Segmentation of kidney mass using AgDenseU-Net 2.5 D model

P Sun, Z Mo, F Hu, X Song, T Mo, B Yu, Y Zhang… - Computers in Biology …, 2022 - Elsevier
Abstract The Kidney and Kidney Tumor Segmentation Challenge 2021 (KiTS21) released a
kidney CT dataset with 300 patients. Unlike KiTS19, KiTS21 provided a cyst category …

Inferior Alveolar Nerve Canal Segmentation on CBCT Using U-Net with Frequency Attentions

Z Liu, D Yang, M Zhang, G Liu, Q Zhang, X Li - Bioengineering, 2024 - mdpi.com
Accurate inferior alveolar nerve (IAN) canal segmentation has been considered a crucial
task in dentistry. Failing to accurately identify the position of the IAN canal may lead to nerve …

Ppm-deeplab: Módulo de pirâmide de pooling como codificador da rede deeplabv3+ para segmentação de rins, cistos e tumores renais

CEF Matos, MVSL Oliveira, JOB Diniz… - Anais do XXIII …, 2023 - sol.sbc.org.br
O câncer renal está entre as principais causas de mortes relacionadas ao câncer em todo o
mundo. A detecção e o diagnóstico precoces são cruciais na luta contra esta doença …

MTAN: A semi-supervised learning model for kidney tumor segmentation

P Sun, S Yang, H Guan, T Mo, B Yu… - Journal of X-Ray …, 2023 - content.iospress.com
BACKGROUND: Medical image segmentation is crucial in disease diagnosis and treatment
planning. Deep learning (DL) 19 techniques have shown promise. However, optimizing DL …