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1.
J Coll Physicians Surg Pak ; 34(10): 1238-1244, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39410696

RESUMO

OBJECTIVE: To investigate the mean tooth length and root canal configuration of human maxillary and mandibular premolars in the population of Hyderabad, Pakistan, using Cone Beam Computed Tomography (CBCT). STUDY DESIGN: Observational study. Place and Duration of the Study: Department of Operative Dentistry and Endodontics, Liaquat University of Medical and Health Sciences, Jamshoro, Sindh, Pakistan, from December 2022 to March 2023. METHODOLOGY: Using retrospective analysis of CBCT scans, tooth length, the number of roots, and root canal configuration of 536 mandibular and maxillary premolars were assessed in the subpopulation of Pakistan. The data were analysed employing descriptive statistics, Chi-square tests, and One-Way ANOVA to determine the association between various factors and root canal morphology. RESULTS: Vertucci Type 1 (one canal) was the most common configuration in maxillary premolars, with frequencies ranging from 46.3 to 52.2%. The mean length of all 8 premolars ranged from 20.56 mm to 21.58 mm. C-shaped canal configurations were observed in a small percentage of maxillary and mandibular premolars, with C1 being the most common. No significant association was found between gender and canal configuration or tooth length, and in tooth lengths among different canal configurations. CONCLUSION: Vertucci Type 1 was the most common configuration in maxillary premolars, followed by Vertucci Type 4. Single-rooted premolars were more prevalent, while two-root configurations were less common. C-shaped canal configurations were observed in a small percentage of premolars, with higher frequency in mandibular premolars. KEY WORDS: Cone beam computed tomography, Dental anatomy, Endodontics, Premolars, Root canal morphology.


Assuntos
Dente Pré-Molar , Tomografia Computadorizada de Feixe Cônico , Cavidade Pulpar , Humanos , Dente Pré-Molar/anatomia & histologia , Dente Pré-Molar/diagnóstico por imagem , Paquistão , Cavidade Pulpar/anatomia & histologia , Cavidade Pulpar/diagnóstico por imagem , Feminino , Masculino , Estudos Retrospectivos , Raiz Dentária/anatomia & histologia , Raiz Dentária/diagnóstico por imagem , Maxila/anatomia & histologia , Maxila/diagnóstico por imagem , Adulto , Adolescente , Mandíbula/anatomia & histologia , Mandíbula/diagnóstico por imagem , Adulto Jovem
2.
J Pharm Bioallied Sci ; 16(Suppl 3): S2391-S2393, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39346135

RESUMO

Objective: The purpose of this retrospective study was to assess the variables affecting endodontic retreatment technique success. Methods: A 5-year period of 500 patient records from a dental clinic were examined. Pre-operative factors, procedure specifics, post-operative results, and demographic information were all documented. The study employed statistical analysis to determine the important factors that influence retreatment success. Findings: The average age of the study group was 45.2 years, and 56% of the participants were female. Sixty-four percent of patients had multiple root canals, and the most frequent initial diagnosis (60%) was apical periodontitis. The results of the surgery varied: 50% of patients had full healing, 30% had partial healing, and 20% had no improvement at all. Significant indicators of retreatment success were found to include age, initial diagnosis, and root canal morphology (P < 0.05). Conclusion: The effectiveness of endodontic retreatment operations is mostly influenced by age, apical periodontitis, and root canal morphology. Optimizing treatment results requires individualized treatment techniques based on each patient's unique features. Clinicians can benefit greatly from these findings in terms of increasing endodontic retreatment success rates and enhancing patient care.

3.
J Pharm Bioallied Sci ; 16(Suppl 3): S2788-S2790, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-39346191

RESUMO

Aim: The present study assessed the three-dimensional bone loss, at three different levels, around implants placed immediately after extraction using the socket shield method versus immediate implant placement. Materials and Methods: A non-randomized clinical trial was conducted in 30 cases divided into two groups: socket shield method and immediate implant placement (15 cases each). Horizontal bone width (HBW) (at three different levels from baseline) and vertical bone level (VBL) (mesial and distal surfaces of the implant) were measured preoperatively and 6 months postoperatively by using cone beam computed tomography and radio visio graphy. Results: The mean difference at 2-mm and 8-mm HBW from the baseline was better in the socket shield technique, although the results were not significant. Significant results were found in Levene's test for equality of error variances. The VBL was significant at both the distal and mesial surfaces of the implant. Conclusion: The socket shield approach demonstrated promising clinical outcomes in preserving alveolar ridge morphology. It can be utilized as a substitute for the typical instantaneous implant placement in the aesthetic zone.

