Open AccessEffects of Image Quantity and Image Source Variation on Machine Learning Histology Differential Diagnosis Models
Author(s) -
Elham Vali-Betts,
Kevin Krause,
Alanna Mari Kaufman Dubrovsky,
Kristin Olson,
John Paul Graff,
Anupam Mitra,
Ananya Datta-Mitra,
Kenneth A. Beck,
Aristotelis Tsirigos,
Cynthia A. Loomis,
Antonio Galvao Neto,
Esther Adler,
Hooman H. Rashidi
Publication year - 2021
Publication title -
journal of pathology informatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.009
H-Index - 17
ISSN - 2153-3539
DOI - 10.4103/jpi.jpi_69_20
Subject(s) - generalizability theory , computer science , artificial intelligence , machine learning , convolutional neural network , generalization , transfer of learning , data mining , pattern recognition (psychology) , statistics , mathematics , mathematical analysis
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