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Search Results to Stefano Monti, PhD

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One or more keywords matched the following properties of Monti, Stefano

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Research Expertise & Professional Interests Stefano Monti is a Computational Biologist and joined the BU faculty as an associate professor in January 2011 in the section of Computational Biomedicine, with a joint appointment in the Bioinformatics program. Monti received his Ph.D. in Intelligent Systems and Artificial Intelligence from the University of Pittsburgh, and completed his training with a post-doctoral fellowship at the Robotics Institute at Carnegie Mellon. His doctoral and post-doctoral research focused on the development of machine learning and knowledge discovery methodologies, with a particular emphasis on probabilistic reasoning and Bayesian approaches to modeling biomedical data. Since 2001, he has worked in the field of Cancer Genomics, first as a Research Scientist at the Whitehead Institute’s Center for Genome Research, and later as a Computational Biologist in the Cancer Program at the Broad Institute, of which he remains an affiliate member.

One or more keywords matched the following items that are connected to Monti, Stefano

Item TypeName
Concept Algorithms
Concept Animal Testing Alternatives
Concept Antineoplastic Combined Chemotherapy Protocols
Concept Biopsy
Concept Colony-Forming Units Assay
Concept Computer Simulation
Concept Diagnosis, Computer-Assisted
Concept Diagnosis, Differential
Concept DNA Mutational Analysis
Concept Flow Cytometry
Concept Immunohistochemistry
Concept Models, Theoretical
Concept Neoplasm Staging
Concept Prognosis
Concept Subrenal Capsule Assay
Concept Subtraction Technique
Concept Transfection
Concept Transplantation, Heterologous
Concept User-Computer Interface
Concept Blotting, Western
Concept Carcinogenicity Tests
Concept Cohort Studies
Concept Immunophenotyping
Concept Polymerase Chain Reaction
Concept Paraffin Embedding
Concept Tissue Fixation
Concept Outcome Assessment (Health Care)
Concept In Situ Hybridization, Fluorescence
Concept Sequence Analysis, DNA
Concept Sequence Analysis, RNA
Concept Hematopoietic Stem Cell Transplantation
Concept Risk Assessment
Concept Toxicity Tests
Concept Cell Culture Techniques
Concept Reverse Transcriptase Polymerase Chain Reaction
Concept Oligonucleotide Array Sequence Analysis
Concept Gene Expression Profiling
Concept Xenograft Model Antitumor Assays
Concept Chromatin Immunoprecipitation
Concept Genome-Wide Association Study
Concept Gene Knockdown Techniques
Concept Molecular Targeted Therapy
Concept High-Throughput Nucleotide Sequencing
Academic Article Predicting dire outcomes of patients with community acquired pneumonia.
Academic Article Comparative gene marker selection suite.
Academic Article Bayesian methods for multivariate modeling of pleiotropic SNP associations and genetic risk prediction.
Academic Article Educating translational researchers in research informatics principles and methods: an evaluation of a model online course and plans for its dissemination.
Academic Article SimFuse: A Novel Fusion Simulator for RNA Sequencing (RNA-Seq) Data.
Academic Article Learning Bayesian Networks from Correlated Data.
Academic Article Network-based analysis of transcriptional profiles from chemical perturbations experiments.
Academic Article A Bayesian Network Classifier that Combines a Finite Mixture Model and a Naive Bayes Model
Academic Article A Multivariate Discretization Method for Learning Bayesian Networks from Mixed Data
Academic Article The impact of modeling the dependencies among patient findings on classification accuracy and calibration.
Academic Article Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data
Academic Article Learning Bayesian belief networks with neural network estimators
Academic Article Bounded recursive decomposition: A search-based method for belief-network inference under limited resources
Academic Article Learning Hybrid Bayesian Networks from Data
Academic Article Artificial Intelligence in Medicine: 5th Conference on Artificial Intelligence in Medicine Europe, AIME '95 Pavia, Italy, June 25–28, 1995 Proceedings
Academic Article PopCluster: an algorithm to identify genetic variants with ethnicity-dependent effects.
Academic Article CaDrA: A Computational Framework for Performing Candidate Driver Analyses Using Genomic Features.

Highlights
Search Criteria
  • Bayesian
  • Methods
  • Computing
  • Algorithms