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Real-Time Mouth State Detection Based on a BiGRU-CLPSO Hybrid Model with Facial Landmark Detection for Healthcare Monitoring Applications
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作者 Mong-Fong Horng Thanh-Lam Nguyen +4 位作者 Thanh-Tuan Nguyen Chin-Shiuh Shieh Lan-Yuen Guo Chen-Fu Hung Chun-Chih Lo 《Computer Modeling in Engineering & Sciences》 2026年第1期1266-1295,共30页
The global population is rapidly expanding,driving an increasing demand for intelligent healthcare systems.Artificial intelligence(AI)applications in remote patient monitoring and diagnosis have achieved remarkable pr... The global population is rapidly expanding,driving an increasing demand for intelligent healthcare systems.Artificial intelligence(AI)applications in remote patient monitoring and diagnosis have achieved remarkable progress and are emerging as a major development trend.Among these applications,mouth motion tracking and mouth-state detection represent an important direction,providing valuable support for diagnosing neuromuscular disorders such as dysphagia,Bell’s palsy,and Parkinson’s disease.In this study,we focus on developing a real-time system capable of monitoring and detecting mouth state that can be efficiently deployed on edge devices.The proposed system integrates the Facial Landmark Detection technique with an optimized model combining a Bidirectional Gated Recurrent Unit(BiGRU)and Comprehensive Learning Particle Swarm Optimization(CLPSO).We conducted a comprehensive comparison and evaluation of the proposed model against several traditional models using multiple performance metrics,including accuracy,precision,recall,F1-score,cosine similarity,ROC–AUC,and the precision–recall curve.The proposed method achieved an impressive accuracy of 96.57%with an excellent precision of 98.25%on our self-collected dataset,outperforming traditional models and related works in the same field.These findings highlight the potential of the proposed approach for implementation in real-time patient monitoring systems,contributing to improved diagnostic accuracy and supporting healthcare professionals in patient treatment and care. 展开更多
关键词 Remote patient monitoring mouth state detection DYSPHAGIA facial landmark detection bidirectional gated recurrent unit comprehensive learning particle swarm optimization
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Brain age estimation:premise,promise,and problems
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作者 Jarrad Perron Ji Hyun Ko 《Neural Regeneration Research》 SCIE CAS 2025年第8期2313-2314,共2页
Premise:The com bined effects of modern healthcare practices which prolong lifespan and declining birthrates have created unprecedented changes in age demographics worldwide that are especially pronounced in Japan,Sou... Premise:The com bined effects of modern healthcare practices which prolong lifespan and declining birthrates have created unprecedented changes in age demographics worldwide that are especially pronounced in Japan,South Korea,Europe,and North America.Since old age is the most significant predictor of dementia,global healthcare systems must rise to the challenge of providing care for those with neurodegenerative disorders. 展开更多
关键词 ESTIMATION providing BIRTH
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Role of pericytes in regulating penile angiogenesis and nerve regeneration
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作者 Guo Nan Yin Ji-Kan Ryu 《Asian Journal of Andrology》 2025年第1期13-19,共7页
Pericytes are multifunctional mural cells that surround the abluminal wall of endothelial cells and are associated with vascular development,vascular permeability,and angiogenesis.Additionally,pericytes demonstrate st... Pericytes are multifunctional mural cells that surround the abluminal wall of endothelial cells and are associated with vascular development,vascular permeability,and angiogenesis.Additionally,pericytes demonstrate stem cell-like properties and contribute to neuroinflammatory processes.Pericytes have been extensively studied in the central nervous system.However,specific mechanisms underlying its involvement in various physiological and pathological conditions,especially in erectile dysfunction(ED),remain poorly understood.Advancements in in vitro and in vitro techniques,such as single-cell RNA sequencing,are expanding our understanding of pericytes.Recent studies have shown that pericyte dysfunction is considered an important factor in the pathogenesis of vascular and neurological ED.Therefore,this study aims to analyze the specific role of pericytes in ED,focusing on diabetic and neurogenic ED.This article provides a comprehensive review of research findings on PubMed from 2000 to 2023,concerning pericyte dysfunction in the process of ED,offering valuable insights,and suggesting directions for further research. 展开更多
关键词 ANGIOGENESIS blood-brain barrier erectile dysfunction nerve regeneration PERICYTE stem cell
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Work Organization Model Applied on Smallholder Dairy Farms in Brazil
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作者 Claudilaine Caldas de Oliveira Antonio Renato Pereira Moro Leandra Ulbricht 《Journal of Agricultural Science and Technology(A)》 2017年第8期567-576,共10页
This research identified difficulties faced by dairy farmers in family farming, describing this diagnosis through ergonomic demand items (EDIs). The objective was to elaborate an organization model of work related t... This research identified difficulties faced by dairy farmers in family farming, describing this diagnosis through ergonomic demand items (EDIs). The objective was to elaborate an organization model of work related to dairy farming (WRDF). As a methodology, a descriptive exploratory study was carried out in 14 family dairy farms that were visited and had their activities monitored. As main results, 11 EDIs were identified. The ones grouped in the infrastructure factor showed the highest resolution priority. The WRDF model was composed of three categories: management, public policies management and infrastructure, which were further subdivided into technical and social aspects. From this perspective, it is believed that the implementation of the model can bring organizational improvement, once adjustments are made in the procedures and working conditions. This study sheds light on the conditions that need to be resolved with higher priority so that the farmers will remain in the dairy business. 展开更多
关键词 Milk production Brazil dairy farming ERGONOMICS work environment.
