Probing omics data via harmonic persistent homology
- Davide Gurnari
- Aldo Guzmán-Sáenz
- et al.
- 2025
- Scientific Reports
Paper
Publications
18 results for Aldo Guzmán-Sáenz
Topology in computational genomics
- Aldo Guzmán-Sáenz
- 2024
- APMC 2024
Invited talkProbing omics data via harmonic persistent homology
- Davide Gurnari
- Aldo Guzmán-Sáenz
- et al.
- 2024
- RECOMB 2024
Workshop paperAI-enabled evaluation of genome-wide association relevance and polygenic risk score prediction in Alzheimer's disease
- Daniel E. Platt
- Aldo Guzmán-Sáenz
- et al.
- 2024
- iScience
PaperTopology-driven pre-training for robust molecular property prediction models
- Aldo Guzmán-Sáenz
- Sanjoy Dey
- et al.
- 2023
- ACS Fall 2023
TalkInterpretable latent representations for molecular property prediction models
- Sanjoy Dey
- Partha Suryanarayanan
- et al.
- 2023
- ACS Fall 2023
TalkTowards quantum-enabled cell-centric therapeutics
- Saugata Basu
- Jannis Born
- et al.
- 2023
- arXiv
PaperTOPO-MLP : A Simplicial Network without Message Passing
- Karthikeyan Natesan Ramamurthy
- Aldo Guzmán-Sáenz
- et al.
- 2023
- ICASSP 2023
Conference paperRubricOE: what Machine Learning can say about Alzheimer’s Disease
- Aldo Guzmán-Sáenz
- Dan Platt
- et al.
- 2022
- ISMB 2022
PosterUncovering signals of cell state transition using topological data analysis in single cell data
- Aldo Guzmán-Sáenz
- Kahn Rhrissorrakrai
- et al.
- 2022
- ISMB 2022
Poster