Early Melanoma Diagnosis with Sequential Dermoscopic Images

12 October 2021

Papers citing "Early Melanoma Diagnosis with Sequential Dermoscopic Images"

23 / 23 papers shown

Title
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 70 168 0 19 Dec 2019
Recent advances in deep learning applied to skin cancer detection André G. C. Pacheco R. Krohling MedIm 52 38 0 06 Dec 2019
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data N. Gessert M. Nielsen M. Shaikh R. Werner Alexander Schlaefer 42 257 0 09 Oct 2019
A deep learning system for differential diagnosis of skin diseases Yuan Liu Ayush Jain C. Eng David H. Way Kang Lee ... Dennis Ai Shijie Huang Yun-Hui Liu R. C. Dunn David Coz 35 589 0 11 Sep 2019
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen 36 266 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 61 588 0 05 Mar 2019
What evidence does deep learning model use to classify Skin Lesions? Xiaoxiao Li Junyan Wu Eric Z. Chen Hongda Jiang 38 9 0 02 Nov 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 41 117 0 21 Jul 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 133 1,317 0 13 Dec 2017
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 184 3,007 0 30 Nov 2017
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) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 71 2,062 0 13 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 484 129,831 0 12 Jun 2017
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features J. Kawahara Ghassan Hamarneh MedIm 28 59 0 14 Mar 2017
Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning Yunzhu Li A. Esteva Brett Kuprel R. Novoa J. Ko Sebastian Thrun MedIm 25 34 0 04 Dec 2016
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images Noel Codella Q. Nguyen Sharath Pankanti David Gutman Brian Helba Allan Halpern John R. Smith 72 527 0 14 Oct 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 90 3,814 0 02 Aug 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 127 2,606 0 22 Apr 2016
Long-term Temporal Convolutions for Action Recognition Gül Varol Ivan Laptev Cordelia Schmid 70 909 0 15 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.4K 192,638 0 10 Dec 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks Lin Sun Kui Jia Dit-Yan Yeung Bertram E. Shi 63 532 0 02 Oct 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 476 9,233 0 06 Jun 2015
Beyond Short Snippets: Deep Networks for Video Classification Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 111 2,334 0 31 Mar 2015
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 225 7,518 0 09 Jun 2014