State-dependent neurovascular modulation induced by transcranial ultrasound stimulation [0.03%]
经颅超声刺激诱导的状态依赖性神经血管调节作用
Hang Song,Ruoyu Chen,Liyuan Ren et al.
Hang Song et al.
Previous studies reported baseline state-dependent effects on neural and hemodynamic responses to transcranial ultrasound stimulation. However, due to neurovascular coupling, neither neural nor hemodynamic baseline alone can fully explain t...
Kun Peng,Dan Huang,Yurong Chen
Kun Peng
Accurately classifying optical coherence tomography (OCT) images is essential for diagnosing and treating ophthalmic diseases. This paper introduces a novel generative adversarial network framework called MGR-GAN. The masked image modeling ...
Unrolled deep learning for breast cancer detection using limited-view photoacoustic tomography data [0.03%]
基于有限角度光声断层成像数据的乳腺癌检测的展开式深度学习方法
Mary John,Imad Barhumi
Mary John
Photoacoustic tomography (PAT) has emerged as a promising imaging modality for breast cancer detection, offering unique advantages in visualizing tissue composition without ionizing radiation. However, limited-view scenarios in clinical set...
Yunfeng Qin,Li Zhang,Boyang Yu
Yunfeng Qin
Selecting channels for motor imagery (MI)-based brain-computer interface (BCI) systems can not only enhance the portability of the systems, but also improve the decoding performance. Hence, we propose a cross-domain-based channel selection ...
Electrophysiological biomarkers based on CISANET characterize illness severity and suicidal ideation among patients with major depressive disorder [0.03%]
基于CISANET的电生理生物标志物可表征抑郁症患者的病情严重程度和自杀意念
Yuchen Liang,Xuelin Gu,Yifan Shi et al.
Yuchen Liang et al.
Major depressive disorder (MDD) is a significant neurological disorder that imposes a substantial burden on society, characterized by its high recurrence rate and associated suicide risk. Clinical diagnosis, which relies on interviews with ...
Non-parametric Bayesian deep learning approach for whole-body low-dose PET reconstruction and uncertainty assessment [0.03%]
全身低剂量PET重建和不确定性评估的非参数贝叶斯深度学习方法
Maya Fichmann Levital,Samah Khawaled,John A Kennedy et al.
Maya Fichmann Levital et al.
Positron emission tomography (PET) imaging plays a pivotal role in oncology for the early detection of metastatic tumors and response to therapy assessment due to its high sensitivity compared to anatomical imaging modalities. The balance b...
Adaptive ensemble loss and multi-scale attention in breast ultrasound segmentation with UMA-Net [0.03%]
基于UMA-Net的自适应集成损失和多尺度注意力的乳腺超声图像分割方法
Mohsin Furkh Dar,Avatharam Ganivada
Mohsin Furkh Dar
The generalization of deep learning (DL) models is critical for accurate lesion segmentation in breast ultrasound (BUS) images. Traditional DL models often struggle to generalize well due to the high frequency and scale variations inherent ...
Standard observation plane annotation for diagnosis of ossicular chain in the temporal bone CT images [0.03%]
颞骨CT图像锤砧链诊断的标准观察层面及标注
Xiaoguang Li,Tao Wang,Ruowei Tang et al.
Xiaoguang Li et al.
Temporal bone CT is an essential technique for diagnosing ossicular chain trauma, and the location of standard observation planes (SOP) is the foundation of imaging diagnosis. The ossicular chain is small in volume, and there are about 11 s...
CTCNet: a fine-grained classification network for fluorescence images of circulating tumor cells [0.03%]
CTCNet: 用于荧光图像的循环肿瘤细胞精细分类网络
Juntao Wu,Han Wang,Yuman Nie et al.
Juntao Wu et al.
The identification and categorization of circulating tumor cells (CTCs) in peripheral blood are imperative for advancing cancer diagnostics and prognostics. The intricacy of various CTCs subtypes, coupled with the difficulty in developing e...
Automatic skeletal maturity grading from pelvis radiographs by deep learning for adolescent idiopathic scoliosis [0.03%]
基于深度学习的青少年特发性脊柱侧凸 pelvic X 线影像自动评级系统
Yang Zhao,Junhua Zhang,Hongjian Li et al.
Yang Zhao et al.
Adolescent idiopathic scoliosis (AIS) is a three-dimensional spine deformity governed of the spine. A child's Risser stage of skeletal maturity must be carefully considered for AIS evaluation and treatment. However, there are intra-observer...