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• Book

  Secondary Analysis of Electronic Health Records

  MIT Critical Data.

  Contents:
  Introduction to the Book
  Objectives of secondary analysis of EHR data
  Review of clinical database
  Challenges and opportunities
  Secondary Analysis of EHR Data Cookbook
  Overview
  Step 1: Formulate research question
  Step 2: Data extraction and preprocessing
  Step 3: Exploratory Analysis
  Step 4: Data analysis
  Step 5: Validation and sensitivity analysis
  Missing Data
  Noise vs. Outliers
  Case Studies
  Introduction
  Predictive Modeling: outcome prediction (discrete)
  Predictive Modeling: dose optimization (regression)
  Pharmacovigilance (classification)
  Comparative effectiveness: propensity score analysis
  Comparative effectiveness: instrumental variable analysis
  Decision and Cost Effectiveness Analysis: Hidden Markov models and Monte Carlo simulation
  Time series analysis: Gaussian processes (ICP modelling)
  Time series analysis: Bayesian inference (Motif discovery in numerical signals)
  Time Series analysis: Optimization techniques for hyperparameter selection
  Signal processing: analysis of waveform data
  Signal processing: False alarm reduction.

  Digital Access Springer 2016
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• Article

  Localisation immunohistochimique d'un nouveau polypeptide pancréatique Immunohistochemical localization of a new pancreatic polypeptide.

  Pelletier G, Leclerc R, Puviani R.

  Union Med Can. 1977 Mar;106(3):294-7.

  Digital Access Access Options
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  PubMed