4.
J Pharm Bioallied Sci ; 16(Suppl 1): S803-S805, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38595461

RESUMO

Introduction: The measurement of bite force is increasingly gaining importance in dentistry. This preliminary report evaluates the maximum voluntary bite force (MVBF) of young healthy individuals with normal occlusion and correlates the effect of age and gender with the maximum bite force (MBF). Materials and Methods: 405 participants in the age group of 18 to 40 years were selected from the outpatient department meeting inclusion and exclusion criteria. MVBF was measured with the help of a digital device called "Byte" at incisors, right first molar, and left first molar region. Results: There was a strong correlation between age with bite force. Bite force increased with age. Males had more bite force than females. The posterior region had higher bite force than the anterior region. Conclusion: Measurement of bite force is very important for every patient undergoing restorative treatment. The "Byte" device was found to be very efficient.

5.
J Pharm Bioallied Sci ; 16(Suppl 1): S800-S802, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38595492

RESUMO

Background: This research paper aims to investigate the effectiveness of gender identification utilizing palatal rugae. Materials and Methods: The size of the sample that was selected included 100 people. They were made up of 50 men and 50 women, all in between the ages of 18 and 25. To examine their palatal rugae patterns, casts were made after taking maxillary impressions. Based on the size and rugae amount found on the left as well as the right sides, the palatal rugae patterns were investigated. Rugae patterns have been recognized based on the categorization provided by Thomas and Kotze (1983). Statistical Analysis: Chi-square analysis has been used. Results: There were comparative variations in the shape of rugae patterns among male and female individuals. The study revealed that the circular pattern was higher in males (P < 0.01) as compared to females and the unification pattern was comparatively greater in females (P < 0.05) as compared to males. The most predominant pattern that was seen in both genders was the wavy pattern that was seen to be present in 57.17% of males and 53.42% of females. The rugae number on the right and left sides did not exhibit any significant variations. Conclusions: This research thus exhibits a relevant difference in patterns of rugae and also confirms the uniqueness of patterns in each individual. Hence, it could be utilized as an adjunct to other tools for identification in the forensic sciences.

6.
J Pharm Bioallied Sci ; 16(Suppl 1): S681-S683, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38595564

RESUMO

Background: Recent advancements in three-dimensional (3D) printing have introduced novel materials for removable partial dentures (RPD) base fabrication, promising improved mechanical properties, and biocompatibility. Materials and Methods: In this study, three different RPD base materials were evaluated: conventional heat-cured acrylic resin (Control), biocompatible 3D-printed resin (Test Group A), and a novel nanocomposite 3D-printed resin (Test Group B). A total of 30 standardized RPD base specimens (n = 10 per group) were fabricated according to established protocols. Microstructural analysis was performed using scanning electron microscopy (SEM), and the mechanical properties, including flexural strength and modulus, were determined using a universal testing machine. Results: Microstructural analysis revealed distinct differences among the materials. SEM images showed a well-defined and homogeneous microstructure in Test Group B, while Test Group A exhibited fewer voids compared to the Control group. Mechanical testing results indicated that Test Group B had the highest flexural strength (120 ± 5 MPa), followed by Test Group A (90 ± 4 MPa), and the Control group (75 ± 3 MPa). Similarly, Test Group B demonstrated the highest flexural modulus (3.5 ± 0.2 GPa), followed by Test Group A (2.8 ± 0.1 GPa), and the Control group (2.1 ± 0.1 GPa). Conclusion: These findings suggest that 3D-printed RPD base materials, particularly nanocomposite resins, hold promise for improving the overall quality and durability of removable partial dentures.

7.
J Pharm Bioallied Sci ; 16(Suppl 1): S745-S747, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38595573

RESUMO

Background: This research study aimed to evaluate and compare the capability of four various bite registration materials to reproduce precise interocclusal relationships in the vertical dimension. Materials and Methods: Ideal maxillary and mandibular casts were mounted on the semi-adjustable articulator in maximum intercuspation after mock tooth preparation on 46, 47, and 48. Models were scanned by the Medit T500 Dental Lab Scanner, and initial reading was noted at the predetermined points. Ten interocclusal bite registrations were made using four materials (CADbite, Jet Bite, Ramitec, and Aluwax). The mandibular model was demounted and again remounted using the interocclusal records, and the final reading was noted after scanning. Results: Ramitec showed superior results when compared to polyvinyl bite registration material and Aluwax, but the differences between Ramitec, CADbite, and Jet Bite were nonsignificant. Conclusions: Although all four materials are suitable for clinical use, elastomeric materials showed superior results. In that, polyether was found to be the best.

