Search Results - "Cai, Jiayue"
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ILF3 is a substrate of SPOP for regulating serine biosynthesis in colorectal cancer
Published in Cell research (01-02-2020)“…The Serine–Glycine–One-Carbon (SGOC) pathway is pivotal in multiple anabolic processes. Expression levels of SGOC genes are deregulated under tumorigenic…”
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Journal Article -
2
Sex, myelin, and clinical characteristics of Parkinson’s disease
Published in Frontiers in neuroscience (13-09-2023)“…Objective To determine if there are sex differences in myelin in Parkinson’s disease, and whether these explain some of the previously-described sex…”
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3
Galvanic Vestibular Stimulation (GVS) Augments Deficient Pedunculopontine Nucleus (PPN) Connectivity in Mild Parkinson's Disease: fMRI Effects of Different Stimuli
Published in Frontiers in neuroscience (28-02-2018)“…Falls and balance difficulties remain a major source of morbidity in Parkinson's Disease (PD) and are stubbornly resistant to therapeutic interventions. The…”
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Journal Article -
4
Walking exercise alters pedunculopontine nucleus connectivity in Parkinson’s disease in a dose-dependent manner
Published in Frontiers in neuroscience (09-08-2022)“…Background Gait disturbances are critical motor symptoms in Parkinson’s disease (PD). The mechanisms of gait impairment in PD are not entirely understood but…”
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SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images
Published in Medical image analysis (01-02-2023)“…Skin cancer is one of the most common types of malignancy, affecting a large population and causing a heavy economic burden worldwide. Over the last few years,…”
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Advances in functional and structural imaging of the brainstem: implications for disease
Published in Current opinion in neurology (01-08-2024)“…The brainstem's complex anatomy and relatively small size means that structural and functional assessment of this structure is done less frequently compared to…”
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Journal Article -
7
Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value
Published in IEEE journal of biomedical and health informatics (01-07-2019)“…Graph theoretical analysis is a powerful tool for quantitatively evaluating brain connectivity networks. Conventionally, brain connectivity is assumed to be…”
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Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection
Published in Computers in biology and medicine (01-10-2021)“…In recent years, vast developments in Computer-Aided Diagnosis (CAD) for skin diseases have generated much interest from clinicians and other eventual…”
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Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation
Published in IEEE transactions on medical imaging (01-07-2020)“…Inferring brain connectivity networks from fMRI data can take place at the Region of Interest (ROI) or voxel level. With most ROI-based approaches, the signals…”
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10
A Multi‐sequence MRI Study in Parkinson's Disease: Association Between Rigidity and Myelin
Published in Journal of magnetic resonance imaging (01-02-2022)“…Background The pathophysiology of rigidity in Parkinson's disease (PD) is poorly understood. Multi‐sequence functional and structural brain MRI may further…”
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11
Feature selection to simplify BDI for efficient depression identification
Published in 2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) (01-05-2016)“…The Beck Depression Inventory (BDI), a self-report questionnaire consisting of 21 question items, has been the most extensively used for depression assessment…”
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Conference Proceeding -
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Patterns of responses on the Montreal Cognitive Assessment in Parkinson’s Disease Associated Mild Cognitive Impairment (P1.044)
Published in Neurology (10-04-2018)“…Abstract only…”
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13
Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis
Published in Biomedical signal processing and control (01-09-2022)“…•A new method for skin lesion image retrieval using multiple input channels is proposed.•Similarity network fusion solves the problem of dimensional imbalance…”
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14
Galvanic Vestibular Stimulation Improves Subnetwork Interactions in Parkinson’s Disease
Published in Journal of healthcare engineering (13-05-2021)“…Background. Activating vestibular afferents via galvanic vestibular stimulation (GVS) has been recently shown to have a number of complex motor effects in…”
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AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification
Published 23-07-2024“…The 7-point checklist (7PCL) is widely used in dermoscopy to identify malignant melanoma lesions needing urgent medical attention. It assigns point values to…”
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Assessing functional connectivity of brainstem nuclei in fMRI data
Published in 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01-11-2017)“…The functional connectivity of brainstem nuclei with other cortical and subcortical regions (brainstem-brain connectivity) has not yet been completely…”
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Conference Proceeding -
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Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging
Published in 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (01-11-2019)“…Skin cancer is the most common cancer in western countries with a high incidence rate. Among all different types of skin cancers, malignant melanoma is the…”
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Conference Proceeding