Artificial Intelligence-Based Image Classification for Diagnosis of Skin
Cancer: Challenges and Opportunities

Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities

26 November 2019

Saeed Hassanpour

Papers citing "Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities"

15 / 15 papers shown

Title
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Jerry W. Wei A. Suriawinata L. Vaickus Bing Ren Xiaoying Liu Jason W. Wei Saeed Hassanpour GAN MedIm 39 73 0 13 Oct 2019
The impact of patient clinical information on automated skin cancer detection André G. C. Pacheco R. Krohling 53 155 0 16 Sep 2019
BCN20000: Dermoscopic Lesions in the Wild Marc Combalia Noel Codella V. Rotemberg Brian Helba Verónica Vilaplana ... Cristina Carrera Alicia Barreiro Allan Halpern S. Puig J. Malvehy 66 442 0 06 Aug 2019
Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study P. Xie K. Zuo Yu Zhang Fangfang Li Mingzhu Yin K. Lu MedIm 23 33 0 12 Apr 2019
Skin Lesion Synthesis with Generative Adversarial Networks Alceu Bissoto Fábio Perez Eduardo Valle Sandra Avila GAN MedIm 37 100 0 08 Feb 2019
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks Jason W. Wei L. Tafe Yevgeniy A. Linnik L. Vaickus Naofumi Tomita Saeed Hassanpour MedIm 57 259 0 31 Jan 2019
Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides Naofumi Tomita B. Abdollahi Jason W. Wei Bing Ren A. Suriawinata Saeed Hassanpour MedIm 45 170 0 20 Nov 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 81 1,389 0 19 Sep 2018
Data Augmentation for Skin Lesion Analysis Fábio Perez C. N. Vasconcelos Sandra Avila Eduardo Valle MedIm 54 170 0 05 Sep 2018
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 78 2,696 0 14 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 81 2,072 0 13 Oct 2017
Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation C. N. Vasconcelos Bárbara Nader Vasconcelos MedIm 73 32 0 22 Feb 2017
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images Noel Codella Q. Nguyen Sharath Pankanti David Gutman Brian Helba Allan Halpern John R. Smith 74 530 0 14 Oct 2016
Brain Tumor Segmentation with Deep Neural Networks Mohammad Havaei Axel Davy David Warde-Farley A. Biard Aaron Courville Yoshua Bengio C. Pal Pierre-Marc Jodoin Hugo Larochelle 3DV 108 2,875 0 13 May 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 377 43,524 0 01 May 2014