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Nanorobotics in Drug Delivery Systems for Treatment of Cancer: A Review
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作者 Glecia Virgolino da Silva LUZ 《材料科学与工程(中英文A版)》 2016年第3期167-180,共14页
关键词 纳米机器人 癌症治疗 抗癌药物 输送系统 分子生物学 生物技术 综述 医学发展
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Analysis of Mechanical Behavior of Composite Tissues Using Vibrational Optical Coherence Tomography
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作者 Frederick H. Silver Ruchit G. Shah 《World Journal of Mechanics》 2017年第10期271-282,共12页
Extracellular matrices (ECMs) found in vertebrate tissues are fiber reinforced composite materials that prevent premature mechanical failure, store, transmit, and dissipate mechanical energy generated by the musculosk... Extracellular matrices (ECMs) found in vertebrate tissues are fiber reinforced composite materials that prevent premature mechanical failure, store, transmit, and dissipate mechanical energy generated by the musculoskeletal system. We have developed a new method using optical cohesion tomography and vibrational analysis to non-destructively and non-invasively measure the mechanical properties of composite tissues and polymeric materials. In addition, this method can be used to measure the moduli of individual components of composite materials and perform “mechanical spectroscopy” on materials. In addition, we propose that measurement of the resonant frequency of a material minimizes the viscoelastic behavior of a composite material. This approach simplifies the analysis of mechanical behavior of polymers and others materials that demonstrate time-dependence to their properties. 展开更多
关键词 COLLAGEN Fibers Elastic Fibers DERMIS Mechanical Properties Optical COHERENCE Tomography VIBRATIONAL ANALYSIS Skin CARTILAGE Bone Composites
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Non-Invasive and Non-Destructive Determination of Corneal and Scleral Biomechanics Using Vibrational Optical Coherence Tomography: Preliminary Observations
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作者 Frederick H. Silver Ruchit G. Shah Dominick Benedetto 《Materials Sciences and Applications》 2018年第7期657-669,共13页
Experimental measurements made in this study on human and porcine eyes suggest that the resonant frequency for both cornea and sclera varies from 130 to 150 Hz and increases slightly with increasing intraocular pressu... Experimental measurements made in this study on human and porcine eyes suggest that the resonant frequency for both cornea and sclera varies from 130 to 150 Hz and increases slightly with increasing intraocular pressure. The values of the moduli calculated using the experimental values of the thickness are close to 2 MPa. Similar values of the modulus for cornea and sclera suggest that there is very little stress concentration at the cornea-scleral junction and that any stress concentration that occurs probably resides at the scleral attachment laterally and posteriorly. These moduli are close to those measured in vivo on human skin suggesting that the mechanism of tensile deformation of skin, cornea and sclera are similar. Our results suggest that the modulus of cornea and sclera can be measured non-invasively and non-destructively using vibrational OCT. Results of these studies will assist clinicians to better understand the influence of biomechanics on the outcome of corneal refractive surgery as well as the pathogenesis of eye disorders such as glaucoma, myopia and keratoconus. 展开更多
关键词 Collagen CORNEA SCLERA Skin BIOMECHANICS VIBRATIONAL OCT Optical Coherence Tomography (OCT) Modulus Resonant Frequency Mechanical Properties Myopia KERATOCONUS Glaucoma
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Virtual Biopsy and Physical Characterization of Tissues, Biofilms, Implants and Viscoelastic Liquids Using Vibrational Optical Coherence Tomography
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作者 Frederick H. Silver Ruchit G. Shah +2 位作者 Dominick Benedetto Abhinav Dulur Thomas Kirn 《World Journal of Mechanics》 2019年第1期1-16,共16页
Tissue biopsies and implant analysis during animal testing or clinical studies are a requirement for development of new surgical materials and procedures. In this paper we report the use of vibrational OCT (VOCT) to e... Tissue biopsies and implant analysis during animal testing or clinical studies are a requirement for development of new surgical materials and procedures. In this paper we report the use of vibrational OCT (VOCT) to evaluate the viscoelastic behavior of tissues, polymeric materials, biofilms, and viscoelastic solutions of macromolecules. Our results suggest that VOCT is a useful technique to characterize the behavior of cellular tissues and biofilms, polymeric implant materials and viscoelastic solutions used in medicine. It is demonstrated that the modulus and resonant frequency squared per unit thickness is a feature that can be used to characterize a variety of tissues. Further work is needed to understand the generalized behavior of synthetic polymers and viscoelastic solutions. 展开更多
