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Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images

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Published in:Discover Oncology
Format: Online Article RSS Article
Published: 2026
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container_title Discover Oncology
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discipline_display Endocrinology
discipline_facet Endocrinology
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journal_source_facet Discover Oncology
last_indexed 2026-06-20T21:43:32.555Z
publishDate 2026
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spellingShingle Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
Endocrinology
General
Endocrinology
sub_discipline_display General
sub_discipline_facet General
subject_display Endocrinology
General
Endocrinology
subject_facet Endocrinology
General
Endocrinology
title Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_alt Evaluación del rendimiento de los modelos YOLOv5 y YOLOv8 basados en aprendizaje profundo para la detección en tiempo real de cáncer de mama en imágenes mamográficas
Évaluation des performances des modèles YOLOv5 et YOLOv8 basés sur l'apprentissage profond pour la détection en temps réel du cancer du sein dans les images mammographiques
Avaliação de desempenho dos modelos YOLOv5 e YOLOv8 baseados em aprendizado profundo para detecção de câncer de mama em tempo real em imagens mamográficas
title_auth Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_es_txt Evaluación del rendimiento de los modelos YOLOv5 y YOLOv8 basados en aprendizaje profundo para la detección en tiempo real de cáncer de mama en imágenes mamográficas
title_fr_txt Évaluation des performances des modèles YOLOv5 et YOLOv8 basés sur l'apprentissage profond pour la détection en temps réel du cancer du sein dans les images mammographiques
title_full Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_fullStr Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_full_unstemmed Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_pt_txt Avaliação de desempenho dos modelos YOLOv5 e YOLOv8 baseados em aprendizado profundo para detecção de câncer de mama em tempo real em imagens mamográficas
title_short Performance evaluation of deep learning based YOLOv5 and YOLOv8 models for real time breast cancer detection in mammographic images
title_sort performance evaluation of deep learning based yolov5 and yolov8 models for real time breast cancer detection in mammographic images
topic Endocrinology
General
Endocrinology
url https://link.springer.com/article/10.1007/s12672-026-04746-2