Multi-classification model incorporating radiomics and clinic-radiological features for predicting invasiveness and differentiation of pulmonary adenocarcinoma nodules
To develop a comprehensive multi-classification model that combines radiomics and clinic-radiological features to accurately predict the invasiveness and differentiation of pulmonary adenocarcinoma nodules. (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 30, 2023 Category: Biomedical Engineering Authors: Haitao Sun, Chunling Zhang, Aimei Ouyang, Zhengjun Dai, Peiji Song and Jian Yao Tags: Research Source Type: research
Comparison of deep learning-based image segmentation methods for intravascular ultrasound on retrospective and large image cohort study
The aim of this study was to investigate the generalization performance of deep learning segmentation models on a large cohort intravascular ultrasound (IVUS) image dataset over the lumen and external elastic ... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 28, 2023 Category: Biomedical Engineering Authors: Liang Dong, Wei Lu, Xuzhou Lu, Xiaochang Leng, Jianping Xiang and Changling Li Tags: Research Source Type: research
Spatial mapping of tumor heterogeneity in whole-body PET –CT: a feasibility study
Tumor heterogeneity is recognized as a predictor of treatment response and patient outcome. Quantification of tumor heterogeneity across all scales may therefore provide critical insight that ultimately improv... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 25, 2023 Category: Biomedical Engineering Authors: Hanna J önsson, Håkan Ahlström and Joel Kullberg Tags: Research Source Type: research
Interpretable classification for multivariate gait analysis of cerebral palsy
The Gross Motor Function Classification System (GMFCS) is a widely used tool for assessing the mobility of people with Cerebral Palsy (CP). It classifies patients into different levels based on their gross mot... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 22, 2023 Category: Biomedical Engineering Authors: Changwon Yoon, Yongho Jeon, Hosik Choi, Soon-Sun Kwon and Jeongyoun Ahn Tags: Research Source Type: research
Investigating gait-responsive somatosensory cueing from a wearable device to improve walking in Parkinson ’s disease
Freezing-of-gait (FOG) and impaired walking are common features of Parkinson ’s disease (PD). Provision of external stimuli (cueing) can improve gait, however, many cueing methods are simplistic, increase task ... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 16, 2023 Category: Biomedical Engineering Authors: Dongli Li, Andre Hallack, Sophie Gwilym, Dongcheng Li, Michele T. Hu and James Cantley Tags: Research Source Type: research
Moderate static magnetic field promotes fracture healing and regulates iron metabolism in mice
Fractures are the most common orthopedic diseases. It is known that static magnetic fields (SMFs) can contribute to the maintenance of bone health. However, the effect and mechanism of SMFs on fracture is stil... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 15, 2023 Category: Biomedical Engineering Authors: Shenghang Wang, Yuetong Liu, Chenge Lou, Chao Cai, Weihao Ren, Junyu Liu, Ming Gong, Peng Shang and Hao Zhang Tags: Research Source Type: research
A combined encoder –transformer–decoder network for volumetric segmentation of adrenal tumors
The morphology of the adrenal tumor and the clinical statistics of the adrenal tumor area are two crucial diagnostic and differential diagnostic features, indicating precise tumor segmentation is essential. Th... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 8, 2023 Category: Biomedical Engineering Authors: Liping Wang, Mingtao Ye, Yanjie Lu, Qicang Qiu, Zhongfeng Niu, Hengfeng Shi and Jian Wang Tags: Research Source Type: research
Differences in intestinal motility during different sleep stages based on long-term bowel sounds
This study focused on changes in intestinal motility during different sleep stages based on long-term bowel sounds. (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 2, 2023 Category: Biomedical Engineering Authors: Guojing Wang, Yibing Chen, Hongyun Liu, Xiaohua Yu, Yi Han, Weidong Wang and Hongyan Kang Tags: Research Source Type: research
Deep learning algorithm performance in contouring head and neck organs at risk: a systematic review and single-arm meta-analysis
The contouring of organs at risk (OARs) in head and neck cancer radiation treatment planning is a crucial, yet repetitive and time-consuming process. Recent studies have applied deep learning (DL) algorithms t... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - November 1, 2023 Category: Biomedical Engineering Authors: Peiru Liu, Ying Sun, Xinzhuo Zhao and Ying Yan Tags: Review Source Type: research
A computer-aided determining method for the myometrial infiltration depth of early endometrial cancer on MRI images
To classify early endometrial cancer (EC) on sagittal T2-weighted images (T2WI) by determining the depth of myometrial infiltration (MI) using a computer-aided diagnosis (CAD) method based on a multi-stage dee... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 31, 2023 Category: Biomedical Engineering Authors: Liu Xiong, Chunxia Chen, Yongping Lin, Wei Mao and Zhiyu Song Tags: Research Source Type: research
Automated evaluation of typical patient –ventilator asynchronies based on lung hysteretic responses
Patient –ventilator asynchrony is common during mechanical ventilation (MV) in intensive care unit (ICU), leading to worse MV care outcome. Identification of asynchrony is critical for optimizing MV settings to... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 24, 2023 Category: Biomedical Engineering Authors: Yuhong Chen, Kun Zhang, Cong Zhou, J. Geoffrey Chase and Zhenjie Hu Tags: Research Source Type: research
A framework of myocardial bridge detection with x-ray angiography sequence
Myocardial bridges are congenital anatomical abnormalities in which myocardium covers a segment of coronary arteries, leading to stenocardia, myocardial ischemia, and sudden cardiac death in severe cases. Howe... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 19, 2023 Category: Biomedical Engineering Authors: Peng Zhou, Guangpu Wang, Shuo Wang, Huanming Li, Chong Liu, Jinglai Sun and Hui Yu Tags: Research Source Type: research
Correction: Point-of-care testing for cerebral edema types based on symmetric cancellation near-field coupling phase shift and support vector machine
(Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 17, 2023 Category: Biomedical Engineering Authors: Mingyan Li, Rui Zhu, Gen Li, Shengtong Yin, Lingxi Zeng, Zelin Bai, Jingbo Chen, Bin Jiang, Lihong Li and Yu Wu Tags: Correction Source Type: research
Deep learning based on susceptibility-weighted MR sequence for detecting cerebral microbleeds and classifying cerebral small vessel disease
Cerebral microbleeds (CMBs) serve as neuroimaging biomarkers to assess risk of intracerebral hemorrhage and diagnose cerebral small vessel disease (CSVD). Therefore, detecting CMBs can evaluate the risk of int... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 17, 2023 Category: Biomedical Engineering Authors: Ruizhen Wu, Huaqing Liu, Hao Li, Lifen Chen, Lei Wei, Xuehong Huang, Xu Liu, Xuejiao Men, Xidan Li, Lanqing Han, Zhengqi Lu and Bing Qin Tags: Research Source Type: research
A hybrid linear discriminant analysis and genetic algorithm to create a linear model of aging when performing motor tasks through inertial sensors positioned on the hand and forearm
During the aging process, cognitive functions and performance of the muscular and neural system show signs of decline, thus making the elderly more susceptible to disease and death. These alterations, which oc... (Source: BioMedical Engineering OnLine)
Source: BioMedical Engineering OnLine - October 16, 2023 Category: Biomedical Engineering Authors: Veronica de Lima Gon çalves, Caio Tonus Ribeiro, Guilherme Lopes Cavalheiro, Maria José Ferreira Zaruz, Daniel Hilário da Silva, Selma Terezinha Milagre, Adriano de Oliveira Andrade and Adriano Alves Pereira Tags: Research Source Type: research
