Differences in Topography of Individual Amyloid Brain Networks by Amyloid PET Images in Healthy Control, Mild Cognitive Impairment, and Alzheimer's Disease [0.03%]
基于PET amyloid图像的健康对照、轻度认知障碍和阿尔茨海默病个体淀粉样脑网络拓扑差异性分析
Tsung-Ying Ho,Shu-Hua Huang,Chi-Wei Huang et al.
Tsung-Ying Ho et al.
Amyloid plaques, implicated in Alzheimer's disease, exhibit a spatial propagation pattern through interconnected brain regions, suggesting network-driven dissemination. This study utilizes PET imaging to investigate these brain connections ...
Feature-Based vs. Deep-Learning Fusion Methods for the In Vivo Detection of Radiation Dermatitis Using Optical Coherence Tomography, a Feasibility Study [0.03%]
一种用于光学相干层析术检测放射性皮炎的特征融合与深度学习方法的可行性研究
Christos Photiou,Constantina Cloconi,Iosif Strouthos
Christos Photiou
Acute radiation dermatitis (ARD) is a common and distressing issue for cancer patients undergoing radiation therapy, leading to significant morbidity. Despite available treatments, ARD remains a distressing issue, necessitating further rese...
Banavathu Sridevi,B John Jaidhan
Banavathu Sridevi
The precise delineation of the pancreas from clinical images poses a substantial obstacle in the realm of medical image analysis and surgical procedures. Challenges arise from the complexities of clinical image analysis and complications in...
Automatic Diagnosis of Hepatocellular Carcinoma and Metastases Based on Computed Tomography Images [0.03%]
基于CT图像的肝细胞癌及转移灶的自动诊断方法研究
Vincent-Béni Sèna Zossou,Freddy Houéhanou Rodrigue Gnangnon,Olivier Biaou et al.
Vincent-Béni Sèna Zossou et al.
Liver cancer, a leading cause of cancer mortality, is often diagnosed by analyzing the grayscale variations in liver tissue across different computed tomography (CT) images. However, the intensity similarity can be strong, making it difficu...
Dual-Tree Complex Wavelet Pooling and Attention-Based Modified U-Net Architecture for Automated Breast Thermogram Segmentation and Classification [0.03%]
基于双树复小波池化和注意力机制的改进型U-Net乳腺热图分割与分类方法
Lalit Garia,Hariharan Muthusamy
Lalit Garia
Thermography is a non-invasive and non-contact method for detecting cancer in its initial stages by examining the temperature variation between both breasts. Preprocessing methods such as resizing, ROI (region of interest) segmentation, and...
Improved Automated Quality Control of Skeletal Wrist Radiographs Using Deep Multitask Learning [0.03%]
基于深度多任务学习的腕关节X线影像自动质量控制方法改进
Guy Hembroff,Chad Klochko,Joseph Craig et al.
Guy Hembroff et al.
Radiographic quality control is an integral component of the radiology workflow. In this study, we developed a convolutional neural network model tailored for automated quality control, specifically designed to detect and classify key attri...
A 3D Convolutional Neural Network Based on Non-enhanced Brain CT to Identify Patients with Brain Metastases [0.03%]
基于非增强型脑CT的三维卷积神经网络在识别脑转移患者中的应用
Tony Felefly,Ziad Francis,Camille Roukoz et al.
Tony Felefly et al.
Dedicated brain imaging for cancer patients is seldom recommended in the absence of symptoms. There is increasing availability of non-enhanced CT (NE-CT) of the brain, mainly owing to a wider utilization of Positron Emission Tomography-CT (...
The Fine-Tuned Large Language Model for Extracting the Progressive Bone Metastasis from Unstructured Radiology Reports [0.03%]
经精细调整的大型语言模型从非结构化放射学报告中提取进展性骨转移灶
Noriko Kanemaru,Koichiro Yasaka,Nana Fujita et al.
Noriko Kanemaru et al.
Early detection of patients with impending bone metastasis is crucial for prognosis improvement. This study aimed to investigate the feasibility of a fine-tuned, locally run large language model (LLM) in extracting patients with bone metast...
Predicting Pathological Characteristics of HER2-Positive Breast Cancer from Ultrasound Images: a Deep Ensemble Approach [0.03%]
基于超声图像的HER2阳性乳腺癌病理特征的深度学习集成预测方法
Zhi-Hui Chen,Hai-Ling Zha,Qing Yao et al.
Zhi-Hui Chen et al.
The objective is to evaluate the feasibility of utilizing ultrasound images in identifying critical prognostic biomarkers for HER2-positive breast cancer (HER2 + BC). This study enrolled 512 female patients diagnosed with HER2-positive brea...
Eric K Lai,Evan Slavik,Bessie Ganim et al.
Eric K Lai et al.
The widespread availability of smart devices has facilitated the use of medical photography, yet photodocumentation workflows are seldom implemented in healthcare organizations due to integration challenges with electronic health records (E...