8.
Artigo em Inglês | MEDLINE | ID: mdl-38478035

RESUMO

Women going through menopause frequently experience vasomotor symptoms such as hot flashes, night sweats, and sleep disturbances, significantly influencing their quality of life. Hormonal therapy has been demonstrated to be beneficial in treating VMS. However, due to specific restrictions, it is not recommended for every woman. Fezolinetant, a neurokinin 3 antagonist and non-hormonal treatment for severe to moderate VMS, functions by inhibiting neuronal impulses originating from the hypothalamic thermoregulatory center. Current Skylight 2 and 4 trials statistically demonstrate the safety and acceptability of fezolinetant, with relatively few adverse effects reported. Fezolinetant has been shown great potential for treating menopausal-related VMS, supporting its further advancement. However, further investigation is required to thoroughly evaluate its safety, effectiveness, and its impact on sleep patterns.

9.
J Virol ; 98(2): e0150423, 2024 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-38289119

RESUMO

Coxsackievirus B3 (CVB3) is known to cause acute myocarditis and pancreatitis in humans. We investigated the microRNAs (miRNAs) that can potentially govern the viral life cycle by binding to the untranslated regions (UTRs) of CVB3 RNA. MicroRNA-22-3p was short-listed, as its potential binding site overlapped with the region crucial for recruiting internal ribosome entry site trans-acting factors (ITAFs) and ribosomes. We demonstrate that miR-22-3p binds CVB3 5' UTR, hinders recruitment of key ITAFs on viral mRNA, disrupts the spatial structure required for ribosome recruitment, and ultimately blocks translation. Likewise, cells lacking miR-22-3p exhibited heightened CVB3 infection compared to wild type, confirming its role in controlling infection. Interestingly, miR-22-3p level was found to be increased at 4 hours post-infection, potentially due to the accumulation of viral 2A protease in the early phase of infection. 2Apro enhances the miR-22-3p level to dislodge the ITAFs from the SD-like sequence, rendering the viral RNA accessible for binding of replication factors to switch to replication. Furthermore, one of the cellular targets of miR-22-3p, protocadherin-1 (PCDH1), was significantly downregulated during CVB3 infection. Partial silencing of PCDH1 reduced viral replication, demonstrating its proviral role. Interestingly, upon CVB3 infection in mice, miR-22-3p level was found to be downregulated only in the small intestine, the primary target organ, indicating its possible role in influencing tissue tropism. It appears miR-22-3p plays a dual role during infection by binding viral RNA to aid its life cycle as a viral strategy and by targeting a proviral protein to restrict viral replication as a host response.IMPORTANCECVB3 infection is associated with the development of end-stage heart diseases. Lack of effective anti-viral treatments and vaccines for CVB3 necessitates comprehensive understanding of the molecular players during CVB3 infection. miRNAs have emerged as promising targets for anti-viral strategies. Here, we demonstrate that miR-22-3p binds to 5' UTR and inhibits viral RNA translation at the later stage of infection to promote viral RNA replication. Conversely, as host response, it targets PCDH1, a proviral factor, to discourage viral propagation. miR-22-3p also influences CVB3 tissue tropism. Deciphering the multifaced role of miR-22-3p during CVB3 infection unravels the necessary molecular insights, which can be exploited for novel intervening strategies to curb infection and restrict viral pathogenesis.


Assuntos
Regiões 5' não Traduzidas , Infecções por Coxsackievirus , Enterovirus Humano B , Interações entre Hospedeiro e Microrganismos , MicroRNAs , Biossíntese de Proteínas , RNA Viral , Animais , Humanos , Camundongos , Regiões 5' não Traduzidas/genética , Antivirais/metabolismo , Infecções por Coxsackievirus/genética , Infecções por Coxsackievirus/virologia , Enterovirus Humano B/genética , Enterovirus Humano B/patogenicidade , Enterovirus Humano B/fisiologia , Células HeLa , Intestino Delgado/metabolismo , Intestino Delgado/virologia , MicroRNAs/genética , MicroRNAs/metabolismo , RNA Viral/genética , RNA Viral/metabolismo , Tropismo Viral/genética , Replicação Viral/genética , Cisteína Endopeptidases/metabolismo , Protocaderinas/deficiência , Protocaderinas/genética , Miocardite , Interações entre Hospedeiro e Microrganismos/genética
10.
Biopolymers ; 115(2): e23569, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37970979

