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Analysis of large datasets to understand living systems
Biomedical data science is a multidisciplinary field which leverages large volumes of data to promote biomedical innovation and discovery. Biomedical
Biomedical_data_science
Academic journal
The Annual Review of Biomedical Data Science is an academic journal published by Annual Reviews (AR). In publication since 2018, this journal covers significant
Annual Review of Biomedical Data Science
Annual_Review_of_Biomedical_Data_Science
Venezuelan mathematical biologist
School of Arts and Sciences, adjunct professor of biochemistry and cell biology, and adjunct professor of biomedical data science at the Geisel School
Santiago_Schnell
Field of study to extract knowledge from data
Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization
Data_science
Italian and American statistician
professor of biomedical data science and of statistics at Stanford University. Her research involves the analysis of high-throughput genomics data. Sabatti
Chiara_Sabatti
American bioinformatician
American scientist working in bioinformatics and data science. He is the Albert L. Williams Professor of Biomedical Informatics, professor of molecular biophysics
Mark_B._Gerstein
American engineer
Sylvia Katina Plevritis is Professor and Chair of the Department of Biomedical Data Science at Stanford University. Plevritis received a Bachelor's in Electrical
Sylvia_Plevritis
American physician and academic
American scientist who is a Professor of Medicine, Genetics and Biomedical Data Science and an Endowed Scholar at Stanford University where her research
Christina_Curtis
American biomedical scientist and academic
professor of bioengineering, genetics, medicine, and biomedical data science (and of computer science, by courtesy) and past chairman of the bioengineering
Russ_Altman
University medical center in Hanover, Germany
Molecular Medicine, Epidemiology, Infection Biology, Regenerative Sciences, BIOMedical Data Science, Function and Pathophysiology of the Auditory System, Midwifery
Hannover_Medical_School
Visual representation of data
Procter, James B. (2018-07-20). "Visualization of Biomedical Data". Annual Review of Biomedical Data Science. 1 (1): 275–304. doi:10.1146/annurev-biodatasci-080917-013424
Data and information visualization
Data_and_information_visualization
American businessman (born 1949)
care facility. In 2019, the couple donated $10 million towards a biomedical data science initiative. In 2020, due to the COVID-19 pandemic, Boyle reduced
Tim_Boyle_(businessman)
Canadian statistician
10, 1956) is a professor in the Departments of Statistics and Biomedical Data Science at Stanford University. He was a professor at the University of
Robert_Tibshirani
German statistician
Strimmer (born 1972) is a German statistician specialising in biomedical data science. He is a professor in statistics at the University of Manchester
Korbinian_Strimmer
American statistician (1945–2023)
Lyman Wilbur Professor of Statistics, as well as a professor of Biomedical Data Science and of the Institute of Computational and Mathematical Engineering
Tze_Leung_Lai
List of academic journals in data science
Review of Biomedical Data Science BioData Mining BMC Bioinformatics Computational Statistics & Data Analysis Data & Knowledge Engineering Data Mining and
List_of_data_science_journals
Researcher, Stanford University
Professor of Biomedical Informatics and of Biomedical Data Science at Stanford University, and Division Director of the Stanford Center for Biomedical Informatics
Mark_Musen
academic not-for-profit foundation dedicated to biological and biomedical data science which federates bioinformatics activities throughout Switzerland
Swiss Institute of Bioinformatics
Swiss_Institute_of_Bioinformatics
South African-born biophysicist (born 1947)
2018, Levitt was a founding co-editor of the Annual Review of Biomedical Data Science. Michael Levitt was born in Pretoria, South Africa, to a Jewish
Michael_Levitt_(biophysicist)
multiple types of health data. He is a professor of Medicine and Biomedical Data Science at Stanford University and the Chief Data Scientist at Stanford
Nigam_Shah
Scientist trained in biology and medicine
A biomedical scientist is a scientist trained in biology, particularly in the context of medical laboratory sciences or laboratory medicine. These scientists
Biomedical_scientist
Publisher of academic journals
researchers in the fields of life, biomedical, physical, and social sciences; Knowable Magazine and Knowable en español, science journalism for the public; and
