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Brain Tumor Detection Using LSTM - Tapa blanda

Sai Suneel, A.; Saraswathi Bai, V.

 
9786208063986: Brain Tumor Detection Using LSTM
Tapa blanda
ISBN 10: 6208063981 ISBN 13: 9786208063986
Editorial: LAP LAMBERT Academic Publishing, 2025

Sinopsis

Recent studies have shown that deep learning models are capable of providing significant benefits for medical image analysis. When using LSTM for brain tumor detection, you would typically feed the sequential input data, such as MRI scans or patient time series data, into the LSTM model. The model would then learn from the sequential patterns and use that knowledge to classify whether a brain tumor is present or not. Our model leverages the temporal dependencies in medical imaging data to improve accuracy and robustness in tumor detection. The LSTM model performs better than traditional methods, as shown by our results. This results in high accuracy and valuable insights into the detected tumor region. Further, we explore the interpretability of LSTMs and the potential integration with clinical information for improved diagnosis and planning.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
6208063981
ISBN 13 
9786208063986
Encuadernación
Tapa blanda
Número de páginas
84
Contacto del fabricante
no disponible
Persona responsable
no disponible