RESUMO

This study aimed to investigate the three different methods for the fabrication of quercetin (1%-3% w/w of protein) incorporated soy protein isolate (SPI) films and their effect on material properties. The quercetin incorporated SPI films prepared by these methods were characterized by Fourier transform infrared (FTIR) spectroscopy, UV-Vis spectrophotometer, tensile properties, and water uptake and leaching properties. The cross-linking pattern was revealed by the FTIR spectrum that showed formation of an ester group because of interaction between the quercetin hydroxyl group and the carboxyl side chain of SPI amino acids. The tensile strength of SPI films were enhanced with the addition of quercetin as it increased to a maximum of 6.17 MPa while neat SPI film had tensile strength 4.13 MPa. The prepared films exhibit significant antibacterial activity against Listeria monocytogenes and Escherichia coli. The In-silico docking analysis demonstrates that covalent and non-covalent forces play crucial roles in binding interaction. It shows the formation of four hydrogen bonds, two salt bridges along with one pi-alkyl interaction. The simulation studies reflect the crucial amino acid residues involved in SPI-quercetin binding. The effect of quercetin binding with SPI on its stability and compactness is revealed by Root mean square deviation (RMSD) and radius of gyration studies.


Assuntos
Quercetina , Proteínas de Soja , Proteínas de Soja/química , Simulação de Acoplamento Molecular , Quercetina/farmacologia , Resistência à Tração , Antibacterianos/farmacologia
11.
Cureus ; 15(10): e47929, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38046488

RESUMO

OBJECTIVE: The objective is to comparatively assess the impact strength and flexural strength of polyether ether ketone (PEEK) vs. computer-aided design/computer-aided manufacturing (CAD/CAM) polymethyl methacrylate denture base material. METHODS: A total of 90 samples were fabricated with traditional heat cure PMMA, PEEK, and CAD/CAM PMMA and divided into three groups of 30 samples each. The impact strength of all the samples was measured using an Izod impact tester with a pendulum in the air at 23±2°C. A three-point bending test was used in a Universal Testing Machine to assess the flexural strength of all the samples. The impact strength and flexural strength mean values were computed using a one-way ANOVA test. RESULT: Impact strength and flexural strength of PEEK (IS=10.22±1.25 kJ/m2 and FS=120±8.0 MPa) is almost identical to CAD/CAM PMMA sample (IS=9.595±3.313 kJ/m2 and FS=118.11±5.00 MPa) whereas for conventional heat cure PMMA (IS=4.00±.011 kJ/m2 and FS=75.4±4.50 MPa) the values are least among the three. CONCLUSION:  PEEK or CAD/CAM PMMA share almost identical and superior mechanical properties, and both can be used as better alternatives for complete denture fabrication rather than using conventional heat cure PMMA.

12.
J Coll Physicians Surg Pak ; 33(12): 1372-1378, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38062591

RESUMO

OBJECTIVE: To determine the dental morphology and root canal anatomy of maxillary and mandibular second molars in Pakistani population living in Hyderabad. STUDY DESIGN: Retrospective, cross-sectional study. Place and Duration of the Study: Department of Operative Dentistry and Endodontics, Liaquat University of Medical and Health Sciences (LUMHS), Jamshoro, from April to May 2023. METHODOLOGY: This study analysed the number of roots, root canal configurations, and frequency of C-shaped root canals and their configuration assessment. The data was obtained from Cone Beam Computerised Tomography (CBCT) records sourced from the Department of Radiology at Advanced Dental Care Centre of LUMHS. RESULTS: Two-rooted maxillary second molar was present in 10.6% of teeth, while 5.3% were single-rooted. Among mandibular second molars, 6.8% had one root, while 2.3% had three. The maxillary second molar mesiobuccal roots were Type I in 47.7% cases. The maxillary second molars had C1-shaped canals in 3.8% of cases. The study revealed that 10.6% of mandibular second molars had C-shaped canals, 3.0% were C1, 6.8% C3a, and 0.8% C4. A minority of patients had palatal morphology with two roots (MP and DP) and Type 1 canal structure, while a subset had both MP and DP canals. CONCLUSION: The prevalence of radix in mandibular second molars was found to be relatively infrequent. The prevalent root canal configurations were Type I in the mesiobuccal and palatal roots and Type IV in the mesial root of mandibular second molars. A noteworthy correlation was detected between the molar type characterised by a single root and the existence of a C-shaped canal in the female population. KEY WORDS: CBCT, Dental anatomy, Gender, Root canal, Morphology, Pakistani population.


