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Likelihood Functions

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Marine animal tracking with classical and emerging localization algorithms.

Science robotics Nov 25, 2020
Localization algorithms applied to acoustic tags for tracking marine animals can also be used to localize marine robots.
Animals Robotics Algorithms Aquatic Organisms Acoustics Likelihood Functions Remote Sensing Technology Least-Squares Analysis
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Data-Adaptive Estimation for Double-Robust Methods in Population-Based Cancer Epidemiology: Risk Differences for Lung Cancer Mortality by Emergency Presentation.

American journal of epidemiology Apr 1, 2018
In this paper, we propose a structural framework for population-based cancer epidemiology and evaluate the performance of double-robust estimators for a binary exposure in cancer mortality. We conduct numerical analyses to study the bias and efficien...
Machine Learning Female Humans Neoplasms England Lung Neoplasms Risk Factors Male Epidemiologic Research Design Data Interpretation, Statistical Monte Carlo Method Emergency Service, Hospital Socioeconomic Factors Likelihood Functions Models, Statistical Bayes Theorem Sex Factors
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Genetic algorithms for dipole location of fetal magnetocardiography.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
In this paper, we explore the use of Maximum Likelihood (ML) method with Genetic Algorithms (GA) as global optimization procedure for source reconstruction in fetal magnetocardiography (fMCG) data. A multiple equivalent current dipole (ECD) model was...
Fetal Monitoring Adult Pregnancy Humans Magnetocardiography Signal-To-Noise Ratio Female Algorithms Heart Likelihood Functions
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Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets.

Medical physics Apr 1, 2016
PURPOSE: The authors are developing a computerized system for bladder segmentation in CT urography (CTU) as a critical component for computer-aided detection of bladder cancer.
Urography Image Processing, Computer-Assisted Reference Standards Likelihood Functions Urinary Bladder Neural Networks, Computer Tomography, X-Ray Computed Humans
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KNOWLEDGE-ASSISTED APPROACH TO IDENTIFY PATHWAYS WITH DIFFERENTIAL DEPENDENCIES.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2016
We have previously developed a statistical method to identify gene sets enriched with condition-specific genetic dependencies. The method constructs gene dependency networks from bootstrapped samples in one condition and computes the divergence betwe...
Systems Integration Databases, Genetic Humans Models, Statistical Computational Biology Algorithms Signal Transduction Brain Neoplasms Gene Expression Profiling Glioblastoma Gene Regulatory Networks Knowledge Bases Likelihood Functions
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Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.

Studies in health technology and informatics Jan 1, 2015
Recently, machine-learning techniques have spread many fields. However, machine-learning is still not popular in medical research field due to difficulty of interpreting. In this paper, we introduce a method of interpreting medical information using ...
Effect Modifier, Epidemiologic Humans Outcome Assessment, Health Care Machine Learning Likelihood Functions Decision Support Systems, Clinical Algorithms Data Interpretation, Statistical Natural Language Processing Electronic Health Records Data Mining
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