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Bayesian Convolutional Neural Networks in Medical Imaging Classification: A Promising Solution for Deep Learning Limits in Data Scarcity Scenarios

面向数据稀疏场景的医学图像分类中的贝叶斯卷积神经网络研究

Filippo Bargagna,Lisa Anita De Santi,Nicola Martini et al.

Journal of digital imaging. 2023 Dec;36(6):2567-2577. DOI:10.1007/s10278-023-00897-8

Detecting and Characterizing Inferior Vena Cava Filters on Abdominal Computed Tomography with Data-Driven Computational Frameworks

基于数据驱动的计算框架检测和表征腹部CT扫描中的下腔静脉滤器

Sema Candemir,Robert Moranville,Kelvin A Wong et al.

Journal of digital imaging. 2023 Dec;36(6):2507-2518. DOI:10.1007/s10278-023-00882-1

DMCA-GAN: Dual Multilevel Constrained Attention GAN for MRI-Based Hippocampus Segmentation

基于MRI的海马分割的双重多级约束注意GAN（DMCA-GAN）

Xue Chen,Yanjun Peng,Dapeng Li et al.

Journal of digital imaging. 2023 Dec;36(6):2532-2553. DOI:10.1007/s10278-023-00854-5

Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms

应用超声心动图影像组学特征和机器学习算法评估地中海贫血患者左心室心肌功能障碍

Haniyeh Taleie,Ghasem Hajianfar,Maziar Sabouri et al.

Journal of digital imaging. 2023 Dec;36(6):2494-2506. DOI:10.1007/s10278-023-00891-0

Public Imaging Datasets of Gastrointestinal Endoscopy for Artificial Intelligence: a Review

胃肠内镜人工智能公共影像数据库综述

Shiqi Zhu,Jingwen Gao,Lu Liu et al.

Journal of digital imaging. 2023 Dec;36(6):2578-2601. DOI:10.1007/s10278-023-00844-7

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