Annual_Reviews_(publisher)
Application of engineering principles and design concepts to medicine and biology
logical sciences to advance health care treatment, including diagnosis, monitoring, and therapy. Also included under the scope of a biomedical engineer
Biomedical_engineering
American bioinformatician
director of Data Carpentry. She is known for her work in open science and biomedical data science education. Teal received her Bachelors of Science in Cybernetics
Tracy_Teal
American biomedical engineer (born 1980)
applies high-dimensional nonlinear machine learning methods to biomedical data science challenges. They have published over 100 papers in prominent scientific
Joshua_Vogelstein
Interdisciplinary branch of science concerned with presenting scientific data visually
Procter, James B. (2018-07-20). "Visualization of Biomedical Data". Annual Review of Biomedical Data Science. 1 (1): 275–304. doi:10.1146/annurev-biodatasci-080917-013424
Scientific_visualization
2017 he was awarded an Endowed Professorship by Mount Sinai in Biomedical Data Science. Prior to Mount Sinai, he held positions as Co-founder and Director
Joel_Dudley
American geneticist
and in 2015 was named the inaugural chair of its Department of Biomedical Data Science. In 2025, he became the inaugural Vice Dean of Research of the
Carlos_D._Bustamante
Academic journal
Annual Review of Biomedical Engineering is an academic journal published by Annual Reviews (AR). In publication since 1999, this journal covers the significant
Annual Review of Biomedical Engineering
Annual_Review_of_Biomedical_Engineering
Medical school of the University of Buffalo, New York, US
at Buffalo School of Medicine and Biomedical Sciences, also known as Jacobs School of Medicine and Biomedical Sciences, is a public medical school in the
Jacobs School of Medicine and Biomedical Sciences
Jacobs_School_of_Medicine_and_Biomedical_Sciences
software, data science, and computer programming. Contents: A B C D E F G H I J K L M N O P Q R S T U V W X Y Z See also References abstract data type (ADT)
Glossary_of_computer_science
Medical school in Houston, Texas, US
Graduate School of Biomedical Sciences UTHealth School of Dentistry Cizik School of Nursing D. Bradley McWilliams School of Biomedical Informatics UTHealth
University of Texas Health Science Center at Houston
University_of_Texas_Health_Science_Center_at_Houston
Specification of a conceptualization
CSF, in biomedical literature. This is why a large number of public ontologies are related to the life sciences. Life science data science tools that
Ontology (information science)
Ontology_(information_science)
Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges, Lecture Notes in Computer Science, vol. 8401, Berlin
Biological_data
Indian-American computer scientist, and artificial intelligence
Sciences and Technology at Pennsylvania State University where he currently holds the Dorothy Foehr Huck and J. Lloyd Huck Chair in Biomedical Data Sciences
Vasant_Honavar
Process of automating the application of machine learning
C., Lavender, N.A., Kidd, L.C., Moore, J.H. (2016). Automating Biomedical Data Science Through Tree-Based Pipeline Optimization. In: Squillero, G., Burelli
Automated_machine_learning
File format for encoding linked data
(JavaScript Object Notation for Linked Data) is a method of encoding linked data using JSON and of serializing data similarly to traditional JSON. It is
JSON-LD
Kazakhstan-born human geneticist
also Co-Chief of the Section of Computational Biomedicine and Biomedical Data Science. Born in Kazakhstan, Rzhetsky was recruited to Pennsylvania State
Andrey_Rzhetsky
Book on data science applications
The first edition of the textbook Data Science and Predictive Analytics: Biomedical and Health Applications using R, authored by Ivo D. Dinov, was published
Data Science and Predictive Analytics
Data_Science_and_Predictive_Analytics
the section of Molecular Epidemiology within the department of Biomedical Data Sciences and chair of the LUMC Medical Research Profile on Ageing and of
Eline_Slagboom
American professor
Teri E. Klein is an American professor of Biomedical Data Science and Medicine (and of Genetics, by courtesy) at Stanford University. She is known for
Teri_Klein
Any factor, whether abiotic or biotic, that influences living organisms in an ecosystem
Exposome in the Era of the Quantified Self". Annual Review of Biomedical Data Science. 4 (1): 255–277. doi:10.1146/annurev-biodatasci-012721-122807.
