Jianfeng Qiu
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View article: Integration of intratumoral/peritumoral radiomics and deep learning for predicting overall survival in non-small cell lung cancer patients: a multicenter study
Integration of intratumoral/peritumoral radiomics and deep learning for predicting overall survival in non-small cell lung cancer patients: a multicenter study Open
Background Prognostic assessment of non-small cell lung cancer (NSCLC) relies on TNM staging, yet tumor heterogeneity limits its accuracy. This study aimed to develop a model for improving the prediction of overall survival (OS) in NSCLC p…
View article: StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection
StackCLIP: Clustering-Driven Stacked Prompt in Zero-Shot Industrial Anomaly Detection Open
Enhancing the alignment between text and image features in the CLIP model is a critical challenge in zero-shot industrial anomaly detection tasks. Recent studies predominantly utilize specific category prompts during pretraining, which can…
View article: Energy Optimization of Multi-task DNN Inference in MEC-assisted XR Devices: A Lyapunov-Guided Reinforcement Learning Approach
Energy Optimization of Multi-task DNN Inference in MEC-assisted XR Devices: A Lyapunov-Guided Reinforcement Learning Approach Open
Extended reality (XR), blending virtual and real worlds, is a key application of future networks. While AI advancements enhance XR capabilities, they also impose significant computational and energy challenges on lightweight XR devices. In…
View article: Concurrent SOS1 and MEK suppression inhibits signaling and growth of NF1-null melanoma
Concurrent SOS1 and MEK suppression inhibits signaling and growth of NF1-null melanoma Open
View article: Tyrosinase Driven-Intracellular Polymerization of a Porphyrin Derivative Induced Immunogenic Death of Melanoma Cells and Strengthened Photodynamic Therapy
Tyrosinase Driven-Intracellular Polymerization of a Porphyrin Derivative Induced Immunogenic Death of Melanoma Cells and Strengthened Photodynamic Therapy Open
View article: Investigation of reactive power referring to recent studies of time-averaged stored energy density
Investigation of reactive power referring to recent studies of time-averaged stored energy density Open
It is known that the energies associated with reactive power periodically exchange between power supply and energy storage component(s) of capacitor and/or inductor. However, reactive power may be altered by power electronic devices withou…
View article: A Riemannian Take on Distance Fields and Geodesic Flows in Robotics
A Riemannian Take on Distance Fields and Geodesic Flows in Robotics Open
Distance functions are crucial in robotics for representing spatial relationships between the robot and the environment. It provides an implicit representation of continuous and differentiable shapes, which can seamlessly be combined with …
View article: A survey of MRI-based brain tissue segmentation using deep learning
A survey of MRI-based brain tissue segmentation using deep learning Open
Segmentation of brain tissue from MR images provides detailed quantitative brain analysis for accurate diagnosis, detection, and classification of brain diseases, and plays an important role in neuroimaging research and clinical environmen…
View article: ame-miR-5119-Eth axis modulates larval-pupal transition of western honeybee worker
ame-miR-5119-Eth axis modulates larval-pupal transition of western honeybee worker Open
The miRNA plays a key role in the regulation of hormone signaling in insects. The pathways by which miRNAs affect hormone levels are unclear in the honeybee ( Apis mellifera ), an indispensable pollinator in nature. In this study, ame-miR-…
View article: Gadolinium‐Manganese‐Based Nanoplatform Reverses Radiotherapy Resistant Factors for Radiotherapy Sensitization and Computed Tomography/Magnetic Resonance Dual‐Modal Imaging
