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Lightweight deep learning framework for intracranial hemorrhage detection in brain CT scans

Intracranial hemorrhage, including clinically significant intracranial hemorrhage conditions, is a life-threatening condition in which rapid and accurate detection through brain computed tomography (CT) scans is crucial for patient survival. Manual interpretation of these scans remains time-consumin...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Sumaira Hussain, Salman Jan, Manal Aldhayan, Mohammad Asmat Ullah Khan, Shahid Kamal, Abid Jameel, Jawad Hasan Alkhateeb, Jamal Zraqou
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2026-06-01
Schriftenreihe:Frontiers in Medicine
Schlagworte:
automated diagnosis
brain CT
deep learning
EfficientNet-B0
intracranial hemorrhage
lightweight CNN
Online-Zugang:https://www.frontiersin.org/articles/10.3389/fmed.2026.1804084/full
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