关键词 OPTICAL COHERENCE TOMOGRAPHY VIBRATIONAL OPTICAL COHERENCE TOMOGRAPHY Biofilm Viscoelastic Solutions Mechanical Properties Modulus Stiffness TISSUES Hyaluronic Acid
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Viscoelastic Evaluation of Different Hyaluronic Acid Based Fillers Using Vibrational Optical Coherence Tomography
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作者 Frederick H. Silver Ruchit G. Shah +3 位作者 Nikita Kelkar Dominick Benedetto Dale DeVore Justin Cohen 《Materials Sciences and Applications》 2019年第5期423-431,共9页
Hylauronic acid (HA) is used as a viscoelastic in Ophthalmology during cataract surgery based on its high viscosity at rest, its ability to shear thin and dissipate energy during phacoemulsification. However, these pr... Hylauronic acid (HA) is used as a viscoelastic in Ophthalmology during cataract surgery based on its high viscosity at rest, its ability to shear thin and dissipate energy during phacoemulsification. However, these properties of HA solutions would make them susceptible to migration when used as dermal filler materials. In this study, we apply a new technique termed vibrational optical coherence tomography (VOCT) to compare the physical properties of different HA solutions and fillers used in facial aesthetics. Results presented in this study suggest that HA solutions and HA dermal fillers have markedly different physical properties. HA solutions are highly viscoelastic with high % viscous losses while fillers tend to have lower viscous energy dissipation properties. Clinical observations suggest that the high loss fillers are injected more superficially in the face where tension and internal and external forces are more likely minimized giving tissue of the hands and lips more volume and allowing more natural movement. In contrast, the lower loss gels that are used to lift tissue, generally have a higher G’, and are injected deeper into the face where injection and internal forces are likely to be higher. It is concluded that HA filler gel design can be optimized by use of VOCT to evaluate the % viscous energy loss both in vitro and in vivo. 展开更多
关键词 Hyaluronic Acid Injectable FILLER Dermal FILLER Plastic SURGERY Cosmetic SURGERY VISCOELASTIC Mechanical Properties Facial SURGERY Optical COHERENCE TOMOGRAPHY VIBRATIONAL Optical COHERENCE TOMOGRAPHY
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Effects of Tecartherapy on Body Tissue: A Systematic Review 被引量:1
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作者 Adriana Mitie Ida Eduardo Borba Neves Adriana Maria Wan Stadnik 《Journal of Biomedical Science and Engineering》 2023年第10期133-148,共16页
Electrophysical devices based on diathermy are one of the modalities used by many professionals to treat pain. The objective of this study was to identify the effects of Tecartherapy on healthy and unhealthy tissues. ... Electrophysical devices based on diathermy are one of the modalities used by many professionals to treat pain. The objective of this study was to identify the effects of Tecartherapy on healthy and unhealthy tissues. A systematic review of Tecartherapy technology was carried out. Articles published up to the year 2023 were investigated. The search argument used was “Capacitive-resistive electrical transfer” OR “Tecar” OR “Therapy Tecar” OR “CRET” in the BVS, Cochrane, PEDro, PubMed, IEEE Explore databases, Scielo and Web of Science. As for the main results of using Tecartherapy, there is an increase in temperature. In healthy tissues there is an increase in local blood flow, a decrease in muscle fatigue and an increase in muscle flexibility. In addition to the effects observed on healthy tissues, pain reduction and improved joint function were also observed. It was concluded that this technology has similar effects to other diathermy, but Tecartherapy proved to be safer and more comfortable. . 展开更多
关键词 CRET Electrical Transfer DIATHERMY Capacitive-Resistive
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Mechanical Analysis of Multi-Component Tissues
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作者 Frederick H. Silver Ruchit G. Shah 《World Journal of Mechanics》 2017年第4期121-132,共12页