Gadolinium‐Manganese‐Based Nanoplatform Reverses Radiotherapy Resistant Factors for Radiotherapy Sensitization and Computed Tomography/Magnetic Resonance Dual‐Modal Imaging Open
Insufficient reactive oxygen species originating from hypoxia and high glutathione (GSH) in the tumor microenvironment (TME) is an important reason for radiotherapy (RT) resistance. Currently, radiosensitizers that remodel TME are widely i…
View article: Imaging biomarkers between primary and metastatic tumors revealed by total-body positron emission tomography/computed tomography-based radiomics: a case series
Imaging biomarkers between primary and metastatic tumors revealed by total-body positron emission tomography/computed tomography-based radiomics: a case series Open
View article: The rise of flexible perovskite photovoltaics
The rise of flexible perovskite photovoltaics Open
View article: Multi-omics models predict treatment response and overall survival for non-small cell lung cancer patients following chemo-radiotherapy: A multi-center study
Multi-omics models predict treatment response and overall survival for non-small cell lung cancer patients following chemo-radiotherapy: A multi-center study Open
Background: Varying chemoradiotherapy outcomes in individuals arose from the intricate physical conditions and tumor heterogeneity characteristic of non-small cell lung cancer patients. This study aimed to develop and validate multi-omics …
View article: Fruit recognition, task plan, and control for apple harvesting robots
Fruit recognition, task plan, and control for apple harvesting robots Open
Intelligent apple-harvesting robots use a staggered distribution of branches and leaves during operation, causing problems such as slow motion planning, low operational efficiency, and high path cost for multi-degrees-of-freedom (DOF) harv…
View article: Biomedical application of terahertz imaging technology: a narrative review
Biomedical application of terahertz imaging technology: a narrative review Open
THz technology is an effective method for tumor imaging. We believe that with the joint efforts of researchers and clinicians, accurate, real-time, and safe THz imaging will be widely applied in clinical practice in the future.
View article: Radiomics‑Clinical model based on 99mTc-MDP SPECT/CT for distinguishing between bone metastasis and benign bone disease in tumor patients
Radiomics‑Clinical model based on 99mTc-MDP SPECT/CT for distinguishing between bone metastasis and benign bone disease in tumor patients Open
View article: Immediate visual reproduction negatively correlates with brain entropy of parahippocampal gyrus and inferior occipital gyrus in bipolar II disorder adolescents
Immediate visual reproduction negatively correlates with brain entropy of parahippocampal gyrus and inferior occipital gyrus in bipolar II disorder adolescents Open
Background Brain entropy reveals complexity and irregularity of brain, and it has been proven to reflect brain complexity alteration in disease states. Previous studies found that bipolar disorder adolescents showed cognitive impairment. T…
View article: Improved Apple Fruit Target Recognition Method Based on YOLOv7 Model
Improved Apple Fruit Target Recognition Method Based on YOLOv7 Model Open
This study proposes an improved algorithm based on the You Only Look Once v7 (YOLOv7) to address the low accuracy of apple fruit target recognition caused by high fruit density, occlusion, and overlapping issues. Firstly, we proposed a pre…
View article: Whole slide imaging-based deep learning to predict the treatment response of patients with non-small cell lung cancer
Whole slide imaging-based deep learning to predict the treatment response of patients with non-small cell lung cancer Open
A DL model was constructed based on WSI to predict the treatment response of patients with NSCLC. This model can help doctors to formulate personalized CRT plans and improve treatment outcomes.
