Píetro Lió

Research interests

Publications

• Structure-based drug design with equivariant diffusion models

  Nature Computational Science · 2024 · https://doi.org/10.1038/s43588-024-00737-x

• A second update on mapping the human genetic architecture of COVID-19

  Nature · 2023 · https://doi.org/10.1038/s41586-023-06355-3

• Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

  Apollo (University of Cambridge) · 2020 · https://doi.org/10.17863/cam.64000

• Principal Neighbourhood Aggregation for Graph Nets

  arXiv (Cornell University) · 2020 · https://doi.org/10.48550/arxiv.2004.05718

• Predicting factors for survival of breast cancer patients using machine learning techniques

  BMC Medical Informatics and Decision Making · 2019 · https://doi.org/10.1186/s12911-019-0801-4

• A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease

  NeuroImage · 2019 · https://doi.org/10.1016/j.neuroimage.2019.01.031

• Machine Learning-Based Models for Early Stage Detection of Autism Spectrum Disorders

  IEEE Access · 2019 · https://doi.org/10.1109/access.2019.2952609

• Deep Graph Infomax

  Apollo (University of Cambridge) · 2018 · https://doi.org/10.17863/cam.40744

• M e D u S a : a multi-draft based scaffolder

  Bioinformatics · 2015 · https://doi.org/10.1093/bioinformatics/btv171

• The BioMart community portal: an innovative alternative to large, centralized data repositories

  Nucleic Acids Research · 2015 · https://doi.org/10.1093/nar/gkv350

• Distinct Epigenomic Features in End-Stage Failing Human Hearts

  Circulation · 2011 · https://doi.org/10.1161/circulationaha.111.040071

• Towards real-time community detection in large networks

  Physical Review E · 2009 · https://doi.org/10.1103/physreve.79.066107

• Hematopoietic Stem Cells Reversibly Switch from Dormancy to Self-Renewal during Homeostasis and Repair

  Cell · 2008 · https://doi.org/10.1016/j.cell.2008.10.048

• Biometric Evidence that Sexual Selection Has Shaped the Hominin Face

  PLoS ONE · 2007 · https://doi.org/10.1371/journal.pone.0000710

• Periodic gene expression program of the fission yeast cell cycle

  Nature Genetics · 2004 · https://doi.org/10.1038/ng1377

• Molecular phylogenetics: state-of-the-art methods for looking into the past

  Trends in Genetics · 2001 · https://doi.org/10.1016/s0168-9525(01)02272-7

• Models of Molecular Evolution and Phylogeny: Table 1.

  Genome Research · 1998 · https://doi.org/10.1101/gr.8.12.1233

• Histidine biosynthetic pathway and genes: structure, regulation, and evolution

  Microbiological Reviews · 1996 · https://doi.org/10.1128/mr.60.1.44-69.1996

Current projects

No projects listed.