Collagen is the major structural fiber found in mammalian tissues. It is a protein in the form of a triple-helix which is found in several subfamilies, the most abundant of which is the fiber forming group containing ... Collagen is the major structural fiber found in mammalian tissues. It is a protein in the form of a triple-helix which is found in several subfamilies, the most abundant of which is the fiber forming group containing Types I, II and III. Type I collagen is found in tendons, skin, cornea, bone, lung and vessel walls. This collagen is thought to give rise to the high tensile strengths of collagen fibers in tissues;in addition, it is actively involved in other physiologic processes such mechanotransduction. However, the non-linear mechanical behavior and viscoelasticity of collagen fibers make analysis of the mechanical properties of tissues complicated. Mechanistically, during mechanical loading, a tensional increase in the D period is observed with increasing strain that is associated with: 1) molecular elongation at the triple-helical level of structure;2) increases in the gap distance between the end of one triple-helix and the start of the next one in the microfibril;and 3) molecular slippage. In this paper, we discuss the relationship between collagen hierarchical structure and its non-linear mechanical properties. Using vibrational analysis and optical coherence tomography, it is hoped that the mechanical properties of collagenous tissues can be studied in vivo in order to better understand tissue mechanics and to be better able to offer early diagnosis and differentiation of different disease states. 展开更多
关键词 Collagen Fibers Mechanical Properties Optical Coherence Tomography VIBRATIONAL Analysis TENDON Skin CARTILAGE Elastic ARTERIES
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Biochemical, Biophysical and Mechanical Characterization of Decellularized Dermal Implants
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作者 Frederick H. Silver Dale DeVore Ruchit Shah 《Materials Sciences and Applications》 2017年第12期873-888,共16页
Allografts have been used in a variety of applications to augment as well as replace tissues throughout the body. A number of steps are involved in selection, harvesting, processing and testing of dermal allografts. G... Allografts have been used in a variety of applications to augment as well as replace tissues throughout the body. A number of steps are involved in selection, harvesting, processing and testing of dermal allografts. Grafts can be obtained that are: free of antibodies to viruses and low in viral titers. Cellular material can be eliminated from the tissue and the product becomes almost exclusively a collagen fiber network. The purpose of this paper is to examine the changes in collagen structure and properties that occur during processing of decellularized dermis. The results indicate that collagen fiber swelling occurs during processing although the product preserves the native collagen banding pattern at the fibrillar structural level. Fiber swelling and decreased collagen deformability of processed dermis, may lead to stress concentration at the implant-tissue interface and up-regulation of mechanotransduction. This may lead to premature mechanical failure due to creation of a chronic inflammatory condition at the implant-tissue interface. It is suggested that all dermal allografts be oriented such that Langer’s lines of the implant match those of the host tissue, and that wound closure by suturing be done under conditions that preserve the normal tension in skin in order to minimize implant-interfacial failure. 展开更多
关键词 Collagen DERMIS Repair Wound Healing Optical Coherence Tomography VIBRATIONAL Analysis Resonant Frequency MODULUS Langer’s Lines MECHANOTRANSDUCTION
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Enhancing cell infiltration of electrospun fibrous scaffolds in tissue regeneration 被引量:11
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作者 Jinglei Wu Yi Hong 《Bioactive Materials》 SCIE 2016年第1期56-64,共9页
Electrospinning is one of the most effective approaches to fabricate tissue-engineered scaffolds composed of nano-to sub-microscale fibers that simulate a native extracellular matrix.However,one major concern about el... Electrospinning is one of the most effective approaches to fabricate tissue-engineered scaffolds composed of nano-to sub-microscale fibers that simulate a native extracellular matrix.However,one major concern about electrospun scaffolds for tissue repair and regeneration is that their small pores defined by densely compacted fibers markedly hinder cell infiltration and tissue ingrowth.To address this problem,researchers have developed and investigated various methods of manipulating scaffold structures to increase pore size or loosen the scaffold.These methods involve the use of physical treatments,such as salt leaching,gas foaming and custom-made collectors,and combined techniques to obtain electrospun scaffolds with loose fibrous structures and large pores.This article provides a summary of these motivating electrospinning techniques to enhance cell infiltration of electrospun scaffolds,which may inspire new electrospinning techniques and their new biomedical applications. 展开更多
