Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)

13 October 2017

Konstantinos Liopyris

Papers citing "Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)"

50 / 214 papers shown

Title
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification Di Zhuang Keyu Chen Jerome Chang 14 16 0 25 Apr 2020
Debiasing Skin Lesion Datasets and Models? Not So Fast Alceu Bissoto Eduardo Valle Sandra Avila 21 54 0 23 Apr 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation Maryam Asadi-Aghbolaghi Reza Azad M. Fathy Sergio Escalera SSeg 20 60 0 10 Mar 2020
Meta Segmentation Network for Ultra-Resolution Medical Images Tong Wu Yuan Xie Yanyun Qu Bicheng Dai Shuxin Chen 27 5 0 19 Feb 2020
ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su Shiqi Wang Furong Huang 26 1 0 15 Feb 2020
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities Manu Goyal T. Knackstedt Shaofeng Yan Saeed Hassanpour 28 110 0 26 Nov 2019
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 21 98 0 20 Nov 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data N. Gessert M. Nielsen M. Shaikh R. Werner Alexander Schlaefer 24 256 0 09 Oct 2019
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis Xueying Shi Qi Dou Cheng Xue J. Qin Hao Chen Pheng-Ann Heng 39 38 0 05 Sep 2019
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation Utku Ozbulak Arnout Van Messem W. D. Neve MedIm AAML 20 60 0 30 Jul 2019
DSNet: Automatic Dermoscopic Skin Lesion Segmentation Md. Kamrul Hasan Lavsen Dahal P. Samarakoon F. I. Tushar Robert Martí Marly SSeg 18 148 0 09 Jul 2019
Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Alain Jungo M. Reyes UQCV 30 134 0 07 Jul 2019
SLSNet: Skin lesion segmentation using a lightweight generative adversarial network Md. Mostafa Kamal Sarker Hatem A. Rashwan Farhan Akram V. Singh Syeda Furruka Banu ... Kabir Ahmed Choudhury Sylvie Chambon Petia Radeva D. Puig M. Abdel-Nasser GAN MedIm 39 27 0 01 Jul 2019
Learning to Segment Skin Lesions from Noisy Annotations Z. Mirikharaji Yiqi Yan Ghassan Hamarneh 38 77 0 10 Jun 2019
Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images Wuyang Chen Ziyu Jiang Zhangyang Wang Kexin Cui Xiaoning Qian 17 151 0 15 May 2019
Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting N. Gessert T. Sentker F. Madesta Rüdiger Schmitz H. Kniep Ivo M. Baltruschat R. Werner Alexander Schlaefer 18 118 0 07 May 2019
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks Md. Zahangir Alom Theus H. Aspiras T. Taha V. Asari 21 44 0 25 Apr 2019
(De)Constructing Bias on Skin Lesion Datasets Alceu Bissoto Michel Fornaciali Eduardo Valle Sandra Avila 20 71 0 18 Apr 2019
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations Saeid Asgari Taghanaki Kumar Abhishek Shekoofeh Azizi Ghassan Hamarneh AAML 31 40 0 03 Mar 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 21 377 0 28 Feb 2019
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation Devansh Bisla A. Choromańska J. Stein D. Polsky R. Berman MedIm 28 17 0 16 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 29 200 0 15 Feb 2019
FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation Chaitanya Kaul S. Manandhar Nick E. Pears SSeg 27 129 0 08 Feb 2019
Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods Manu Goyal Amanda Oakley Priyanka Bansal Darren Dancey Moi Hoon Yap 13 8 0 02 Feb 2019
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge Md Ashraful Alam Milton 24 123 0 30 Jan 2019
Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification Cheng Xue Qi Dou Xueying Shi Hao Chen Pheng Ann Heng NoLa 24 104 0 23 Jan 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern H. Menze 33 990 0 13 Jan 2019
What evidence does deep learning model use to classify Skin Lesions? Xiaoxiao Li Junyan Wu Eric Z. Chen Hongda Jiang 19 9 0 02 Nov 2018
Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features P. Tschandl G. Argenziano M. Razmara J. Yap 27 69 0 22 Oct 2018
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms Amirreza Rezvantalab H. Safigholi Somayeh Karimijeshni 19 104 0 21 Oct 2018
A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation Nabila Abraham N. Khan SSeg MedIm 39 693 0 18 Oct 2018
A Multi-stage Framework with Context Information Fusion Structure for Skin Lesion Segmentation Yujiao Tang Feng Yang Shaofeng Yuan C. Zhan 28 42 0 16 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,371 0 19 Sep 2018
Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning Shunsuke Kitada Hitoshi Iyatomi 14 15 0 07 Sep 2018
Data Augmentation for Skin Lesion Analysis Fábio Perez C. N. Vasconcelos Sandra Avila Eduardo Valle MedIm 9 170 0 05 Sep 2018
WonDerM: Skin Lesion Classification with Fine-tuned Neural Networks Y. Lee Sang-Hyuk Jung H. Won MedIm 18 33 0 10 Aug 2018
Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting N. Gessert T. Sentker F. Madesta Rüdiger Schmitz H. Kniep Ivo M. Baltruschat R. Werner Alexander Schlaefer 11 77 0 05 Aug 2018
Residual Network based Aggregation Model for Skin Lesion Classification Yongsheng Pan Yong-quan Xia MedIm 23 5 0 24 Jul 2018
Deep-CLASS at ISIC Machine Learning Challenge 2018 S. Nasiri Matthias Jung Julien Helsper M. Fathi 14 5 0 24 Jul 2018
Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation Lei Bi D. Feng Jinman Kim MedIm GAN 16 18 0 23 Jul 2018
Multiple Convolutional Neural Network for Skin Dermoscopic Image Classification Yanhui Guo A. Ashour 18 30 0 21 Jul 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren UQCV MedIm OOD 52 581 0 19 Jul 2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem Z. Ge Dwarikanath Mahapatra S. Sedai R. Garnavi R. Chakravorty 25 50 0 19 Jul 2018
Anomaly Detection for Skin Disease Images Using Variational Autoencoder Yuchen Lu Peng Xu DRL 19 73 0 03 Jul 2018
Leveraging Uncertainty Estimates for Predicting Segmentation Quality Terrance Devries Graham W. Taylor UQCV 20 114 0 02 Jul 2018
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation Sulaiman Vesal Nishant Ravikumar Andreas Maier SSeg 13 61 0 25 Jun 2018
Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation Z. Mirikharaji Ghassan Hamarneh SSeg MedIm 42 122 0 21 Jun 2018
Crowd disagreement about medical images is informative V. Cheplygina J. Pluim 12 24 0 21 Jun 2018
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images Noel Codella Chung-Ching Lin Allan Halpern Michael Hind Rogerio Feris John R. Smith 29 41 0 30 May 2018