Author

Ricardo Gonzalez

Lunenfeld-Tanenbaum Research Institute

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 1 Ecology· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Assay:spatial transcriptomics· 2 Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1

Frequent Co-Authors

Kieran R. CampbelliD· 2 shared Tiak Ju TaniD· 2 shared Adriana De Palma· 1 shared Alina SelegaiD· 1 shared Amy Xin Wei ZhangiD· 1 shared Andy Purvis· 1 shared Anna DoddiD· 1 shared Anne‐Claude GingrasiD· 1 shared

Activity by Year

2018-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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2 shared papersCancer Biology

Kieran R. CampbellORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Integrated spatial proteomics of human PDAC uncovers an expanded tumour-immune-stroma spectrum with genomic associations

Noor E. Shakfa, Ferris Nowlan, Sibyl Drissler, Tiak Ju Tan, Elizabeth Sunnucks, E. Chen, Cassandra J. Wong, Brendon Seale, Zhen‐Yuan Lin, Michelle Chan‐Seng‐Yue, Amy Xin Wei Zhang, Sabiq Chaudhary, Chengxin Yu, Golnaz Abazari, Michael J. Geuenich, , Hartland Warren Jackson

This study integrates spatial proteomics and genomics in PDAC to identify tumour-immune-stroma interactions and their genomic associations, showing multi-omics models improve patient survival prediction.

bioRxiv · Aug 15, 2025 · PreprintCancer Biology

Multi-modal Disentanglement of Spatial Transcriptomics and Histopathology Imaging

Hassaan Maan, Zongliang Ji, Elliot Sicheri, Tiak Ju Tan, Alina Selega, Ricardo Gonzalez, Rahul G. Krishnan, Bo Wang, Kieran R. Campbell

This paper introduces SpatialDIVA, a method to disentangle spatial transcriptomics and histopathology imaging data, showing it outperforms baselines in variation separation and batch effect removal.

bioRxiv · Feb 19, 2025 · PreprintGenomics

Worldwide impacts of past and projected future land-use change on local species richness and the Biodiversity Intactness Index

Samantha L.L. Hill, Ricardo Gonzalez, Katia Sanchez-Ortiz, Emma Caton, Felipe Espinoza, Tim Newbold, Jason Tylianakis, Jörn P. W. Scharlemann, Adriana De Palma, Andy Purvis

This study assesses historical and future impacts of land-use change on biodiversity using socio-economic and climate scenarios, finding significant biodiversity loss post-1800 and varying regional impacts across scenarios.

bioRxiv · May 1, 2018 · PreprintEcology