Comments on: This AI-augmented microscope uses deep learning to take on cancer https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/?s_tid=feedtopost Lisa Harvey discusses how MATLAB and Simulink are connected to today’s news stories around the world. Fri, 14 Sep 2018 14:45:37 +0000 hourly 1 https://wordpress.org/?v=6.2.2 By: Lisa Harvey https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-3810 Wed, 04 Apr 2018 15:05:45 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-3810 In reply to Rachna.

I’d recommend checking the lab’s page for further information: http://www.photonics.ucla.edu/

]]>
By: Rachna https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-3808 Wed, 04 Apr 2018 07:27:07 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-3808 I liked the idea of harnessing image data to detect but relying alone on AUC for classification of such complex imagery is not a sufficient metric. Also there are reasons behind using DNN, it’s never that we jump on Deep Learning just for comparison with native supervised learning algorithms. Can you elaborate on what lead to the application of DNN.

]]>
By: Lisa Harvey https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-3806 Tue, 03 Apr 2018 18:12:46 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-3806 In reply to Paul Anup.

Thanks! The supplemental information https://media.nature.com/original/nature-assets/srep/2016/160315/srep21471/extref/srep21471-s1.pdf contains data on the accuracy achieved.

]]>
By: Paul Anup https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-3804 Tue, 03 Apr 2018 18:04:05 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-3804 Great work. However what is the sensitivity?

]]>
By: Lisa https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-1169 Thu, 09 Feb 2017 21:42:09 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-1169 To see more on this research, check out the full article: https://www.mathworks.com/company/newsletters/articles/cancer-diagnostics-with-deep-learning-and-photonic-time-stretch.html

]]>
By: Mahdi https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-977 Sun, 18 Dec 2016 14:04:41 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-977 great!
I think this method also can improve cytometry results.

]]>
By: Ashis Samal https://blogs.mathworks.com/headlines/2016/07/12/how-deep-learning-enabled-microscopy-can-detect-cancer-and-improve-biofuels/#comment-768 Sat, 01 Oct 2016 11:20:11 +0000 https://blogs.mathworks.com/headlines/?p=297#comment-768 Excellent work !!

]]>