Development and Validation of Deep Learning Algorithms for Detection of
Critical Findings in Head CT Scans

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Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans

13 March 2018

Sasank Chilamkurthy

Swetha Tanamala

Prashant Warier

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Papers citing "Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans"

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Title
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 85 2,709 0 14 Nov 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 62 335 0 28 Oct 2017
RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans Monika Grewal Muktabh Mayank Srivastava Pulkit Kumar Srikrishna Varadarajan MedIm 61 196 0 13 Oct 2017
2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation Jay Patravali Shubham Jain Sasank Chilamkurthy 3DV 48 115 0 31 Jul 2017
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Chen Sun Abhinav Shrivastava Saurabh Singh Abhinav Gupta VLM 204 2,406 0 10 Jul 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 235 8,037 0 22 May 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 681 10,796 0 19 Feb 2017
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation Konstantinos Kamnitsas C. Ledig Virginia Newcombe Joanna P. Simpson A. D. Kane David Menon Daniel Rueckert Ben Glocker MedIm 3DV 140 3,059 0 18 Mar 2016
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,344 0 06 Nov 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 250 7,541 0 09 Jun 2014