Assuntos
Cavidade Pulpar , Dente Molar , Humanos , Feminino , Cavidade Pulpar/diagnóstico por imagem , Estudos Retrospectivos , Estudos Transversais , Paquistão , Dente Molar/diagnóstico por imagem
13.
Cureus ; 15(11): e49071, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38130512

RESUMO

The goal of modern dentistry is to restore optimum oral health, function, and comfort for a patient. For an implant-supported fixed prosthesis, these goals cannot be met if the biomechanical factors governing the success of the prosthesis are overlooked. Mandibular flexure is one such factor that needs to be considered, especially when implants are being placed posterior to the interforaminal region. If not, it can lead to problems like increased stress, bone resorption, poor fit of the prosthesis, screw loosening, and patient discomfort. The use of a split-framework prosthesis is one of the measures that could be taken to decrease the stress, ensure a passive fit of the framework, and long-term maintenance of patient comfort and function. This case report describes the oral rehabilitation of a patient using a maxillary cast partial denture and mandibular split framework fixed prosthesis to compensate for mandibular flexure.

14.
Wiley Interdiscip Rev RNA ; : e1826, 2023 Nov 20.
Artigo em Inglês | MEDLINE | ID: mdl-37985142

RESUMO

Host factors play essential roles in viral infection, and their interactions with viral proteins are necessary for establishing effective pathogenesis. p53 is a host factor that maintains genomic integrity by controlling cell-cycle progression and cell survival. It is a well-known tumor suppressor protein that gets activated by various stress signals, thereby regulating cellular pathways. The cellular outcomes from different stresses are tightly related to p53 dynamics, including its alterations at gene, mRNA, or protein levels. p53 also contributes to immune responses leading to the abolition of viral pathogens. In turn, the viruses have evolved strategies to subvert p53-mediated host responses to improve their life cycle and pathogenesis. Some viruses attenuate wild-type p53 (WT-p53) function for successful pathogenesis, including degradation and sequestration of p53. In contrast, some others exploit the WT-p53 function through regulation at the transcriptional/translational level to spread infection. One area in which the importance of such host factors is increasingly emerging is the positive-strand RNA viruses that cause fatal viral infections. In this review, we provide insight into all the possible mechanisms of p53 modulation exploited by the positive-strand RNA viruses to establish infection. This article is categorized under: RNA Interactions with Proteins and Other Molecules > Protein-RNA Interactions: Functional Implications Translation > Regulation RNA in Disease and Development > RNA in Disease.

15.
J Pharm Bioallied Sci ; 15(Suppl 2): S1016-S1019, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37694016

RESUMO

Introduction: Salivary substitutes are gaining popularity these days because of the increase in patients with dry mouth. These substitutes must satisfy certain criteria to fulfill the patient's needs. One of these is wettability. Materials and Methods: One hundred fifty rectangular specimens of heat-cured denture base acrylic resin were prepared. A drop of test liquids (human saliva, distilled water, aqwet, saleva, and wet mouth) was placed over the test specimen and right and left contact angles were measured using optical contact angle machine. Results: All test liquids performed better than distilled water. Human saliva has the least contact angle followed by aqwet. Conclusion: Carboxymethyl cellulose base aqwet saliva substitute was found to be best having similar contact angle values to human saliva.

16.
J Pharm Bioallied Sci ; 15(Suppl 1): S554-S557, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37654340

RESUMO

Aim: To find out the prevalence of OSMF and its Co-relation of clinical grading to various habit factors (time span of habit practiced in years, repetition of habit practiced per day, time of habit practiced in minutes per use). Method: This descriptive, cross-sectional survey was carried out and close ended questionnaire was used for data collection. Demographic details like gender & age and different tissue exploiting habits like, chewing gutkha, chewing areca nut, chewing panmasala with or without tobacco, plain tobacco, mawa, smoking, alcohol was recorded. Also, duration of habit in years, repetition of habit per day, time of habit per use & site of involvement was recorded. Results: Among 5297 patients examined at OPD, 120 were diagnosed with OSMF. The present study found no statistical relation between age, gender & OSMF. The present study concluded that majority 83 (69.17%) of the OSMF patients are guthka user and buccal mucosa was most affected site. OSMF was more prevalent in patients who practiced the habit for more than 15 years. Conclusion: Among the OSMF patients, guthka was most commonly practiced & buccal mucosa was most commonly involved. Duration and frequency of consumption were significantly associated with severity of OSMF.

