Steven Hirsch

81 posts

Steven Hirsch

Steven Hirsch

@_stevenhirsch

PhD, Biomechanics | Opinions are my own

Toronto, Ontario Katılım Ocak 2019
59 Takip Edilen68 Takipçiler
Steven Hirsch retweetledi
Uplift Labs
Uplift Labs@upliftlabs·
We are incredibly excited to partner with @DrivelineBB @drivelinekyle to provide portable, markerless motion capture for their biomechanics assessments. Stay tuned for the validation work we will collaboratively share in both the short & long term! #motioncapture #sportsscience
English
1
5
23
16.7K
Steven Hirsch
Steven Hirsch@_stevenhirsch·
But it's entirely possible for factors that can predict injury/performance to have no causal link to that outcome, and factors that do not predict outcomes can still be causal factors! This has significant implications for designing training or rehabilitation programs.
English
0
0
1
28
Steven Hirsch
Steven Hirsch@_stevenhirsch·
ete-online.biomedcentral.com/articles/10.11… This is a crucial concept to understand! It's common to falsely equate variables with predictive capacity of some outcomes as a causal factor, especially when assessing human movement to reduce injuries or improve athletic performance.
English
1
0
2
120
Steven Hirsch retweetledi
JOSPT Community
JOSPT Community@JOSPT·
Labels matter for both researchers & clinicians So understanding the critical differences between 'Description, Prediction, & Causation in Sport and Exercise Medicine Research' will help us improve clinical care 🤝 Learn more 👉 ow.ly/xG3r50Pb1HV #yourJOSPT
JOSPT Community tweet mediaJOSPT Community tweet media
English
0
10
29
11.7K
Steven Hirsch
Steven Hirsch@_stevenhirsch·
…We have provided some sample R code in the supplementary materials of this paper, but I'll be putting together more comprehensive (and generalizable) R code in the future that will also include more thorough equivalence testing!
English
0
0
0
37
Steven Hirsch
Steven Hirsch@_stevenhirsch·
…(similar to how it is important to check other statistical assumptions when performing data analyses, such as ensuring the residuals of your regression models are normally distributed)…
English
1
0
0
32
Steven Hirsch retweetledi
Tyson Beach
Tyson Beach@_Tyson_Beach·
“…even with an extensive data set, including anthropometric, clinical, neuromuscular, genetic, and sophisticated 3D biomechanical measurements, ACL injury prediction was poor…” Do we need to predict injuries to prevent them? Risk reduction heuristics? journals.sagepub.com/doi/full/10.11…
English
0
3
6
0
Steven Hirsch retweetledi
Yann LeCun
Yann LeCun@ylecun·
Too many studies that apply machine learning to science & medicine employ incorrect methodologies. Many make very basic mistakes, such as not having separate training & test sets, using the test set (not a separate validation set) for feature selection, hyperparameter tuning, etc
Arvind Narayanan@random_walker

There’s a reproducibility crisis brewing in almost every scientific field that has adopted machine learning. On July 28, we’re hosting an online workshop featuring a slate of expert speakers to help you diagnose and fix these problems in your own research: sites.google.com/princeton.edu/…

English
24
175
911
0