Ricardo Henao

Associate Professor of Biostatistics & Bioinformatics

Biostatistics & Bioinformatics, Division of Translational Biomedical

ricardo.henao@duke.edu

https://orcid.org/0000-0003-4980-845X

Duke Box 90984, Durham, NC 27710

140 Science Drive, Durham, NC 27710

More About This Person

At a Glance

Credentials
1. Education

Academic Experience
1. Current Duke Appointments & Affiliations
2. Previous Duke Appointments & Affiliations

Global Scholarship

Keywords

Research
1. Selected Grants
2. External Relationships

Scholarly Works

Teaching & Mentoring
1. Recent Courses

Recognition
1. News Items

Professional Activities
1. Service to Duke

Scholarly Works - Preprints

Learning to Control Summaries with Score Ranking

Preprint · April 18, 2026 Link to item Cite

GRAFT: Decoupling Ranking and Calibration for Survival Analysis

Preprint · February 8, 2026 Link to item Cite

Labels have Human Values: Value Calibration of Subjective Tasks

Preprint · January 10, 2026 Link to item Cite

SIDEKICK: A Semantically Integrated Resource for Drug Effects, Indications, and Contraindications

Preprint · December 6, 2025 Link to item Cite

Leveraging Language Models for Interpretable Analysis of Narratives in a Large Corpus

Preprint · November 23, 2025 Link to item Cite

Assessing Scale and Predictive Diversity in Models for Single-Cell Transcriptomics based on Geneformer

Preprint · November 5, 2025 Full text Cite

Automated Data Harmonization in Clinical Research: Natural Language Processing Approach (Preprint)

Preprint · April 7, 2025 Full text Cite

On Understanding Attention-Based In-Context Learning for Categorical Data

Preprint · May 27, 2024 Link to item Cite

Generating Accurate Synthetic Survival Data by Conditioning on Outcomes

Preprint · May 27, 2024 Link to item Cite

Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences

Preprint · April 11, 2024 Link to item Cite

Differential host responses within the upper respiratory tract and peripheral blood of children and adults with SARS-CoV-2 infection.

Preprint · August 5, 2023 Full text Link to item Cite

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding

Preprint · June 8, 2023 Link to item Cite

An Effective Meaningful Way to Evaluate Survival Models

Preprint · June 1, 2023 Link to item Cite

Mitigating Test-Time Bias for Fair Image Retrieval

Preprint · May 23, 2023 Link to item Cite

Open World Classification with Adaptive Negative Samples

Preprint · March 9, 2023 Link to item Cite

Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling

Preprint · February 25, 2023 Link to item Cite

Neural Insights for Digital Marketing Content Design

Preprint · February 2, 2023 Link to item Cite

Pushing the Efficiency Limit Using Structured Sparse Convolutions

Preprint · October 23, 2022 Link to item Cite

Toward Sustainable Continual Learning: Detection and Knowledge Repurposing of Similar Tasks

Preprint · October 11, 2022 Link to item Cite

Collaborative Anomaly Detection

Preprint · September 20, 2022 Link to item Cite

Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations

Preprint · February 25, 2022 Link to item Cite

Flexible Triggering Kernels for Hawkes Process Modeling

Preprint · February 3, 2022 Link to item Cite

TAMC: A deep-learning approach to predict motif-centric transcriptional factor binding activity based on ATAC-seq profile

Preprint · 2022 Full text Cite

Current Landscape of Generative Adversarial Networks for Facial Deidentification in Dermatology: Systematic Review and Evaluation (Preprint)

Preprint · December 8, 2021 Full text Cite

Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification

Preprint · January 8, 2021 Link to item Cite

Discriminative Clustering for Robust Unsupervised Domain Adaptation

Preprint · May 30, 2019 Link to item Cite