User profiles for Vida Ravanmehr

Vida Ravanmehr

Baylor College of Medicine
Verified email at bcm.edu
Cited by 551

The Monarch Initiative in 2019: an integrative data and analytic platform connecting phenotypes to genotypes across species

…, C Pilgrim, T Putman, V Ravanmehr… - Nucleic acids …, 2020 - academic.oup.com
In biology and biomedicine, relating phenotypic outcomes with genetic variation and
environmental factors remains a challenge: patient phenotypes may not match known diseases, …

[PDF][PDF] KG-COVID-19: a framework to produce customized knowledge graphs for COVID-19 response

…, D Unni, TJ Callahan, L Cappelletti, V Ravanmehr… - Patterns, 2021 - cell.com
Integrated, up-to-date data about SARS-CoV-2 and COVID-19 is crucial for the ongoing
response to the COVID-19 pandemic by the biomedical research community. While rich …

[PDF][PDF] Interpretable clinical genomics with a likelihood ratio paradigm

PN Robinson, V Ravanmehr, JOB Jacobsen… - The American Journal of …, 2020 - cell.com
Human Phenotype Ontology (HPO)-based analysis has become standard for genomic
diagnostics of rare diseases. Current algorithms use a variety of semantic and statistical …

[HTML][HTML] Semantic integration of clinical laboratory tests from electronic health records for deep phenotyping and biomarker discovery

…, D Danis, MP Joachimiak, V Ravanmehr… - NPJ digital …, 2019 - nature.com
Electronic Health Record (EHR) systems typically define laboratory test results using the
Laboratory Observation Identifier Names and Codes (LOINC) and can transmit them using Fast …

[HTML][HTML] GRAPE for fast and scalable graph processing and random-walk-based embedding

…, T Fontana, E Casiraghi, V Ravanmehr… - Nature Computational …, 2023 - nature.com
Graph representation learning methods opened new avenues for addressing complex, real-world
problems represented by graphs. However, many graphs used in these applications …

[PDF][PDF] Prolonged cytopenia following CD19 CAR T cell therapy is linked with bone marrow infiltration of clonally expanded IFNγ-expressing CD8 T cells

…, L Deaton, T Cain, H Yang, V Ravanmehr… - Cell Reports …, 2023 - cell.com
Autologous anti-CD19 chimeric antigen receptor T cell (CAR T) therapy is highly effective in
relapsed/refractory large B cell lymphoma (rrLBCL) but is associated with toxicities that …

KG-Hub—building and exchanging biological knowledge graphs

…, L Cappelletti, SAT Moxon, V Ravanmehr… - …, 2023 - academic.oup.com
Motivation Knowledge graphs (KGs) are a powerful approach for integrating heterogeneous
data and making inferences in biology and many other domains, but a coherent solution for …

[PDF][PDF] GraPE: fast and scalable Graph Processing and Embedding

L Cappelletti, T Fontana, E Casiraghi, V Ravanmehr… - 2022 - researchsquare.com
Graph Representation Learning methods opened new possibilities for addressing complex,
real-world problems represented by graphs. However, many graphs used in these …

An information theoretic approach to constructing robust Boolean gene regulatory networks

B Vasic, V Ravanmehr… - IEEE/ACM Transactions …, 2011 - ieeexplore.ieee.org
We introduce a class of finite systems models of gene regulatory networks exhibiting behavior
of the cell cycle. The network is an extension of a Boolean network model. The system …

[PDF][PDF] Supervised learning with word embeddings derived from PubMed captures latent knowledge about protein kinases and cancer

V Ravanmehr, H Blau, L Cappelletti… - NAR genomics and …, 2021 - academic.oup.com
Inhibiting protein kinases (PKs) that cause cancers has been an important topic in cancer
therapy for years. So far, almost 8% of >530 PKs have been targeted by FDA-approved …