View article: Identifying individuals with attention‐deficit/hyperactivity disorder based on multisite resting‐state functional magnetic resonance imaging: A radiomics analysis
Identifying individuals with attention‐deficit/hyperactivity disorder based on multisite resting‐state functional magnetic resonance imaging: A radiomics analysis Open
Attention‐deficit/hyperactivity disorder (ADHD) is one of the most common neurodevelopmental disorders, characterized by symptoms of age‐inappropriate inattention, hyperactivity, and impulsivity. Apart from behavioral symptoms investigated…
View article: Immediate Visual Reproduction Negatively Correlates with Brain Entropy of Parahippocampal Gyrus and Inferior Occipital Gyrus in Bipolar II Disorder Adolescents
Immediate Visual Reproduction Negatively Correlates with Brain Entropy of Parahippocampal Gyrus and Inferior Occipital Gyrus in Bipolar II Disorder Adolescents Open
Background Brain entropy reveals complexity and irregularity of brain, and it has been proven to reflect brain complexity alteration in disease states. Previous studies found that bipolar disorder adolescents showed cognitive impairment. T…
View article: Antifungal bio-coating of endotracheal tube built by overexpressing the <i>MCP1</i> gene of <i>Saccharomyces boulardii</i> and employing hydrogel as a “house” to antagonize <i>Candida albicans</i>
Antifungal bio-coating of endotracheal tube built by overexpressing the <i>MCP1</i> gene of <i>Saccharomyces boulardii</i> and employing hydrogel as a “house” to antagonize <i>Candida albicans</i> Open
Background For some ICU patients, an artificial airway must be established with an endotracheal tube, but Candida albicans can easily adhere to the tube surface and form a biofilm, leading to potentially life threatening fungal infections.…
View article: Responsive manganese-based nanoplatform amplifying cGAS-STING activation for immunotherapy
Responsive manganese-based nanoplatform amplifying cGAS-STING activation for immunotherapy Open
Background The activation of the cyclic guanosine monophosphate-adenosine monophosphate synthase-stimulator of interferon genes (cGAS-STING) signaling pathway has attracted great attention for its ability to up-regulate innate immune respo…
View article: Responsive manganese-based nanoplatform amplifying cGAS-STING activation for immunotherapy
Responsive manganese-based nanoplatform amplifying cGAS-STING activation for immunotherapy Open
Background: The activation of the cyclic guanosine monophosphate-adenosine monophosphate synthase-stimulator of interferon genes (cGAS-STING) signaling pathway has attracted great attention for its ability to up-regulate innate immune resp…
View article: Acylhydrazone-modified guar gum material for the highly effective removal of oily sewage
Acylhydrazone-modified guar gum material for the highly effective removal of oily sewage Open
Oily sewage poses a serious environmental risk normally; thus, herein, the modified guar gum (GG-SH) was prepared through rapid condensation reaction between polysaccharide and stearic hydrazide. GG-SH exhibited high removal efficiency of …
View article: Thalamo-cortical inter-subject functional correlation during movie watching across the adult lifespan
Thalamo-cortical inter-subject functional correlation during movie watching across the adult lifespan Open
An increasing number of studies have shown that the functional interactions between the thalamus and cerebral cortices play an important role in cognitive function and are influenced by age. Previous studies have revealed age-related chang…
View article: Insights into AIE materials: A focus on biomedical applications of fluorescence
Insights into AIE materials: A focus on biomedical applications of fluorescence Open
Aggregation-induced emission (AIE) molecules have garnered considerable interest since its first appearance in 2001. Recent studies on AIE materials in biological and medical areas have demonstrated that they show their promise as biomater…
View article: Machine learning algorithm performance evaluation in structural magnetic resonance imaging-based classification of pediatric bipolar disorders type I patients
Machine learning algorithm performance evaluation in structural magnetic resonance imaging-based classification of pediatric bipolar disorders type I patients Open
The diagnosis based on clinical assessment of pediatric bipolar disorder (PBD) may sometimes lead to misdiagnosis in clinical practice. For the past several years, machine learning (ML) methods were introduced for the classification of bip…
View article: Coronary computed tomography angiography as a screening tool for moderate-high risk asymptomatic type 2 diabetes mellitus patients
Coronary computed tomography angiography as a screening tool for moderate-high risk asymptomatic type 2 diabetes mellitus patients Open
Background There are few data on the clinical significance of coronary computed tomography angiography (CCTA) in asymptomatic type 2 diabetes mellitus (T2DM) patients. We performed a retrospective study to evaluate coronary heart disease (…
View article: Three-Dimensional Reconstruction of Monochamus alternatus Galleries Using CT Scans
Three-Dimensional Reconstruction of Monochamus alternatus Galleries Using CT Scans Open
As a vector of pine wood nematode disease, Monochamus alternatus is wood-boring, cryptic, and extremely difficult to control—features that have made them a disastrous problem. In this study, we present a method of scanning the galleries of…