17.
Cureus ; 15(8): e43723, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37727184

RESUMO

Satisfactory restorations can be difficult in partially edentulous patients, especially those with unilateral or bilateral posterior ocular defects. With traditional and modern treatment options, recovery can be successful. Partial dentures with attachments are such a treatment. An implant-supported prosthesis is another option for therapy in these circumstances. Precision extracoronary attachments are the preferred treatment option when implant treatment does not give good results. This research offers two examples of partial cast prosthetic rehabilitation for distal extension utilizing precise attachments.

18.
Cell Rep Med ; 4(8): 101127, 2023 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-37463584

RESUMO

The COVID-19 pandemic highlights an urgent need for effective antivirals. Targeting host processes co-opted by viruses is an attractive antiviral strategy with a high resistance barrier. Picolinic acid (PA) is a tryptophan metabolite endogenously produced in mammals. Here, we report the broad-spectrum antiviral activity of PA against enveloped viruses, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), influenza A virus (IAV), flaviviruses, herpes simplex virus, and parainfluenza virus. Mechanistic studies reveal that PA inhibits enveloped virus entry by compromising viral membrane integrity, inhibiting virus-cellular membrane fusion, and interfering with cellular endocytosis. More importantly, in pre-clinical animal models, PA exhibits promising antiviral efficacy against SARS-CoV-2 and IAV. Overall, our data establish PA as a broad-spectrum antiviral with promising pre-clinical efficacy against pandemic viruses SARS-CoV-2 and IAV.


Assuntos
COVID-19 , Vírus da Influenza A , Animais , Humanos , SARS-CoV-2/metabolismo , Internalização do Vírus , Pandemias , Replicação Viral , Antivirais/farmacologia , Antivirais/uso terapêutico , Mamíferos/metabolismo
19.
Stud Health Technol Inform ; 305: 52-55, 2023 Jun 29.
Artigo em Inglês | MEDLINE | ID: mdl-37386956

RESUMO

In this study, a new method for detecting emotions using Blood Volume Pulse (BVP) signals and machine learning was presented. The BVP of 30 subjects from the publicly available CASE dataset was pre-processed, and 39 features were extracted from various emotional states, such as amusing, boring, relaxing, and scary. The features were categorized into time, frequency, and time-frequency domains and used to build an emotion detection model with XGBoost. The model achieved the highest classification accuracy of 71.88% using the top 10 features. The most significant features of the model were computed from time (5 features), time-frequency (4 features), and frequency (1 feature) domains. The skewness calculated from the time-frequency representation of the BVP was ranked highest and played a crucial role in the classification. Our study suggests the potential of using BVP recorded from wearable devices to detect emotions in healthcare applications.


Assuntos
Volume Sanguíneo , Emoções , Humanos , Medo , Instalações de Saúde , Frequência Cardíaca
20.
Signal Image Video Process ; 17(4): 981-989, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35910403

RESUMO

Deep learning-based image segmentation models rely strongly on capturing sufficient spatial context without requiring complex models that are hard to train with limited labeled data. For COVID-19 infection segmentation on CT images, training data are currently scarce. Attention models, in particular the most recent self-attention methods, have shown to help gather contextual information within deep networks and benefit semantic segmentation tasks. The recent attention-augmented convolution model aims to capture long range interactions by concatenating self-attention and convolution feature maps. This work proposes a novel attention-augmented convolution U-Net (AA-U-Net) that enables a more accurate spatial aggregation of contextual information by integrating attention-augmented convolution in the bottleneck of an encoder-decoder segmentation architecture. A deep segmentation network (U-Net) with this attention mechanism significantly improves the performance of semantic segmentation tasks on challenging COVID-19 lesion segmentation. The validation experiments show that the performance gain of the attention-augmented U-Net comes from their ability to capture dynamic and precise (wider) attention context. The AA-U-Net achieves Dice scores of 72.3% and 61.4% for ground-glass opacity and consolidation lesions for COVID-19 segmentation and improves the accuracy by 4.2% points against a baseline U-Net and 3.09% points compared to a baseline U-Net with matched parameters. Supplementary Information: The online version contains supplementary material available at 10.1007/s11760-022-02302-3.

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