In 5.30 mins Eric Topol summarizes beautifully what Deep Medicine is all about: Deep phenotyping, deep learning and deep empathy. Or how Artificial Intelligence can be a powerful tool to improve medicine in the modern world.
Topol on Deep Medicine
https://www.youtube.com/watch?v=h8YdPKQRNDU
Topol on Deep Medicine
https://www.youtube.com/watch?v=h8YdPKQRNDU
YouTube
How AI will liberate doctors from keyboards and basements | Eric Topol | Big Think
How AI will liberate doctors from keyboards and basements
New videos DAILY: https://bigth.ink
Join Big Think Edge for exclusive video lessons from top thinkers and doers: https://bigth.ink/Edge
------------------------------------------------------------…
New videos DAILY: https://bigth.ink
Join Big Think Edge for exclusive video lessons from top thinkers and doers: https://bigth.ink/Edge
------------------------------------------------------------…
Interesting paper: A guide to deep learning in healthcare by Jeff Dean , Andre Esteva, Alexandre Robicquet, Bharath Ramsundar, Volodymyr Kuleshov, Mark DePristo, Katherine Chou, Claire Cui, Greg Corrado, Sebastian Thrun https://www.nature.com/articles/s41591-018-0316-z https://t.iss.one/ArtificialIntelligenceArticles
Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy |
https://www.nature.com/articles/s41374-019-0202-4
#ai #pathology #medicine
https://www.nature.com/articles/s41374-019-0202-4
#ai #pathology #medicine
Laboratory Investigation
Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
Lifelong GAN: Continual Learning for Conditional Image Generation
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
Zhai et al.: https://arxiv.org/abs/1907.10107
#deeplearning #generativemodels #GAN
👌✊Learn, understand, and implement deep neural networks in a math- and programming-friendly approach using Keras and Python.
#AI #DeepLearning #TensorFlow https://bit.ly/2M44Ls7
#AI #DeepLearning #TensorFlow https://bit.ly/2M44Ls7
[#Tensorflow][#TensorflowDevSummit]
TensorBoard Hands On!
https://www.youtube.com/watch?v=eBbEDRsCmv4&t=1105s
Tensorflow Architecture
https://www.tensorflow.org/guide/extend/architecture
Tensorflow Dev Summit 2019
https://www.youtube.com/playlist?list=PLQY2H8rRoyvzoUYI26kHmKSJBedn3SQuB
Tensorflow Youtube Channel
https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ/featured
Plenty of resources in the Google Channels. An advice is to learn according to the modelling. Have Fun.
TensorBoard Hands On!
https://www.youtube.com/watch?v=eBbEDRsCmv4&t=1105s
Tensorflow Architecture
https://www.tensorflow.org/guide/extend/architecture
Tensorflow Dev Summit 2019
https://www.youtube.com/playlist?list=PLQY2H8rRoyvzoUYI26kHmKSJBedn3SQuB
Tensorflow Youtube Channel
https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ/featured
Plenty of resources in the Google Channels. An advice is to learn according to the modelling. Have Fun.
YouTube
Hands-on TensorBoard (TensorFlow Dev Summit 2017)
Join Dandelion Mané in this talk as they demonstrate all the amazing things you can do with TensorBoard. You'll learn how to visualize your TensorFlow graphs, monitor training performance, and explore how your models represent your data. The code examples…
The platform for Machine Learning methods dependencies 3D visualization
The project is available online: https://www.infornopolitan.xyz/backronym
For more information please read the Story: https://medium.com/@asadulaevarip/how-to-generate-ideas-in-machine-learning-bdb9a7267392
Work in progress, but I believe, together we can do it much better!
Support us: https://www.infornopolitan.xyz/support-project
The project is available online: https://www.infornopolitan.xyz/backronym
For more information please read the Story: https://medium.com/@asadulaevarip/how-to-generate-ideas-in-machine-learning-bdb9a7267392
Work in progress, but I believe, together we can do it much better!
Support us: https://www.infornopolitan.xyz/support-project
Medium
How to generate ideas in Machine Learning?
