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02/24/2023
Simulating and reporting frequentist operating characteristics of clinical trials that borrow external information
Borrowing of information from historical or external data to inform infe...
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12/16/2022
Tree-based exploratory identification of predictive biomarkers in observational data
The idea of "stratified medicine" is an important driver of methodologic...
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11/30/2022
Robust incorporation of historical information with known type I error rate inflation
Bayesian clinical trials can benefit of available historical information...
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06/15/2021
Machine learning-based analysis of hyperspectral images for automated sepsis diagnosis
Sepsis is a leading cause of mortality and critical illness worldwide. W...
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04/12/2021
Common Limitations of Image Processing Metrics: A Picture Story
While the importance of automatic image analysis is increasing at an eno...
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03/23/2020
Robust Medical Instrument Segmentation Challenge 2019
Intraoperative tracking of laparoscopic instruments is often a prerequis...
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10/11/2019
Methods and open-source toolkit for analyzing and visualizing challenge results
Biomedical challenges have become the de facto standard for benchmarking...
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10/09/2019
BIAS: Transparent reporting of biomedical image analysis challenges
The number of biomedical image analysis challenges organized per year is...
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02/25/2019
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
Semantic segmentation of medical images aims to associate a pixel with a...
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06/06/2018