Lung Parenchyma Segmentation Based on U-Net Fused With Shape Stream

Accurate lung parenchyma segmentation is vital for computer-aided lung cancer diagnosis. Existing lung parenchyma segmentation networks excel at segmenting large and clear lung parenchyma regions, but struggle with small and blurry regions. This study proposes an improved network structure to improv...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	IEEE Access
المؤلفون الرئيسيون:	Lun Zhu, Yinghui Cai, Jiahao Liao, Fan Wu
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	IEEE 2024-01-01
الموضوعات:	Deep learning lung parenchyma segmentation shape stream multi-scale feature
الوصول للمادة أونلاين:	https://ieeexplore.ieee.org/document/10433544/

مواد مشابهة

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The chloroplasts and unlignified parenchyma of two tropical pioneer forest tree species (Urticaceae).
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منشور في: (2011-02-01)

PATHOMORPHOLOGICAL CHANGES IN RENAL PARENCHYMA, AFTER MODELING OF ACUTE PYELONEPHRITIS IN MICE, DEPENDING ON THE ABILITY OF BACTERIA TO FORM BIOFILMS.
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Hyperechogenic renal parenchyma in potential live related kidney donors: Does it justify exclusion?
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Primary squamous cell carcinoma of renal parenchyma: A case report and literature review
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Correlation of Expression of TGF- β and MMP2 between Prostatic Adenocarcinoma and Adjacent Unaffected Parenchyma
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Squamous cell carcinoma of the renal parenchyma presenting as hydronephrosis: a case report and review of the recent literature
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Transcriptome profiling of Staphylococci-infected cow mammary gland parenchyma
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AFFNet: An Attention-Based Feature-Fused Network for Surface Defect Segmentation
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Estimation of the stiffness of hepatic metastases of colorectal cancer and surrounding parenchyma by ultrasound elastometry
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