Topology in computational genomics
- Aldo Guzmán-Sáenz
- 2024
- APMC 2024
Publications
17 results for Aldo Guzmán-Sáenz
Probing omics data via harmonic persistent homology
- Davide Gurnari
- Aldo Guzmán-Sáenz
- et al.
- 2024
- RECOMB 2024
AI-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
Topology-driven pre-training for robust molecular property prediction models
- Aldo Guzmán-Sáenz
- Sanjoy Dey
- et al.
- 2023
- ACS Fall 2023
Interpretable latent representations for molecular property prediction models
- Sanjoy Dey
- Partha Suryanarayanan
- et al.
- 2023
- ACS Fall 2023
Towards quantum-enabled cell-centric therapeutics
- Saugata Basu
- Jannis Born
- et al.
- 2023
- arXiv
TOPO-MLP : A Simplicial Network without Message Passing
- Karthikeyan Natesan Ramamurthy
- Aldo Guzmán-Sáenz
- et al.
- 2023
- ICASSP 2023
RubricOE: what Machine Learning can say about Alzheimer’s Disease
- Aldo Guzmán-Sáenz
- Dan Platt
- et al.
- 2022
- ISMB 2022
Uncovering signals of cell state transition using topological data analysis in single cell data
- Aldo Guzmán-Sáenz
- Kahn Rhrissorrakrai
- et al.
- 2022
- ISMB 2022
Topological Deep Learning
- Mustafa Hajij
- Karthikeyan Natesan Ramamurthy
- et al.
- 2021
- NeurIPS 2021