Skip to Main Content

Author Details

Constantin F Aliferis
Institute for Health Informatics, University of Minnesota
1993
74
20
PMIDPaper TitleJournal TitlePublished Year
34313534Need for Emergent Intervention within 6â¿¿Hours: A Novel Prediction Model for Hospital Trauma Triage.Prehosp Emerg Care2022
36458123Mental health progress requires causal diagnostic nosology and scalable causal discovery.Front Psychiatry2022
36182774Causal analysis identifies small HDL particles and physical activity as key determinants of longevity of older adults.EBioMedicine2022
35202402Prediction of clinical trial enrollment rates.PLoS One2022
34137665Pharmacogenomics education, research and clinical implementation in the state of Minnesota.Pharmacogenomics2021
31527166Dilution of Molecular-Pathologic Gene Signatures by Medically Associated Factors Might Prevent Prediction of Resection Status After Debulking Surgery in Patients With Advanced Ovarian Cancer.Clin Cancer Res2020
31759888Evidence That Established Lung Cancer Mortality Disparities in American Indians Are Not Due to Lung Cancer Genetic Testing and Targeted Therapy Disparities.Clin Lung Cancer2020
32778671Computational causal discovery for post-traumatic stress in police officers.Transl Psychiatry2020
32224733Bariatric Surgery is Associated With Decreased Progression of Nonalcoholic Fatty Liver Disease to Cirrhosis: A Retrospective Cohort Analysis.Ann Surg2020
31266885De novo prediction of cell-type complexity in single-cell RNA-seq and tumor microenvironments.Life Sci Alliance2019
30815151Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions.AMIA Annu Symp Proc2018
28689495Machine learning methods to predict child posttraumatic stress: a proof of concept study.BMC Psychiatry2017
27028297A Complex Systems Approach to Causal Discovery in Psychiatry.PLoS One2016
26939894An Evaluation of Active Learning Causal Discovery Methods for Reverse-Engineering Local Causal Pathways of Gene Regulation.Sci Rep2016
26195278Low-grade inflammation in symptomatic knee osteoarthritis: prognostic value of inflammatory plasma lipids and peripheral blood leukocyte biomarkers.Arthritis Rheumatol2015
26521737Plasma levels of interleukin-1 receptor antagonist (IL1Ra) predict radiographic progression of symptomatic knee osteoarthritis.Osteoarthritis Cartilage2015
26958304Computational Methods for Unraveling Temporal Brain Connectivity Data.AMIA Annu Symp Proc2015
24043317Medical decision support using machine learning for early detection of late-onset neonatal sepsis.J Am Med Inform Assoc2014
24651673Information content and analysis methods for multi-modal high-throughput biomedical data.Sci Rep2014
24018484Microbiomic signatures of psoriasis: feasibility and methodology comparison.Sci Rep2013
25285052Algorithms for Discovery of Multiple Markov Boundaries.J Mach Learn Res2013
24456583A comprehensive evaluation of multicategory classification methods for microbiomic data.Microbiome2013
23920640Identifying unproven cancer treatments on the health web: addressing accuracy, generalizability and scalability.Stud Health Technol Inform2013
22761902Regression of atherosclerosis is characterized by broad changes in the plaque macrophage transcriptome.PLoS One2012
23282373New methods for separating causes from effects in genomics data.BMC Genomics2012
20951196A comprehensive assessment of methods for de-novo reverse-engineering of genome-scale regulatory networks.Genomics2011
21938341Trends and developments in bioinformatics in 2010: prospects and perspectives.Yearb Med Inform2011
21592391Causal graph-based analysis of genome-wide association data in rheumatoid arthritis.Biol Direct2011
21673802Expanding the understanding of biases in development of clinical-grade molecular signatures: a case study in acute respiratory viral infections.PLoS One2011
21419864A comparison of evaluation metrics for biomedical journals, articles, and websites in terms of sensitivity to topic.J Biomed Inform2011
20159615Improving development of the molecular signature for diagnosis of acute respiratory viral infections.Cell Host Microbe2010
20961438Using gene expression profiles from peripheral blood to identify asymptomatic responses to acute respiratory viral infections.BMC Res Notes2010
20502670Analysis and computational dissection of molecular signature multiplicity.PLoS Comput Biol2010
19290050Factors influencing the statistical power of complex data analysis protocols for molecular signature development from microarray data.PLoS One2009
19956420The FAST-AIMS Clinical Mass Spectrometry Analysis System.Adv Bioinformatics2009
19458790A novel information retrieval model for high-throughput molecular medicine modalities.Cancer Inform2009
18413779A statistical reappraisal of the findings of an esophageal cancer genome-wide association study.Cancer Res2008
18999029Models for predicting and explaining citation count of biomedical articles.AMIA Annu Symp Proc2008
18647401A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification.BMC Bioinformatics2008
17468134Genomics and proteomics of lung disease: conference summary.Am J Physiol Lung Cell Mol Physiol2007
19458765Challenges in the analysis of mass-throughput data: a technical commentary from the statistical machine learning perspective.Cancer Inform2007
18693924Are random forests better than support vector machines for microarray-based cancer classification?AMIA Annu Symp Proc2007
17911836Learning causal and predictive clinical practice guidelines from data.Stud Health Technol Inform2007
17911810A comparison of impact factor, clinical query filters, and pattern recognition query filters in terms of sensitivity to topic.Stud Health Technol Inform2007
17895998Effects of environment, genetics and data analysis pitfalls in an esophageal cancer genome-wide association study.PLoS One2007
17911859Text categorization models for identifying unproven cancer treatments on the web.Stud Health Technol Inform2007
16221938Using citation data to improve retrieval from MEDLINE.J Am Med Inform Assoc2006
17238292Prospective validation of text categorization filters for identifying high-quality, content-specific articles in MEDLINE.AMIA Annu Symp Proc2006
16622165A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents.J Am Med Inform Assoc2006
15374862A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.Bioinformatics2005
  • 1 - 50 of 74

