Prioritizing cases from a multi-institutional cohort for a dataset of pathologist annotations

Prioritizing cases from a multi-institutional cohort for a dataset of pathologist annotations

Objective: With the increasing energy surrounding the development of artificial intelligence and machine learning (AI/ML) models, the use of the same external validation dataset by various developers allows for a direct comparison of model performance. Through our High Throughput Truthing project, w...

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Bibliographic Details
Main Authors: Victor Garcia, Emma Gardecki, Stephanie Jou, Xiaoxian Li, Kenneth R. Shroyer, Joel Saltz, Balazs Acs, Katherine Elfer, Jochen Lennerz, Roberto Salgado, Brandon D. Gallas
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Journal of Pathology Informatics
Subjects:
Data
Sampling
Prioritization
Validation
Online Access:http://www.sciencedirect.com/science/article/pii/S2153353924000506
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