Environmental_factor
Cancer research institute in Seattle, US
Center. Fred Hutchinson Cancer Research Center Web site Fred Hutch Biomedical Data Science Wiki Scholia has a profile for Fred Hutchinson Cancer Center (Q1452369)
Fred_Hutchinson_Cancer_Center
Salazar Institute of Biomedical Sciences (Portuguese: Instituto de Ciências Biomédicas Abel Salazar, ICBAS) is a medical and life sciences graduate school
Abel Salazar Institute of Biomedical Sciences
Abel_Salazar_Institute_of_Biomedical_Sciences
Greek-American scientist (born 1965)
Professor (by courtesy) of Statistics and Professor (by courtesy) of Biomedical Data Science. He is director of the Stanford Prevention Research Center, and
John_Ioannidis
Chinese-American biomedical engineer
Chinese-American biomedical engineer whose research involves biomedical big data analytics, the interpretation and application of big data in medicine and
May_Wang
American pediatric ophthalmologist
introductory graduate student course in biomedical informatics. From 2010-2020, he worked at Oregon Health & Science University (OHSU), where he was Knowles
Michael_F._Chiang
University in Niagara Falls, Ontario
university offers undergraduate and graduate programs in biomedical sciences, business, data analytics, management and digital media. The City of Niagara
University of Niagara Falls Canada
University_of_Niagara_Falls_Canada
University in Vietnam
Master of Science in Information Technology Management (MSc in Electrical Engineering) Master of Science in Biomedical Engineering (MSc in Biomedical Engineering)
Ho Chi Minh City International University
Ho_Chi_Minh_City_International_University
Software engineering approach to designing and developing information systems
and data science, which often involves machine learning. Making the data usable usually involves substantial computing and storage, as well as data processing
Data_engineering
Academic journal
organization whose stated mission is to synthesize knowledge "for the progress of science and the benefit of society." In 1947, AR's board of directors asked a number
Annual_Review_of_Psychology
Topics referred to by the same term
Astrophysics Annual Review of Biochemistry Annual Review of Biomedical Data Science Annual Review of Biomedical Engineering Annual Review of Biophysics Annual Review
Annual_Review
American geneticist and bioinformatician
"Automating Biomedical Data Science Through Tree-Based Pipeline Optimization". Applications of Evolutionary Computation. Lecture Notes in Computer Science. Vol
Jason_H._Moore
Canada-based researcher in the field of computational medicine
Shalmali Joshi, Kadija Ferryman, Marzyeh Ghassemi. Annual Review of Biomedical Data Science 4, 123-144. The false hope of current approaches to explainable
Marzyeh_Ghassemi
NIH center
realized from applying and advancing the field of biomedical computing, the Biomedical Information Science and Technology Initiative (BISTI) was launched
National Centers for Biomedical Computing
National_Centers_for_Biomedical_Computing
Computational approaches to health care
computing, biomedical computing, medical computer science, computer medicine, medical electronic data processing, medical automatic data processing,
Health_informatics
American epidemiologist (1936–2025)
She worked as a professor of health research and policy and of biomedical data science at Stanford University, and served as president of the International
Alice_S._Whittemore
United States NIH research program
Data and Research Center: Creating a Secure, Scalable, and Sustainable Ecosystem for Biomedical Research". Annual Review of Biomedical Data Science.
