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Guadalupe Gonzalez
Guadalupe Gonzalez
Other namesGuadalupe Gonzalez Pigorini
Prescient Design | Genentech | Roche
Verified email at roche.com - Homepage
Title
Cited by
Cited by
Year
HyperFoods: Machine intelligent mapping of cancer-beating molecules in foods
K Veselkov, G Gonzalez, S Aljifri, D Galea, R Mirnezami, J Youssef, ...
Scientific reports 9 (1), 9237, 2019
672019
Network machine learning maps phytochemically rich “Hyperfoods” to fight COVID-19
I Laponogov, G Gonzalez, M Shepherd, A Qureshi, D Veselkov, ...
Human genomics 15, 1-11, 2021
272021
Predicting anticancer hyperfoods with graph convolutional networks
G Gonzalez, S Gong, I Laponogov, M Bronstein, K Veselkov
Human Genomics 15 (1), 33, 2021
122021
Phytochemically rich dietary components and the risk of colorectal cancer: a systematic review and meta-analysis of observational studies
P Borgas, G Gonzalez, K Veselkov, R Mirnezami
World Journal of Clinical Oncology 12 (6), 482, 2021
72021
Graph attentional autoencoder for anticancer hyperfood prediction
G Gonzalez, S Gong, I Laponogov, K Veselkov, M Bronstein
arXiv preprint arXiv:2001.05724, 2020
42020
Towards Training GNNs using Explanation Directed Message Passing
V Giunchiglia, CV Shukla, G Gonzalez, C Agarwal
Learning on Graphs Conference, 2022
32022
Learning interpretable disease self-representations for drug repositioning
F Frasca, D Galeano, G Gonzalez, I Laponogov, K Veselkov, A Paccanaro, ...
arXiv preprint arXiv:1909.06609, 2019
32019
Alzheimer’s disease: using gene/protein network machine learning for molecule discovery in olive oil
L Rita, NR Neumann, I Laponogov, G Gonzalez, D Veselkov, D Pratico, ...
Human Genomics 17 (57), 2023
22023
Unsupervised Heterophilous Network Embedding via г-Ego Network Discrimination
Z Zhong, G Gonzalez, D Grattarola, J Pang
22022
Combinatorial prediction of therapeutic perturbations using causally-inspired neural networks
G Gonzalez, I Herath, K Veselkov, M Bronstein, M Zitnik
biorxiv, 2024
12024
Crosstalk with lung fibroblasts shapes the growth and therapeutic response of mesothelioma cells
Y Chrisochoidou, R Roy, P Farahmand, G Gonzalez, J Doig, L Krasny, ...
Cell Death & Disease 14, 2023
12023
Genomic-driven nutritional interventions for radiotherapy-resistant rectal cancer patient
J Southern, G Gonzalez, P Borgas, L Poynter, I Laponogov, Y Zhong, ...
Scientific Reports 13 (1), 14862, 2023
2023
Meta-analysis of the association between consumption of specific dietary components and risk of colorectal cancer
P Borgas, G Gonzalez, K Veselkov, R Mirnezami
European Journal of Surgical Oncology 47 (1), e5-e6, 2021
2021
Can foods help us fight COVID-19? The answer might be yes: Machine-learning-based techniques identify bioactive molecules in foods with antiviral properties
G Gonzalez
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Articles 1–14