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1.
Sci Rep ; 14(1): 15094, 2024 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-38956139

RESUMO

With the increase in the dependency on digital devices, the incidence of myopia, a precursor of various ocular diseases, has risen significantly. Because myopia and eyeball volume are related, myopia progression can be monitored through eyeball volume estimation. However, existing methods are limited because the eyeball shape is disregarded during estimation. We propose an automated eyeball volume estimation method from computed tomography images that incorporates prior knowledge of the actual eyeball shape. This study involves data preprocessing, image segmentation, and volume estimation steps, which include the truncated cone formula and integral equation. We obtained eyeball image masks using U-Net, HFCN, DeepLab v3 +, SegNet, and HardNet-MSEG. Data from 200 subjects were used for volume estimation, and manually extracted eyeball volumes were used for validation. U-Net outperformed among the segmentation models, and the proposed volume estimation method outperformed comparative methods on all evaluation metrics, with a correlation coefficient of 0.819, mean absolute error of 0.640, and mean squared error of 0.554. The proposed method surpasses existing methods, provides an accurate eyeball volume estimation for monitoring the progression of myopia, and could potentially aid in the diagnosis of ocular diseases. It could be extended to volume estimation of other ocular structures.


Assuntos
Olho , Miopia , Redes Neurais de Computação , Tomografia Computadorizada por Raios X , Humanos , Tomografia Computadorizada por Raios X/métodos , Olho/diagnóstico por imagem , Miopia/diagnóstico por imagem , Miopia/patologia , Feminino , Masculino , Adulto , Processamento de Imagem Assistida por Computador/métodos , Pessoa de Meia-Idade , Adulto Jovem
2.
Eye (Lond) ; 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38942911

RESUMO

BACKGROUND/OBJECTIVES: We aimed to investigate the prevalence, risk factors, and prognosis of Graves' orbitopathy (GO) in patients with thyroid cancer without a history of hyperthyroidism. SUBJECTS/METHODS: This retrospective cohort study analysed a sample from the Korean National Health Insurance Service database, which included 1,137,861 subjects from 2002 through 2019. Patients diagnosed with thyroid cancer, without a history of hyperthyroidism, were identified according to the Korean Standard Classification of Disease codes. The study compared the type of surgery, dose of radioactive iodine (RAI), and daily average thyroid hormone dose between patients who developed GO after being diagnosed with thyroid cancer and those who did not develop GO. We analysed the course of GO and the type of treatment. RESULTS: A total of 8499 cancer patients without a history of hyperthyroidism were identified, among whom 7836 underwent thyroidectomy. Of those who underwent thyroidectomy, 12 developed GO postoperatively. Among the 663 patients who did not undergo thyroidectomy, none developed GO. The prevalence of GO among thyroid cancer patients was 0.14%. The GO group received a significantly higher total RAI dose than the non-GO group (p = 0.036). There were no significant differences in sex, age, type of surgery, rate of RAI treatment, or average thyroid hormone dose between the two groups. One of the 12 patients who developed GO required intravenous steroids. CONCLUSIONS: Although GO rarely develops in thyroid cancer patients without coexisting hyperthyroidism, the total RAI dose may increase its risk. Further research would help clarify GO's association with thyroid cancer.

