Daniel Veltri

Researcher, NIAID, National Institutes of Health

Joined

February 2026

Names

Daniel Veltri (Preferred)

Emails

****@nih.gov (Confirmed)

****@gmail.com

Personal Links

Career & Education History

Researcher

NIAID, National Institutes of Health (nih.gov)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Bioinformatics

Present

Protein sequence classification

Present

Deep Learning

Present

Publications

PhenoGene: Disease-gene prioritization using graph embedding on patient phenotypic profiles
Shankai Yan, Ling Luo, Li Fang, Daniel Veltri, Andrew J. Oler, Rajarshi Ghosh, Chih-Hsuan Wei, Morgan Similuk, Kai Wang, Zhiyong Lu
- AMIA 2022
- Readers: Everyone
PhenoRerank: A re-ranking model for phenotypic concept recognition pre-trained on human phenotype ontology
Shankai Yan, Ling Luo, Po-Ting Lai, Daniel Veltri, Andrew J. Oler, Sandhya Xirasagar, Rajarshi Ghosh, Morgan Similuk, Peter N. Robinson, Zhiyong Lu
- 2022 (modified: 04 Oct 2022)
- J. Biomed. Informatics 2022
- Readers: Everyone
PhenoTagger: a hybrid method for phenotype concept recognition using human phenotype ontology
Ling Luo, Shankai Yan, Po-Ting Lai, Daniel Veltri, Andrew Oler, Sandhya Xirasagar, Rajarshi Ghosh, Morgan Similuk, Peter N Robinson, Zhiyong Lu, Jonathan Wren
- Bioinformatics
- Readers: Everyone
Exploring target specificity of antimicrobial peptides through deep learning embeddings
Lauren Losin, Daniel Veltri
- BCB 2021
- Readers: Everyone
Structure and function of a malaria transmission blocking vaccine targeting Pfs230 and Pfs230-Pfs48/45 proteins
Kavita Singh, Martin Burkhardt, Sofia Nakuchima, Raul Herrera, Olga Muratova, Apostolos G. Gittis, Emily Kelnhofer, Karine Reiter, Margery Smelkinson, Daniel Veltri, Bruce J. Swihart, Richard Shimp Jr., Vu Nguyen, Baoshan Zhang, Nicholas J. MacDonald, Patrick E. Duffy, David N. Garboczi, David L. Narum
- Communications Biology
- Readers: Everyone
Employing Deep Learning to Study Biomolecules
Daniel Veltri, Kevin Molloy
- BCB 2019
- Readers: Everyone
Balancing Confidentiality and Sharing of Genomic and Phenotypic Data in a Clinical Research System
Daniel Veltri, Zhiwen Li, Sandhya Xirasagar, Andrew J. Oler, Xi Cheng, Ke Huang, Jason Barnett, Lingwen Zhang, Octavio Juarez Espinosa, Yongjie Fan, Morgan Similuk, Magdalena Walkiewicz, Celine Hong, Joyce Johnson, Joshua D. Milner
- BCB 2018
- Readers: Everyone
Deep learning improves antimicrobial peptide recognition
Daniel Veltri, Uday Kamath, Amarda Shehu
- Published: 01 Jan 2018, Last Modified: 12 May 2023
- Bioinform. 2018
- Readers: Everyone
Guiding Exploration of Antimicrobial Peptide Space with a Deep Neural Network
Manpriya Dua, Daniel Veltri, Barney Bishop, Amarda Shehu
- Published: 01 Jan 2018, Last Modified: 12 May 2023
- BIBM 2018
- Readers: Everyone
Improving Recognition of Antimicrobial Peptides and Target Selectivity through Machine Learning and Genetic Programming
Daniel Veltri, Uday Kamath, Amarda Shehu
- Published: 01 Jan 2017, Last Modified: 12 May 2023
- IEEE ACM Trans. Comput. Biol. Bioinform. 2017
- Readers: Everyone

View all 17 publications

Co-Authors

View all 54 co-authors