Top Tweets for #MRNET
One of @VcVibranium portfolio companies https://t.co/zOabD3ccGP is fireing it up it on TechCrunch Disrupt event with their stand in SaaS and Enterprise section on the 1st floor. Come check them out!
#MRNET #Disrupt2022 #techcrunch #VibraniumVC

More than 107 institutions across Canada access @CanSSOC's Threat Feed Service. Assiniboine Community College is one of them, making it easier for its IT team to scan for & act upon #cybersecurity threats. Happy #CSAM2021 @accmb! #MRnet

Great advice from @UM_IST - a key๐ฉ to watch out for and protect yourself from #cybersecurity attacks: language. Unsure? Send it to IT and they'll check for you! #CSAM2021 @umanitoba #MRnet For more tips & MFA instructions, visit: https://t.co/Sp8g87Udfw
One of the tell-tale signs that your email might be a phishing attempt. - Urgent or Threatening Language. Real emergencies don't happen over email. If you're not sure, don't click on links or open attachments. Forward to spam [at] umanitoba [dot] ca and we will check for you.
![UM_IST's tweet photo. One of the tell-tale signs that your email might be a phishing attempt. - Urgent or Threatening Language. Real emergencies don't happen over email. If you're not sure, don't click on links or open attachments. Forward to spam [at] umanitoba [dot] ca and we will check for you. https://t.co/xdOzImK4nU](https://pbs.twimg.com/media/FBGnsEhUUAAjhp4.jpg)
More than 107 institutions across Canada access @CanSSOC's Threat Feed. @uwinnipeg is one of them, enabling their IT team to stay ahead of #cybersecurity threats & draw upon (and contribute to) a national collective defence. Happy #CSAM2021 @uwinnipeg! #cybersecurity #MRnet

Train A ConvNet to spot severe knee injuries on MRI scans
Dataset from @Stanford ML Group
#deeplearning #computervision
@PyTorch #MRNET @AndrewYNg
https://t.co/aQhTOrm2kl
Check out part 3 of my article series dedicated to knee injury classification using @PyTorch. This time we'll talk about interpretability and visualizing knee tears directly from MRI scans.
#computervision #deeplearning #mrnet #stanford #interpretability
https://t.co/55DVT0F7AK
Check out my new tutorial on how to detect and classify knee injuries form MRI exams using PyTorch. This is an analysis of the MRNet data released by @Stanford ML Group under the supervision of @AndrewYNg
@PyTorch @Deeplearning #MedicalImaging #MRNET
https://t.co/JZH5arnQoX
My #MRNet article on @TDataScience has been picked up by the curators over at @Medium, and is currently being featured in #MachineLearning and #DataScience sections ๐ @AndrewYNg
Use the link below to read it without seeing the Medium paywall ๐
https://t.co/rf93jXBiv4

The fruit of my #coding #retreat in #Andalucia is here ๐ I've developed an #opensource implementation of the #MRNet paper from scratch using @PyTorch
โMRNet: Deep-learning-assisted diagnosis for knee MRI scans"
https://t.co/grJqr8UFHY
@TDataScience @AndrewYNg #AIforGood
Day 3 of #coding #retreat in #Andalucia:
#MRNet competition... https://t.co/GIBBhgkXbW
โ
Model is training ๐ (need 9 CNNs in total!)
Then, I'm going to train a logistic regression for each condition, using decisions from these networks, to make a final prediction ๐ค

Day 3 of #coding #retreat in #Andalucia:
A productive day working on #MRNet ๐ง
โ
Created a custom dataset, data loader and MRNet model
โ
Created a training script, hooking everything up
Details here: https://t.co/psfKU1MzcC
Photos: #estepona by night
Ready for bed... ๐ช

Day 1 of #coding #retreat in #Andalucia:
Feeling the effect of #yoga this morning... ๐
Cooked myself a healthy lunch. Yum!
Taking part in the #MRNet competition - performed an exploratory data analysis (EDA) on the dataset ๐
Notebook available here: https://t.co/Spxdb2q8qy

@AmineKorchiMD @curtlanglotz @RogueRad @StanfordAIMI @MarkHMichalski A great point that relates to another thing I like abt the #MRNet challenge. The first task is to classify each scan as normal/abnormal.
My @Stanford lab just released the MRNet dataset of 1000+ annotated knee MRIs. Join our competition to develop and test your knee MRI interpreting deep learning model: https://t.co/1OwfEQuTsY @nbien2 @pranavrajpurkar @RobynLBall @jeremy_irvin16 @curtlanglotz @mattlungrenMD
Captured @DenisTalbot casting and playing at the @hyperx booth during #lanets19 @lan_ets. Still remember 20 years ago when he announced my name on #mrnet musiqueplus during his first season. Got a nice mouse pad โ๏ธ

#MRNet
Deep-learning-assisted #diagnosis for #knee #MRI
"Model assistance reduced the rate at which healthy patients would be mistakenly diagnosed as having ACL tears"
@curtlanglotz, @AndrewYNg @mattlungrenMD et al.
#RSNA18 #AI #radiology #MSKRad #DL
https://t.co/MkzGry05FZ

Looked like a great event @robinwinsor @mehamp @cybera #MRnet #SRnet - congrats! #CyberSummit17 https://t.co/vF6fPFlmcD
Closing remarks from @robinwinsor. Thank you for coming to @banffcentre for #CyberSummit17. See you again in Fall 2018!

Laver l'osti de tapis en question...et sacrรฉ aprรจs @dany010363 tous seul devant le cygne!!!
#mrnet #olddutch

Oh Boy! Ils ont rajeuni Monsieur Net dans la publicitรฉ. Il prend mรชme des selfies! :) #mrNet
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