Recommended Authors

Matthew B A McDermott
Harvard Medical School
Career Start Year 2016
Number of shared co-authors 0
Samuel G Finlayson
Harvard Medical School
Career Start Year 2014
Number of shared co-authors 0
Riccardo Miotto
Icahn School of Medicine at Mount Sinai
Career Start Year 2013
Number of shared co-authors 0
Benjamin S Glicksberg
Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai
Career Start Year 2013
Number of shared co-authors 0
Jeremy C Weiss
Carnegie Mellon University
Career Start Year 2012
Number of shared co-authors 2
Fei Wang
Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute
Career Start Year 2012
Number of shared co-authors 0
Anna Goldenberg
SickKids Research Institute
Career Start Year 2011
Number of shared co-authors 1
Kun-Hsing Yu
Harvard Medical School
Career Start Year 2011
Number of shared co-authors 2
Casey N Ta
Columbia University Irving Medical Center
Career Start Year 2011
Number of shared co-authors 0
Yuan Luo
Northwestern University Feinberg School of Medicine
Career Start Year 2007
Number of shared co-authors 4
Joel T Dudley
Institute for Next Generation Healthcare
Career Start Year 2006
Number of shared co-authors 2
Shyam Visweswaran
University of Pittsburgh
Career Start Year 2003
Number of shared co-authors 4
Tapio Pahikkala
University of Turku
Career Start Year 2003
Number of shared co-authors 0
Giuseppe Jurman
Data Science for Health Research Unit, Bruno Kessler Foundation
Career Start Year 2003
Number of shared co-authors 0
Assaf Gottlieb
Center for Precision Health, University of Texas Health Science Center at Houston
Career Start Year 2002
Number of shared co-authors 1
Nigam H Shah
Stanford University
Career Start Year 2002
Number of shared co-authors 2
Gil Alterovitz
Brigham and Women's Hospital
Career Start Year 2002
Number of shared co-authors 2
Griffin M Weber
Harvard Medical School
Career Start Year 2001
Number of shared co-authors 2
Javed Mostafa
University of North Carolina at Chapel Hill
Career Start Year 2001
Number of shared co-authors 0
Thomas A Lasko
Vanderbilt University
Career Start Year 1999
Number of shared co-authors 5
Alex A T Bui
University of California Los Angeles
Career Start Year 1998
Number of shared co-authors 0
Staal A Vinterbo
Norwegian University of Science and Technology
Career Start Year 1997
Number of shared co-authors 0
Atul J Butte
Bakar Computational Health Sciences Institute, University of California san francisco
Career Start Year 1993
Number of shared co-authors 3
Lucila Ohno-Machado
Escola de Administracao de Empresas - FGV, Stanford University, University of California San Diego, University of Sao Paulo, Yale School of Medicine
Career Start Year 1993
Number of shared co-authors 9
Tze-Yun Leong
National University of Singapore and AI Singapore
Career Start Year 1991
Number of shared co-authors 4
Bart De Moor
STADIUS Center for Dynamical Systems
Career Start Year 1990
Number of shared co-authors 1
Aaron M Cohen
Oregon Health & Science University
Career Start Year 1990
Number of shared co-authors 1
Peter Szolovits
Massachusetts Institute of Technology
Career Start Year 1986
Number of shared co-authors 1
Isaac S Kohane
Harvard Medical School
Career Start Year 1983
Number of shared co-authors 11
Yves A Lussier
Center for Biomedical Informatics and Biostatistics, University of Arizona
Career Start Year 1971
Number of shared co-authors 3

