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Article
Open AccessEnhancing human behavior recognition with spatiotemporal graph convolutional neural networks and skeleton sequences
This study aims to enhance supervised human activity recognition based on spatiotemporal graph convolutional neural networks by addressing two key challenges: (1) extracting local spatial feature information f...
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Article
Ubiquilin-4 induces immune escape in gastric cancer by activating the notch signaling pathway
We aimed to investigate the role of ubiquilin-4 in predicting the immunotherapy response in gastric cancer.
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Article
Open AccessEnhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation
Object detection holds a crucial role in medical diagnostics. Tasks like organ segmentation and malignancy diagnosis typically necessitate preliminary localization of corresponding anatomical structures. Preci...
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Article
Open AccessA medical multimodal large language model for future pandemics
Deep neural networks have been integrated into the whole clinical decision procedure which can improve the efficiency of diagnosis and alleviate the heavy workload of physicians. Since most neural networks are...
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Article
Open AccessDoes resection after neoadjuvant chemotherapy of docetaxel, oxaliplatin, and S-1 (DOS regimen) benefit for gastric cancer patients with single non-curable factor? a multicenter, prospective cohort study (Neo-REGATTA)
The Neo-REGATTA study evaluated the effectiveness and safety of Docetaxel, oxaliplatin, and S-1 (DOS regimen) followed by radical resection vs. chemotherapy in advanced gastric adenocarcinoma patients with sin...
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Article
A novel technique for the detection of myocardial dysfunction using ECG signals based on CEEMD, DWT, PSR and neural networks
The cardiovascular disease is one of the most serious health problems around the world. Traditionally, detection of cardiac arrhythmia based on the visual inspection of electrocardiography (ECG) signals by car...
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Article
Open AccessAuthor Correction: Genomic basis for RNA alterations in cancer
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Article
Targeting lectin-like oxidized low-density lipoprotein receptor-1 triggers autophagic program in esophageal cancer
Autophagy is a highly conserved catabolic process to maintain cellular homeostasis. However, dysfunctional autophagy contributes to a context-dependent role in cancer. Here, we clarified the exact role of auto...
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Article
Detection of heart valve disorders from PCG signals using TQWT, FA-MVEMD, Shannon energy envelope and deterministic learning
Heart valve disorders (HVDs) are the major causes of cardiovascular diseases (CVD), which may be detected at the early stage using routine auscultation examination. The phonocardiogram (PCG) is a graphical rep...
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Article
Open AccessStemness-related LncRNA pair signature for predicting therapy response in gastric cancer
As a critical feature of cancers, stemness is acknowledged as a contributor to the development of drug resistance in gastric cancer (GC). LncRNAs have been revealed to participate in this process. In this stud...
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Article
Open AccessPreparation and preliminary quality evaluation of aspirin/L-glutamate compound pellets
L-glutamate is an important component of protein. It can prevent gastrointestinal damage caused by NSAIDs. We constructed two-phase enteric-coated granules of aspirin and L-glutamate compound by extrusion sphe...
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Article
Dictionary Learning-Based Image Reconstruction for Terahertz Computed Tomography
Terahertz computed tomography (THz CT) demonstrates its advantages in aspects of nonmetallic and nonpolar materials penetration, 3D internal structure visualization, etc. To perform satisfied reconstruction re...
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Article
The prevalence and risks of major comorbidities among inpatients with pulmonary tuberculosis in China from a gender and age perspective: a large-scale multicenter observational study
In clinical practice, PTB patients have concurrent many types of comorbidities such as pneumonia, liver disorder, diabetes mellitus, hematological disorder, and malnutrition. Detecting and treating specific co...
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Article
A new approach for the detection of abnormal heart sound signals using TQWT, VMD and neural networks
Phonocardiogram (PCG) plays an important role in evaluating many cardiac abnormalities, such as the valvular heart disease, congestive heart failure and anatomical defects of the heart. However, effective card...
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Article
A novel technique for the detection of myocardial dysfunction using ECG signals based on hybrid signal processing and neural networks
Heart disease prevention is one of the most important tasks for healthcare problems since more than 50 million people around the world are at the risk of cardiovascular disease. Traditionally, electrocardiogra...
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Chapter and Conference Paper
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation
Recently, medical report generation, which aims to automatically generate a long and coherent descriptive paragraph of a given medical image, has received growing research interests. Different from the general...
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Article
A big landslide on the **sha River, Tibet, China: geometric characteristics, causes, and future stability
On October 10, 2018, a big landslide occurred on the right bank of the **sha River in Baige Village, Polo Township, Jiangda County, Tibet (hereafter called the Baige landslide), which blocked the **sha River...
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Article
Activated HIF1α of tumor cells promotes chemoresistance development via recruiting GDF15-producing tumor-associated macrophages in gastric cancer
Chemotherapy is the preferred treatment for advanced stage gastric cancer (GC) patients, and develo** chemoresistance is a tremendous challenge to efficacy of GC treatment. The treatments of anti-tumor chemo...
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Article
Multi-stage metasomatism of lithospheric mantle by asthenosphere-derived melts: evidence from mantle xenoliths in daxizhuang at the eastern North China craton
A detailed study on petrology and mineral chemistry of 12 mantle xenoliths from Late Cretaceous basaltic lava flows at Daxizhuang has been conducted to constrain the nature and secular evolution of the Mesozoi...
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Article
Identification of epileptic seizures in EEG signals using time-scale decomposition (ITD), discrete wavelet transform (DWT), phase space reconstruction (PSR) and neural networks
Traditionally, detection of epileptic seizures based on the visual inspection of neurologists is tedious, laborious and subjective. To overcome such disadvantages, numerous seizure detection techniques involvi...
