Matt Rosenblatt
@rosenblattmatt
PhD Student in BME @Yale in @DScheinost 's lab (he/him)
ID: 1407108622719635457
21-06-2021 22:50:21
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193 Followers
247 Following
🧠Excited to share our latest research in Imaging Neuroscience ! 🎓 "Rescuing Missing Data in Connectome-Based Predictive Modeling" 📈 Strategic imputation of missing data can significantly enhance prediction performance in brain-phenotype studies. 🔗direct.mit.edu/imag/article/d…
Excited to share that our paper "Data leakage inflates prediction performance in connectome-based machine learning models" is now out in Nature Communications nature.com/articles/s4146… (with Link Tejavibulya, @925452096Andy, Stephanie Noble (@sneuroble.bsky.social), and Dustin Scheinost )
Can neuroimaging predictive models survive across diverse real-world data?🧠🌎We put models to the test across 3 large-scale unharmonized datasets with over 2,800 participants. See our new work in this special issue of Developmental Cognitive Neuroscience: sciencedirect.com/science/articl…