Collaborators

Yindalon Aphinyanaphongs
New York University
Co-authored papers 11
Gregory F Cooper
University of Pittsburgh
Co-authored papers 9
Ioannis Tsamardinos
Co-authored papers 8
Randolph A Miller
National Institutes of Health
Co-authored papers 5
Boris Winterhoff
University of Minnesota
Co-authored papers 3
Kevin B Johnson
University of Pennsylvania
Co-authored papers 2
Stefan Kommoss
Eberhard Karls University Tubingen
Co-authored papers 2
Subramani Mani
Co-authored papers 2
David Feny??
Institute for Systems Genetics, NYU Grossman School of Medicine
Co-authored papers 2
Pierre P Massion
Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center
Co-authored papers 2
Felix Hilpert
Co-authored papers 2
Jacobus Pfisterer
Co-authored papers 2
Michael J Fine
University of Pittsburgh School of Medicine
Co-authored papers 2
Edward H Shortliffe
Vagelos College of Physicians and Surgeons, Columbia University
Co-authored papers 1
Andreas du Bois
Co-authored papers 1
Rita Kukafka
Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center
Co-authored papers 1
Gottfried E Konecny
David Geffen School of Medicine at University of California Los Angeles
Co-authored papers 1
Pamala A Pawloski
HealthPartners Institute
Co-authored papers 1
Daniel R Masys
University of Washington School of Medicine.
Co-authored papers 1
Jonathan S Schildcrout
Vanderbilt University Medical Center.
Co-authored papers 1
Yukun Chen
Nanyang Technological University
Co-authored papers 1
Michael A Matthay
Cardiovascular Research Institute, University of California san francisco
Co-authored papers 1
William Hersh
Oregon Health & Science University
Co-authored papers 1
Steven G Johnson
Institute for Health Informatics, University of Minnesota
Co-authored papers 1
William E Kraus
Duke Molecular Physiology Institute, Duke University School of Medicine
Co-authored papers 1
Madurai G Sriram
Co-authored papers 1
Leonid Padyukov
Co-authored papers 1
John Quackenbush
Harvard T. H. Chan School of Public Health
Co-authored papers 1
Muqun Li
Vanderbilt University
Co-authored papers 1
Firas H Wehbe
Feinberg School of Medicine, Northwestern University
Co-authored papers 1
Release 1.2