Background parenchymal uptake classification using deep transfer learning on digital mammograms

Xudong Liu; Christopher Scott; Imon Banerjee; Celine Vachon; Carrie Hruska

doi:10.1016/j.smhl.2025.100573

Background parenchymal uptake classification using deep transfer learning on digital mammograms

Xudong Liu
, Christopher Scott
, Imon Banerjee
, Celine Vachon
, Carrie Hruska

School of Computing

Producción científica: Review article › revisión exhaustiva

Idioma original	English
Número de artículo	100573
Publicación	Smart Health
Volumen	36
DOI	https://doi.org/10.1016/j.smhl.2025.100573
Estado	Published - jun 1 2025

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

Good health and well being

ASJC Scopus Subject Areas

Medicine (miscellaneous)
Information Systems
Health Informatics
Computer Science Applications
Health Information Management

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10.1016/j.smhl.2025.100573

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title = "Background parenchymal uptake classification using deep transfer learning on digital mammograms",

keywords = "Background parenchymal uptake classification, Breast cancer, Deep transfer learning, Digital mammograms, Health Informatics, Machine learning",

author = "Xudong Liu and Christopher Scott and Imon Banerjee and Celine Vachon and Carrie Hruska",

note = "Publisher Copyright: {\textcopyright} 2025 Elsevier Inc.",

year = "2025",

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doi = "10.1016/j.smhl.2025.100573",

language = "English",

volume = "36",

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AU - Liu, Xudong

AU - Scott, Christopher

AU - Banerjee, Imon

AU - Vachon, Celine

AU - Hruska, Carrie

PY - 2025/6/1

Y1 - 2025/6/1

KW - Background parenchymal uptake classification

KW - Breast cancer

KW - Deep transfer learning

KW - Digital mammograms

KW - Health Informatics

KW - Machine learning

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UR - https://www.scopus.com/pages/publications/105001493921#tab=citedBy

U2 - 10.1016/j.smhl.2025.100573

DO - 10.1016/j.smhl.2025.100573

M3 - Review article

AN - SCOPUS:105001493921

VL - 36

JO - Smart Health

JF - Smart Health

M1 - 100573

ER -

Background parenchymal uptake classification using deep transfer learning on digital mammograms

ODS de las Naciones Unidas

ASJC Scopus Subject Areas

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Huella

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