All_of_Us_(initiative)
Researcher
works within an interdisciplinary environment spanning medicine, data science, and biomedical informatics. Her work often examines how diagnostic algorithms
Roxana_Rose_Daneshjou
Medical school in Oxford, England
and Biomedical Sciences is the medical school of the University of Oxford in the city of Oxford, England. It is a component of the Medical Sciences Division
School of Medicine and Biomedical Sciences, University of Oxford
School_of_Medicine_and_Biomedical_Sciences,_University_of_Oxford
American genetic epidemiologist
In 2012, he was named the inaugural chair of the Department of Biomedical Data Science at the Geisel School of Medicine at Dartmouth College. He became
Christopher_Amos
American scientist
Govern, Paul (21 April 2016). "New doctoral track focuses on 'big' biomedical data science". Vanderbilt Health News. Vanderbilt University. Candelier, Emma
Jeffrey_Blume
Department of Biomedical Data Science at Stanford University Robert Plonsey (1924-2015), electrical engineer; Pfizer-Pratt Professor of Biomedical Engineering
List_of_Cooper_Union_alumni
Chinese-American statistician and computational biologist
University in 2009. As of 2020, he is Professor of Statistics and Biomedical Data Science at Stanford. His students include George Tseng at University of
Wing_Hung_Wong
Political scientist Sociologist Urban planner Science portal Lists of occupations Paul D. Ellner (2006). The Biomedical Scientist as Expert Witness. ASM Press
List of scientific occupations
List_of_scientific_occupations
A data science competition platform is used by businesses to host data science challenges that are hard to solve for one group. Historically, crowdsourcing
Data science competition platform
Data_science_competition_platform
American academic administrator (born 1958)
with Oregon Health and Science University to seed new academic opportunities to benefit society and create a biomedical data science center focused on finding
Michael_Schill
Information without a formal data model
empowers the biomedical community with phrase-mining tools for widespread biomedical research applications. In Sweden (EU), pre 2018, some data privacy regulations
Unstructured_data
American bioscientist and academic
PMC 3382018. PMID 22422992. Wikidata Q24599300. "Cedars-Sinai Welcomes Biomedical Data Science Expert". Cedars-Sinai Newsroom. Cedars-Sinai. 2023-02-27. Retrieved
Nicholas_Tatonetti
Professor in the Department of Genome Sciences at the University of Washington
15, 2025. Flynn, Emily; Almonte-Loya, Ana; Fragiadakis, Gabriela K. (2023-08-10). "Single-Cell Multiomics". Annual Review of Biomedical Data Science.
Cole_Trapnell
ISO/IEC standard for genomic information representation
Tsachy; Ochoa, Idoia (2019-07-20). "Genomic Data Compression". Annual Review of Biomedical Data Science. 2 (1): 19–37. doi:10.1146/annurev-biodatasci-072018-021229
MPEG-G
Academic journal
organization whose stated mission is to synthesize knowledge "for the progress of science and the benefit of society." In November 1960, the board of directors of
Annual Review of Astronomy and Astrophysics
Annual_Review_of_Astronomy_and_Astrophysics
Scottish immunologist
Annual Reviews after his tenure began, including in cancer biology; biomedical data science; control, robotics, and autonomous systems; criminology; and developmental
Richard_B._Gallagher
Predatory publisher
and Intelligent Systems Biochemistry and Molecular Biology Biomedical Sciences Biomedical Statistics and Informatics Bioprocess Engineering Cancer Research
Science_Publishing_Group
Nonprofit, mission-driven magazine for science communication
Magazine is a non-profit, editorially independent online publication from science publisher Annual Reviews that discusses scientific discoveries and the
Knowable_Magazine
Public medical school in Charleston, South Carolina, US
biostatistics, biomedical data science, epidemiology, molecular and cellular biology, pathology and laboratory medicine, pharmacology, pharmaceutical sciences, microbiology
Medical University of South Carolina
Medical_University_of_South_Carolina
precision medicine, systems physiology Joshua Vogelstein, biomedical imaging, neuroscience, data science, machine learning, graph statistics Kathleen E. Cullen
Department of Biomedical Engineering (Johns Hopkins University)
Department_of_Biomedical_Engineering_(Johns_Hopkins_University)
"Satellite Monitoring for Air Quality and Health". Annual Review of Biomedical Data Science. 4: 417–447. doi:10.1146/annurev-biodatasci-110920-093120. PMID 34465183
Air_pollution_measurement
Application of engineering principles and design concepts to medicine and biology
logical sciences to advance health care treatment, including diagnosis, monitoring, and therapy. Also included under the scope of a biomedical engineer