关键词 ELECTROSPINNING Scaffolds Porosity control Cell infiltration Tissue regeneration
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Cannabinoid Modulation of Monoamine Levels in Mouse Brain:Unveiling Neurochemical Dynamics through an Innovative High‑performance Liquid Chromatography‑Fluorescence Detection Bioanalysis
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作者 Fonseca Carla Cunha Susana +6 位作者 Ferreira Ricardo Lapo Pais Mariana Goncalves Joana Camins Antoni Ettcheto Miren Barbosa Rui Fortuna Ana 《Journal of Analysis and Testing》 EI CSCD 2024年第3期300-314,共15页
Homeostasis of monoaminergic pathways is compromised in aging and neurodegenerative/neurological diseases such as Alzheimer’s disease and depression.On the other hand,their modulation has also been linked to the mech... Homeostasis of monoaminergic pathways is compromised in aging and neurodegenerative/neurological diseases such as Alzheimer’s disease and depression.On the other hand,their modulation has also been linked to the mechanism of action of several drugs.Therefore,monitoring the levels of noradrenaline(NA),adrenaline(AD),dopamine(DA),and serotonin(5-HT),as well as those of tryptophan(TRYP),the precursor of 5-HT,and DA metabolites,namely 3,4-dihydroxyphenylacetic acid(DOPAC)and homovanillic acid(HVA),is fundamental for assessing disease severity and progression.This work aimed to develop and validate the first High-Performance Liquid Chromatography(HPLC)coupled with fluorescence detector(FLD)method that simultaneously and accurately quantifies NA,AD,DA,DOPAC,HVA,5-HT and TRYP in mouse brain and prefrontal cortex(PFC)matrices.Previous sample preparation by protein precipitation was required to extract the compounds.Calibration curves were plotted using the background subtraction approach to reduce the interference of the endogenous analytes.Intra and inter-day accuracy and precision were within the ranges defined by ICH(The International Council for Harmonisation)guideline for bioanalytical method validation.Following validation,the impact of cannabidiol(CBD),cannabigerol(CBG),and cannabidivarin(CBDV)was explored in mice brains post-administration,revealing significant alterations in specific neurotransmitter levels upon cannabinoid exposure and shedding light on the complex modulation of neurochemical dynamics by cannabinoids.This research highlights the fit-for-purpose of the HPLC-FLD method and provides insights into potential mechanisms underlying phytocannabinoid actions in the central nervous system(CNS). 展开更多
关键词 NEUROTRANSMITTER HPLC Mice Brain Prefrontal cortex CANNABINOID
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Dry powder platform for pulmonary drug delivery 被引量:9
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作者 Derek Ivan Daniher Jesse Zhu 《Particuology》 SCIE EI CAS CSCD 2008年第4期225-238,共14页
The phenomenon of particle interaction involved in pulmonary drug delivery belongs to a wide variety of disciplines of particle technology, in particular, fluidization. This paper reviews the basic concepts of pulmona... The phenomenon of particle interaction involved in pulmonary drug delivery belongs to a wide variety of disciplines of particle technology, in particular, fluidization. This paper reviews the basic concepts of pulmonary drug delivery with references to fluidization research, in particular, studies on Geldart group C powders. Dry powder inhaler device-formulation combination has been shown to be an effective method for delivering drugs to the lung for treatment of asthma, chronic obstructive pulmonary disease and cystic fibrosis. Even with advanced designs, however, delivery efficiency is still poor mainly due to powder dispersion problems which cause poor lung deposition and high dose variability. Drug particles used in current inhalers must be 1–5 μm in diameter for effective deposition in small-diameter airways and alveoli. These powders are very cohesive, have poor flowability, and are difficult to disperse into aerosol due to cohesion arising from van der Waals attraction. These problems are well known in fluidization research, much of which is highly relevant to pulmonary drug delivery. 展开更多
关键词 Dry powder inhaler Interparticle forces AEROSOL Pulmonary drug delivery Carrier particle FLUIDIZATION
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