Ramón Viñas - Concepedia

Concepedia

Author

Ramón Viñas

University of Cambridge ORCID

Also Known As

Ramon Vinas Torne, Ramon Viñas, Ramon Viñas Torne, Ramon Viñas Torné, Ramón Viñas, Torné, Ramon Viñas, Torné, Ramón Viñas, Vinas Torne, Ramon, Viñas, Ramon

36

Publications

1.1K

Citations

10

H-Index

39

Concepts

All Affiliations

University of Cambridge Addenbrooke's Hospital European Bioinformatics Institute MRC Epidemiology Unit Imperial College London

RV

About

Ramón Viñas is an author at University of Cambridge specializing in engineering, medicine, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	208
2	Medicine	4	4	782
3	Biostatistics	2	2	90
4	Public Health	1	1	73
5	Biology	1	1	17

Ramón Viñas

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10

Publications

1.1K

Citations

10

H-Index

	Year	Citations
Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis Yu Fu, Alexander W. Jung, Ramón Viñas, Nature Cancer Pancreatic CancerTumor HeterogeneityMedicineHistopathologyPathology	2020	647
Pan-cancer computational histopathology reveals mutations, tumor composition and prognosis Yu Fu, Alexander W. Jung, Ramón Viñas, Stain NormalizationEngineeringDigital PathologyPathologyCancer Types	2019	94
The impact of imputation quality on machine learning classifiers for datasets with missing values Tolou Shadbahr, Michael Roberts, Jan Stanczuk, Communications Medicine	2023	94
Graph Representation Forecasting of Patient's Medical Conditions: Toward a Digital Twin Pietro Barbiero, Ramón Viñas, Píetro Lió Frontiers in Genetics	2021	75
Single Nucleotide Polymorphism relevance learning with Random Forests for Type 2 diabetes risk prediction Beatriz López, Ferran Torrent‐Fontbona, Ramón Viñas, Artificial Intelligence in Medicine Genome-wide Association StudyDiabetes Risk PredictionGenetic DeterminantEngineeringData Science	2017	73
Adversarial generation of gene expression data Ramón Viñas, Helena Andrés-Terré, Píetro Lió, Bioinformatics	2021	41
Hypergraph factorization for multi-tissue gene expression imputation Ramón Viñas, Chaitanya K. Joshi, Dobrik Georgiev, Nature Machine Intelligence	2023	27
Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Protein Structures and Interaction Networks Arian R. Jamasb, Ramón Viñas, Charlie Harris, Geometric LearningEngineeringMolecular BiologyGeometric Deep LearningInteraction Networks	2020	24
Deep Learning Enables Fast and Accurate Imputation of Gene Expression Ramón Viñas, Tiago Azevedo, Eric R. Gamazon, Frontiers in Genetics EngineeringMachine LearningGeneticsTranscriptomics TechnologyGene Expression Profiling	2021	17
Systema: a framework for evaluating genetic perturbation response prediction beyond systematic variation Ramón Viñas, Maciej Wiatrak, Zoe Piran, Nature Biotechnology	2025	13

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