Outline of biomedical engineering
Outline_of_biomedical_engineering
American data scientist
of Science and a Master of Science in mathematics and electrical engineering from Brigham Young University. He later completed a Ph.D. in Biomedical Engineering
Travis_Oliphant
members and hosts 150 datasets. Cullen joined the faculties of Biomedical Data Science and Epidemiology, and was appointed a senior fellow of the Stanford
Mark_Cullen_(physician)
Gene editing technique
for Analysis of Large-Scale CRISPR Screens". Annual Review of Biomedical Data Science. 3 (1). Annual Reviews: 137–162. doi:10.1146/annurev-biodatasci-020520-113523
Prime_editing
School of Dartmouth College in Hanover, New Hampshire, US
First-year students learn human anatomy and basic biomedical science in classes offered by the basic science departments, while beginning a two-year course
Geisel_School_of_Medicine
American computational biologist
Computational Biology and on the editorial boards of Annual Review for Biomedical Data Science, Genome Biology, Bioinformatics, IEEE/ACM TCBB, and Cell Systems
Bonnie_Berger
University in Bangladesh
introduced in the academic year 2015–16. In the academic year 2016–2017, the Biomedical Engineering (BME) program began. Departments of Finance & Banking, Management
Jashore University of Science and Technology
Jashore_University_of_Science_and_Technology
advanced and a global leader in the robotics, natural sciences, aerospace exploration and biomedical research areas. In 2025, Japan was ranked 12th in the
Science and technology in Japan
Science_and_technology_in_Japan
analyzing MRI data of muscle tissue using AI. She is from Lawrence, Kansas. Blemker completed a Bachelor of Science in Bioengineering and Biomedical Engineering
Silvia_Blemker
American nonprofit organization
expert panels to evaluate scientific literature, data, systems, and proposals in the biomedical sciences. LSRO was founded in 1962 as an office within the
Life_Sciences_Research_Office
Research center in Baton Rouge, Louisiana
The Pennington Biomedical Research Center is a health science-focused research center in Baton Rouge, Louisiana. It is part of the Louisiana State University
Pennington Biomedical Research Center
Pennington_Biomedical_Research_Center
Academic journal
organization whose stated mission is to synthesize knowledge "for the progress of science and the benefit of society." The journal's founding editors were Timothy
Annual_Review_of_Economics
Iranian-American computational biologist and biomedical engineer
biologist and biomedical engineer focused on cancer research. She holds the endowed Herbert & Florence Irving Associate Professorship of Cancer Data Research
Elham_Azizi
Biomedical text analysis to extract relevant information and knowledge
Biomedical text mining (including biomedical natural language processing or BioNLP) refers to the methods and study of how text mining may be applied to
Biomedical_text_mining
British science data company and search engine
CiteAb Limited is a life science data company located in Bath, England that offers an antibody, biochemicals, experimental models, kits and protein search
CiteAb
Academic journal
the Subscribe to Open model. It is abstracted and indexed in the Social Sciences Citation Index. As of 2026,[update] Journal Citation Reports gives the
Annual_Review_of_Sociology
Field dedicated to organizing and structuring biomedical data
Biocuration is the field of life sciences dedicated to organizing biomedical data, information and knowledge into structured formats, such as spreadsheets
Biocuration
Systematic endeavour to gain knowledge
Krimsky, Sheldon (2003). Science in the Private Interest: Has the Lure of Profits Corrupted the Virtue of Biomedical Research. Rowman & Littlefield
Science
challenges in several focus areas: data science and cyberinfrastructure; environmental sciences; and biomedical and health sciences. RENCI was founded in January
Renaissance Computing Institute
Renaissance_Computing_Institute
Biomedical engineer
deputy dean for biomedical informatics at Yale University, leading the newly created Section for Biomedical Informatics and Data Science, with the stated
Lucila_Ohno-Machado
Academic journal
1950s, anthropologist Bernard J. Siegel received a grant from the National Science Foundation to establish an anthropology journal that published review articles
Annual_Review_of_Anthropology
Academic journal
The Journal of Biomedical Optics is a monthly peer-reviewed scientific journal published by SPIE. It covers the application of optical technology to health
Journal_of_Biomedical_Optics
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BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
BIOMEDICAL DATA-SCIENCE
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