Little story about https://www.infornopolitan.xyz
CVPR
The best papers announced:
https://syncedreview.com/2019/06/18/cvpr-2019-attracts-9k-attendees-best-papers-announced-imagenet-honoured-10-years-later/
The best papers announced:
https://syncedreview.com/2019/06/18/cvpr-2019-attracts-9k-attendees-best-papers-announced-imagenet-honoured-10-years-later/
Synced
CVPR 2019 Attracts 9K Attendees; Best Papers Announced; ImageNet Honoured 10 Years Later
The 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) kicked off today in Long Beach, California. CVPR is one of the world’s top three academic conferences in the field of computer vision (along with ICCV and ECCV). A total of 1300 papers…
TabNine showed deep learning code autocomplete tool based on GPT-2 architecture.
Video demonstrates the concept. Hopefully, it will allow us to write code with less bugs, not more.
Link: https://tabnine.com/blog/deep
Something relatively similar by Microsoft: https://visualstudio.microsoft.com/ru/services/intellicode
#GPT2 #TabNine #autocomplete #product #NLP #NLU #codegeneration
Video demonstrates the concept. Hopefully, it will allow us to write code with less bugs, not more.
Link: https://tabnine.com/blog/deep
Something relatively similar by Microsoft: https://visualstudio.microsoft.com/ru/services/intellicode
#GPT2 #TabNine #autocomplete #product #NLP #NLU #codegeneration
How to Segment Buildings on Drone Imagery with Fast.ai & Cloud-Native GeoData Tools
Blog by Dave Luo : https://medium.com/@anthropoco/how-to-segment-buildings-on-drone-imagery-with-fast-ai-cloud-native-geodata-tools-ae249612c321
#DeepLearning #Geospatial #Drones #MachineLearning #Tutorial
Blog by Dave Luo : https://medium.com/@anthropoco/how-to-segment-buildings-on-drone-imagery-with-fast-ai-cloud-native-geodata-tools-ae249612c321
#DeepLearning #Geospatial #Drones #MachineLearning #Tutorial
Medium
How to Segment Buildings on Drone Imagery with Fast.ai & Cloud-Native GeoData Tools
An Interactive Intro to Geospatial Deep Learning on Google Colab
"Eidetic 3D LSTM: A Model for Video Prediction and Beyond"
Wang et al.: https://openreview.net/forum?id=B1lKS2AqtX
GitHub: https://github.com/metrofun/E3D-LSTM
#ArtificialIntelligence #DeepLearning #MachineLearning
Wang et al.: https://openreview.net/forum?id=B1lKS2AqtX
GitHub: https://github.com/metrofun/E3D-LSTM
#ArtificialIntelligence #DeepLearning #MachineLearning
OpenReview
Eidetic 3D LSTM: A Model for Video Prediction and Beyond
Spatiotemporal predictive learning, though long considered to be a promising self-supervised feature learning method, seldom shows its effectiveness beyond future video prediction. The reason is...
Lookahead Optimizer: k steps forward, 1 step back by Geoffrey Hinton, Michael R. Zhang, James Lucas, Jimmy Ba paper : arxiv.org/abs/1907.08610
Trading via Image Classification
Cohen et al.: https://arxiv.org/abs/1907.10046v1
#ArtificialIntelligence #DeepLearning #Trading
Cohen et al.: https://arxiv.org/abs/1907.10046v1
#ArtificialIntelligence #DeepLearning #Trading
Efficient Detection and Quantification of Timing Leaks with Neural Networks. arxiv.org/abs/1907.10159
Tensorpack
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
GitHub: https://github.com/tensorpack/tensorpack
#tensorflow #reinforcementlearning #neuralnetworks https://t.iss.one/ArtificialIntelligenceArticles
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
GitHub: https://github.com/tensorpack/tensorpack
#tensorflow #reinforcementlearning #neuralnetworks https://t.iss.one/ArtificialIntelligenceArticles
Pytorch-Transformers
A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
By Hugging Face: https://huggingface.co/pytorch-transformers/
#naturallanguageprocessing #nlp #pytorch
A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
By Hugging Face: https://huggingface.co/pytorch-transformers/
#naturallanguageprocessing #nlp #pytorch