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Rilevamento delle lesioni utilizzando la struttura segmentata della retina

Rilevamento delle lesioni utilizzando la struttura segmentata della retina

Anoop Balakrishnan Kadan / Perumal Sankar

43,94 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2024
Materia
Empresa y gestión
ISBN:
9786208239398
43,94 €
IVA incluido
Disponible

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La morfologia della retina indica malattie come la retinopatia diabetica, il glaucoma e l’ipertensione. L’estrazione automatica delle lesioni dalle immagini retiniche può aiutare nella diagnosi precoce e nello screening di malattie comuni come la retinopatia diabetica. L’identificazione automatica delle patologie da essudato nelle immagini del fondo retinico basate sul clustering fuzzy c means. Questo approccio impiega un’esclusiva esecuzione sequenziale di operatori morfologici per estrarre le caratteristiche dell’immagine del fundus, come vasi, lesioni rosse e bianche, insieme all’analisi delle caratteristiche della texture. Infine, le caratteristiche selezionate vengono passate al noto classificatore SVM (Support Vector Machine), che classifica le immagini in classi normali e anormali e consente di estrarre le regioni anormali.

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Otros libros del autor

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  • Détection des lésions à l’aide de la structure segmentée de la rétine
    Anoop Balakrishnan Kadan / Perumal Sankar
    La morphologie de la rétine indique des maladies telles que la rétinopathie diabétique, le glaucome et l’hypertension. L’extraction automatique de lésions à partir d’images rétiniennes peut contribuer au diagnostic précoce et au dépistage de maladies courantes telles que la rétinopathie diabétique. L’identification automatique des pathologies exsudatives dans les images du fond...
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  • Deteção de lesões utilizando a estrutura segmentada da retina
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