Author

Mireia Crispin‐Ortuzar

University of CambridgeORCID 0000-0002-4351-3709Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Research Focus:benchmarking· 2 Assay:bulk RNA-seq· 2 Assay:imaging· 2 Approach:machine learning (classical)· 2 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1

Frequent Co-Authors

Evis SalaiD· 2 shared Abdel Hamid· 1 shared Abigail R. EdwardsiD· 1 shared Alejandro-Jimenez Sanchez· 1 shared Alexander LairdiD· 1 shared Alexandra SnyderiD· 1 shared Alisa Griffin· 1 shared Alison Fielding· 1 shared

Activity by Year

2019-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersCancer Biology

Evis SalaORCID

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3 papers

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedMay 23, 2026

Explainable machine learning identifies features and thresholds predictive of immunotherapy response

Khoa Anh Tran, Venkateswar Addala, Lambros T. Koufariotis…·Nicola Waddell

The paper develops a multi-omic random forest model to predict immunotherapy response in melanoma using SHAP for feature threshold identification.

1 citation

humanDNA methylation

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Cancer BiologyNature CommunicationsPeer-reviewedApr 28, 2025

Angiogenic and Immune Predictors of Neoadjuvant Axitinib Response in Renal Cell Carcinoma with Venous Tumour Thrombus

Rebecca Wray, Hania Paverd, Ines Prata Machado…·Robert J. Jones

The paper assesses neoadjuvant axitinib response in RCC with VTT using multiparametric analysis and identifies angiogenic and immune predictors of treatment response.

9 citationstop 4%

humanbulk RNA-seq

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BioinformaticsbioRxivPreprintJan 26, 2019

Computed Tomography Measures of Inter-site tumor Heterogeneity for Classifying Outcomes in High-Grade Serous Ovarian Carcinoma: a Retrospective Study

Harini Veeraraghavan, Hebert Alberto Vargas, Alejandro-Jimenez Sanchez…·Evis Sala

This study develops CT-based texture analysis to quantify intra- and inter-site tumor heterogeneity in HGSOC and shows it correlates with progression-free survival.

5 citations

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