Nils Gehlenborg

Orcid: 0000-0003-0327-8297

Affiliations:
  • Harvard Medical School, Boston, MA, USA


According to our database1, Nils Gehlenborg authored at least 54 papers between 2005 and 2023.

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Bibliography

2023
Cistrome Explorer: an interactive visual analysis tool for large-scale epigenomic data.
Bioinform., February, 2023

Gos: a declarative library for interactive genomics visualization in Python.
Bioinform., January, 2023

Extending the Nested Model for User-Centric XAI: A Design Study on GNN-based Drug Repurposing.
IEEE Trans. Vis. Comput. Graph., 2023

GenoREC: A Recommendation System for Interactive Genomics Data Visualization.
IEEE Trans. Vis. Comput. Graph., 2023

Multi-View Design Patterns and Responsive Visualization for Genomics Data.
IEEE Trans. Vis. Comput. Graph., 2023

Polyphony: an Interactive Transfer Learning Framework for Single-Cell Data Analysis.
IEEE Trans. Vis. Comput. Graph., 2023

Beyond Generating Code: Evaluating GPT on a Data Visualization Course.
CoRR, 2023

Enabling Multimodal User Interactions for Genomics Visualization Creation.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

The Role of Visualization in Genomics Data Analysis Workflows: The Interviews.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

DRAVA: Aligning Human Concepts with Machine Learning Latent Dimensions for the Visual Exploration of Small Multiples.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
ThreadStates: State-based Visual Analysis of Disease Progression.
IEEE Trans. Vis. Comput. Graph., 2022

Gosling: A Grammar-based Toolkit for Scalable and Interactive Genomics Data Visualization.
IEEE Trans. Vis. Comput. Graph., 2022

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022

2021
A Generic Framework and Library for Exploration of Small Multiples through Interactive Piling.
IEEE Trans. Vis. Comput. Graph., 2021

Making Tools that People Will Use: User-Centered Design in Computational Biology Research.
Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

2020
Pattern-Driven Navigation in 2D Multiscale Visualizations with Scalable Insets.
IEEE Trans. Vis. Comput. Graph., 2020

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
npj Digit. Medicine, 2020

Peax : Interactive Visual Pattern Search in Sequential Data Using Unsupervised Deep Representation Learning.
Comput. Graph. Forum, 2020

2019
Lineage: Visualizing Multivariate Clinical Data in Genealogy Graphs.
IEEE Trans. Vis. Comput. Graph., 2019

The human body at cellular resolution: the NIH Human Biomolecular Atlas Program.
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Nat., 2019

Tasks, Techniques, and Tools for Genomic Data Visualization.
Comput. Graph. Forum, 2019

Periphery Plots for Contextualizing Heterogeneous Time-Based Charts.
Proceedings of the 30th IEEE Visualization Conference, 2019

Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data.
Proceedings of the AMIA 2019, 2019

Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health.
Proceedings of the AMIA 2019, 2019

2018
HiPiler: Visual Exploration of Large Genome Interaction Matrices with Interactive Small Multiples.
IEEE Trans. Vis. Comput. Graph., 2018

Visualization of Biological Data - Crossroads (Dagstuhl Seminar 18161).
Dagstuhl Reports, 2018

SATORI: a system for ontology-guided visual exploration of biomedical data repositories.
Bioinform., 2018

Visual Pattern-Driven Exploration of Big Data.
Proceedings of the 2018 International Symposium on Big Data Visual and Immersive Analytics, 2018

Data Science in Biomedical Informatics Education: Critical Problems and Innovative Solutions.
Proceedings of the AMIA 2018, 2018

2017
Interactive visual exploration and refinement of cluster assignments.
BMC Bioinform., 2017

UpSetR: an R package for the visualization of intersecting sets and their properties.
Bioinform., 2017

2016
AVOCADO: Visualization of Workflow-Derived Data Provenance for Reproducible Biomedical Research.
Comput. Graph. Forum, 2016

From Visual Exploration to Storytelling and Back Again.
Comput. Graph. Forum, 2016

TaCo: Comparative Visualization of Large Tabular Data.
Proceedings of the 18th Eurographics Conference on Visualization, 2016

Session Introduction.
Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2014
UpSet: Visualization of Intersecting Sets.
IEEE Trans. Vis. Comput. Graph., 2014

Domino: Extracting, Comparing, and Manipulating Subsets Across Multiple Tabular Datasets.
IEEE Trans. Vis. Comput. Graph., 2014

Comparative analysis of metazoan chromatin organization Open.
Nat., 2014

Ontologies in Biological Data Visualization.
IEEE Computer Graphics and Applications, 2014

2013
LineUp: Visual Analysis of Multi-Attribute Rankings.
IEEE Trans. Vis. Comput. Graph., 2013

Don't Wear Your New Shoes (Yet): Taking the Right Steps to Become a Successful Principal Investigator.
PLoS Comput. Biol., 2013

Nozzle: a report generation toolkit for data analysis pipelines.
Bioinform., 2013

2012
StratomeX: Visual Analysis of Large-Scale Heterogeneous Genomics Data for Cancer Subtype Characterization.
Comput. Graph. Forum, 2012

Data-driven information retrieval in heterogeneous collections of transcriptomics data links <i>SIM2s</i> to malignant pleural mesothelioma.
Bioinform., 2012

2010
An information retrieval perspective on visualization of gene expression data with ontological annotation.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Visualization of large microarray experiments with space maps.
BMC Bioinform., 2009

Probabilistic retrieval and visualization of biologically relevant microarray experiments.
BMC Bioinform., 2009

Prequips - an extensible software platform for integration, visualization and analysis of LC-MS/MS proteomics data.
Bioinform., 2009

The Prion Disease Database: a comprehensive transcriptome resource for systems biology research in prion diseases.
Database J. Biol. Databases Curation, 2009

2008
Ten Simple Rules for Organizing a Scientific Meeting.
PLoS Comput. Biol., 2008

Highlights from the Fourth International Society for Computational Biology Student Council Symposium at the Sixteenth Annual International Conference on Intelligent Systems for Molecular Biology.
BMC Bioinform., 2008

2007
Highlights from the Third International Society for Computational Biology Student Council Symposium at the Fifteenth Annual International Conference on Intelligent Systems for Molecular Biology.
BMC Bioinform., 2007

2006
Mayday-a microarray data analysis workbench.
Bioinform., 2006

2005
A Framework for Visualization of Microarray Data and Integrated Meta Information.
Inf. Vis., 2005


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