Mafalda Dias

Disease variant prediction with deep generative models of evolutionary data

Jonathan Frazer, Pascal Notin, Mafalda Dias et al. · Nature · 2021 · 786 citations

Disease Variant Prediction, Genetics, Medicine +8

Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval

Pascal Notin, Mafalda Dias, Jonathan Frazer et al. · arXiv (Cornell University) · 2022 · 123 citations · Full text

Multiplexed Assays, Biomolecular Structure Prediction, Genetics +20

MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays

Alan F. Rubin, Jeremy Stone, Aisha Haley Bianchi et al. · Genome biology · 2025 · 48 citations · Full text

MaveDB v2: a curated community database with over three million variant effects from multiplexed functional assays

Alan F. Rubin, Joseph Min, Nathan Rollins et al. · 2021 · 28 citations · Full text

Multiplexed Assays, Genetics, Mavedb V2 +20

Large-scale clinical interpretation of genetic variants using evolutionary data and deep learning

Jonathan Frazer, Pascal Notin, Mafalda Dias et al. · 2020 · 13 citations · Full text

Engineering, Machine Learning, Genetics +20