Top Tweets for #NeuroPREDICT
I don't promote this sufficiently, but our #neuropredict makes it very easy to evaluate the out of sample generalizability performance of multiple models/biomarker candidates in a statistically valid way, while accounting for confounds properly in nested CV that sklearn even can't do. Take a look:
https://t.co/10XzCw7JkP
the best way to solve this problem, is to enable to non-experts adopt the best practices in ML and biostats when dealing with predictive models in an easy way! You're welcome to help solve this problem by contributing to our #opensource project #neuropredict (in dev and validation since 2017)
this led to starting the #confounds project (since 2019), as properly accounting for them is an important dimension of properly evaluating predictive models and biomarkers: https://t.co/PwPr1hF5hc
@MasoudTahmasian @uk_biobank @Harvey_Bi2333 @fzj_inm7 @enigmabrains @INM7_ISN @PTenigma @OSFramework itd be great if we could incorporate open source tools like #neuropredict and #confounds etc for even more standardized and reproducible comparisons!
full disclosure/COI: i'm the developer : https://t.co/IrOHZ5Qvun
What a great day at @AalborgUH. Really enjoyed setting up emerging tech for our new #Diabetes #Neuropathy study, chasing robust clinical endpoints for research and clinics. 1000Thx to our super dedicated team
#MEDONproject #NeuroPREDICT #NeuroScienceAAU #SDCN #StenoNord @Reg_Nord
new improved #neuropredict ๐ bet this could be the basis for some projects at another @BrainhackATL @brainybassil @CenterTrends
Big news: here is the awesome #neuropredict upgrade you have all been waiting for, adding support for the #regression stream and handling #confounds in nested cross-validation: https://t.co/ihuLAYjY3j
docs: https://t.co/x8H8Nkp74V #MachineLearning #DataScience #neuroscience
RT @being_saige: RT @raamana_: Regression warriors of #neuropredict on Day 1 of the #OHBM2019 #hackathon2019 : @being_saige @DaveOConnor24 @sNeuroble
Project: Extending #neuropredict to offer regression modeling. #MachineLearning @OHBM
Checkout #neuropredict by @raamana_ which makes your #machinelearning workflow super easy. Evaluate & compare predictive performance of several features.
Code: https://t.co/QIHtqmsVxD
Docs: https://t.co/QUzvzAvxaw
Contributors welcome!
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