User profiles for Michael Brudno

Michael Brudno

Professor of Computer Science, University of Toronto; Chief Data Scientist, UHN
Verified email at cs.toronto.edu
Cited by 29353

Expansion of the Human Phenotype Ontology (HPO) knowledge base and resources

…, D Durkin, AL Storm, M Hanauer, M Brudno… - Nucleic acids …, 2019 - academic.oup.com
The Human Phenotype Ontology (HPO)—a standardized vocabulary of phenotypic
abnormalities associated with 7000+ diseases—is used by thousands of researchers, clinicians, …

The genetic landscape of a cell

…, MT Weirauch, G Zhong, H Zhu, WA Houry, M Brudno… - science, 2010 - science.org
A genome-scale genetic interaction map was constructed by examining 5.4 million gene-gene
pairs for synthetic genetic interactions, generating quantitative genetic interaction profiles …

LAGAN and Multi-LAGAN: efficient tools for large-scale multiple alignment of genomic DNA

M Brudno, CB Do, GM Cooper, MF Kim… - Genome …, 2003 - genome.cshlp.org
To compare entire genomes from different species, biologists increasingly need alignment
methods that are efficient enough to handle long sequences, and accurate enough to …

The human phenotype ontology in 2017

…, CF Boerkoel, KM Boycott, M Brudno… - Nucleic acids …, 2017 - academic.oup.com
Deep phenotyping has been defined as the precise and comprehensive analysis of phenotypic
abnormalities in which the individual components of the phenotype are observed and …

The Matchmaker Exchange: a platform for rare disease gene discovery

…, AJ Brookes, CA Brownstein, M Brudno… - Human …, 2015 - Wiley Online Library
There are few better examples of the need for data sharing than in the rare disease community,
where patients, physicians, and researchers must search for “the needle in a haystack” to …

Similarity network fusion for aggregating data types on a genomic scale

…, AM Mezlini, F Demir, M Fiume, Z Tu, M Brudno… - Nature …, 2014 - nature.com
Recent technologies have made it cost-effective to collect diverse types of genome-wide
data. Computational methods are needed to combine these data to create a comprehensive …

ProbCons: Probabilistic consistency-based multiple sequence alignment

CB Do, MSP Mahabhashyam, M Brudno… - Genome …, 2005 - genome.cshlp.org
To study gene evolution across a wide range of organisms, biologists need accurate tools
for multiple sequence alignment of protein families. Obtaining accurate alignments, however, …

VISTA : visualizing global DNA sequence alignments of arbitrary length

C Mayor, M Brudno, JR Schwartz, A Poliakov… - …, 2000 - academic.oup.com
VISTA is a program for visualizing global DNA sequence alignments of arbitrary length. It
has a clean output, allowing for easy identification of similarity, and is easily configurable, …

SHRiMP2: sensitive yet practical short read mapping

M David, M Dzamba, D Lister, L Ilie, M Brudno - Bioinformatics, 2011 - academic.oup.com
We report on a major update (version 2) of the original SHort Read Mapping Program (SHRiMP).
SHRiMP2 primarily targets mapping sensitivity, and is able to achieve high accuracy at …

The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data

…, GCM Black, DL Brown, M Brudno… - Nucleic acids …, 2014 - academic.oup.com
The Human Phenotype Ontology (HPO) project, available at http://www.human-phenotype-ontology.org
, provides a structured, comprehensive and well-defined set of 10,088 classes (…