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Network medicine: an approach to complex kidney disease phenotypes
Scientific reductionism has been the basis of disease classification and understanding for more than a century. However, the reductionist approach of...
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Unraveling the Link Between Complex Post-traumatic Stress Symptoms and Addictive Behaviors in Adolescents: A Network Analysis
Adolescence is marked by increased susceptibility to trauma-related disorders and substance and behavioral addictions (SBAs). Complex post-traumatic...
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Symptom structure of complex posttraumatic stress disorder among Chinese young adults with childhood trauma: a network analysis
BackgroundThe 11th revision of the World Health Organization’s International Classification of Diseases (ICD-11) includes a new disorder, complex...
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Cancer detection in breast cells using a hybrid method based on deep complex neural network and data mining
IntroductionDiagnosis of cancer in breast cells is an important and vital issue in the field of medicine. In this context, the use of advanced...
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Comparing the efficacy and safety of different thread-drawing surgery method for treating high complex anal fistula: a systematic review and network meta-analysis
PurposeTo evaluate the effect of different surgical methods in the treatment of high complex anal fistula by systematic review and network...
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Answering complex hierarchy questions in network meta-analysis
BackgroundNetwork meta-analysis estimates all relative effects between competing treatments and can produce a treatment hierarchy from the most to...
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The complex clinical response to selective serotonin reuptake inhibitors in depression: a network perspective
The clinical response to selective serotonin reuptake inhibitors (SSRIs) in depression takes weeks to be fully developed and is still not entirely...
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Microbiota–gut–brain axis mechanisms in the complex network of bipolar disorders: potential clinical implications and translational opportunities
Bipolar disorders (BD) represent a severe leading disabling mental condition worldwide characterized by episodic and often progressive mood...
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Accelerating susceptibility-weighted imaging with deep learning by complex-valued convolutional neural network (ComplexNet): validation in clinical brain imaging
ObjectivesSusceptibility-weighted imaging (SWI) is crucial for the characterization of intracranial hemorrhage and mineralization, but has the...
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Low awareness of the transitivity assumption in complex networks of interventions: a systematic survey from 721 network meta-analyses
BackgroundThe transitivity assumption is the cornerstone of network meta-analysis (NMA). Violating transitivity compromises the credibility of the...
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The boundaries between complex posttraumatic stress disorder symptom clusters and post-migration living difficulties in traumatised Afghan refugees: a network analysis
BackgroundPsychological distress due to the ongoing war, violence, and persecution is particularly common among Afghan asylum seekers and refugees....
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Involvement of the default mode network in patients with transient global amnesia: multilayer network
IntroductionWe aimed to investigate the alterations in the multilayer network in patients with transient global amnesia (TGA).
Methods ...
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TCMNPAS: a comprehensive analysis platform integrating network formulaology and network pharmacology for exploring traditional Chinese medicine
The application of network formulaology and network pharmacology has significantly advanced the scientific understanding of traditional Chinese...
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Multilayer network analysis in patients with juvenile myoclonic epilepsy
IntroductionWe conducted a multilayer network analysis in patients with juvenile myoclonic epilepsy (JME) and healthy controls, to investigate the...
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Research on disease diagnosis based on teacher-student network and Raman spectroscopy
Diabetic nephropathy is a serious complication of diabetes, and primary Sjögren’s syndrome is a disease that poses a major threat to women’s health....
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Personalized functional network map** for autism spectrum disorder and attention-deficit/hyperactivity disorder
Autism spectrum disorder (ASD) and Attention-deficit/hyperactivity disorder (ADHD) are two typical neurodevelopmental disorders that have a long-term...
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Develo** a Tool for Monitoring and Evaluating a Network Approach to Innovation: Lessons from Year 1 of the SexEdVA Disability-Inclusive Sexual Health Network (DSHN)
Disparities in sexual health outcomes for youth with disabilities require new and creative approaches to address the complex and often individualized...
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Abnormal Functional Connectivity Within Default Mode Network and Salience Network Related to Tinnitus Severity
BackgroundPrevious studies have demonstrated that tinnitus is associated with neural changes in the cerebral cortex. This study is aimed at...
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Mobilising context as complex and dynamic in evaluations of complex health interventions
BackgroundThe relationship between healthcare interventions and context is widely conceived as involving complex and dynamic interactions over time....
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Independently Trained Multi-Scale Registration Network Based on Image Pyramid
Image registration is a fundamental task in various applications of medical image analysis and plays a crucial role in auxiliary diagnosis,...
