphological Classification of Galaxies in S-PLUS using an Ensemble of Convolutional Networks N. M. Cardoso G. B. O. Schwarz L. O. Dias C. R. Bom L. Sodré C. Mendes de Oliveira 25 0 0 05 Jul 2021
Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification Zhuoning Yuan Yan Yan Milan Sonka Tianbao Yang AI4TS MedIm OOD 16 118 0 06 Dec 2020