3.
JMIR Mhealth Uhealth ; 12: e48986, 2024 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-38451602

RESUMO

BACKGROUND: Contact tracing technology has been adopted in many countries to aid in identifying, evaluating, and handling individuals who have had contact with those infected with COVID-19. Singapore was among the countries that actively implemented the government-led contact tracing program known as TraceTogether. Despite the benefits the contact tracing program could provide to individuals and the community, privacy issues were a significant barrier to individuals' acceptance of the program. OBJECTIVE: Building on the privacy calculus model, this study investigates how the perceptions of the 2 key groups (ie, government and community members) involved in the digital contact tracing factor into individuals' privacy calculus of digital contact tracing. METHODS: Using a mixed method approach, we conducted (1) a 2-wave survey (n=674) and (2) in-depth interviews (n=12) with TraceTogether users in Singapore. Using structural equation modeling, this study investigated how trust in the government and the sense of community exhibited by individuals during the early stage of implementation (time 1) predicted privacy concerns, perceived benefits, and future use intentions, measured after the program was fully implemented (time 2). Expanding on the survey results, this study conducted one-on-one interviews to gain in-depth insights into the privacy considerations involved in digital contact tracing. RESULTS: The results from the survey showed that trust in the government increased perceived benefits while decreasing privacy concerns regarding the use of TraceTogether. Furthermore, individuals who felt a connection to community members by participating in the program (ie, the sense of community) were more inclined to believe in its benefits. The sense of community also played a moderating role in the influence of government trust on perceived benefits. Follow-up in-depth interviews highlighted that having a sense of control over information and transparency in the government's data management were crucial factors in privacy considerations. The interviews also highlighted surveillance as the most prevalent aspect of privacy concerns regarding TraceTogether use. In addition, our findings revealed that trust in the government, particularly the perceived transparency of government actions, was most strongly associated with concerns regarding the secondary use of data. CONCLUSIONS: Using a mixed method approach involving a 2-wave survey and in-depth interview data, we expanded our understanding of privacy decisions and the privacy calculus in the context of digital contact tracing. The opposite influences of privacy concerns and perceived benefit on use intention suggest that the privacy calculus in TraceTogether might be viewed as a rational process of weighing between privacy risks and use benefits to make an uptake decision. However, our study demonstrated that existing perceptions toward the provider and the government in the contact tracing context, as well as the perception of the community triggered by TraceTogether use, may bias user appraisals of privacy risks and the benefits of contact tracing.


Assuntos
COVID-19 , Busca de Comunicante , Confiança , Humanos , COVID-19/epidemiologia , COVID-19/prevenção & controle , Governo , Privacidade , Coesão Social
4.
Sci Rep ; 14(1): 1202, 2024 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-38216653

RESUMO

The purpose of this study was to assess the clinical utility and reliability of an automated eyelid measurement system utilizing neural network (NN) technology. Digital images of the eyelids were taken from a total of 300 subjects, comprising 100 patients with Graves' orbitopathy (GO), 100 patients with ptosis, and 100 controls. An automated measurement system based on NNs was developed to measure margin-reflex distance 1 and 2 (MRD1 and MRD2), as well as the lengths of the upper and lower eyelids. The results were then compared with values measured using the manual technique. Automated measurements of MRD1, MRD2, upper eyelid length, and lower eyelid length yielded values of 3.2 ± 1.7 mm, 6.0 ± 1.4 mm, 32.9 ± 6.1 mm, and 29.0 ± 5.6 mm, respectively, showing a high level of agreement with manual measurements. To evaluate the morphometry of curved eyelids, the distance from the midpoint of the intercanthal line to the eyelid margin was measured. The minimum number of divisions for detecting eyelid abnormalities was determined to be 24 partitions (15-degree intervals). In conclusion, an automated NN-based measurement system could provide a straightforward and precise method for measuring MRD1 and MRD2, as well as detecting morphological abnormalities in the eyelids.


Assuntos
Doenças Palpebrais , Oftalmopatia de Graves , Humanos , Oftalmopatia de Graves/diagnóstico , Reprodutibilidade dos Testes , Pálpebras/anatomia & histologia , Doenças Palpebrais/diagnóstico , Redes Neurais de Computação , Estudos Retrospectivos
5.
Tob Induc Dis ; 21: 169, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38106984

RESUMO

INTRODUCTION: Relationships between secondhand smoke exposure (SHSE) in various temporal and physical settings are not fully studied despite its adverse impacts on human health, especially in multi-ethnic Asian populations. We investigated associations of childhood and current SHSE at home (SHSEhome) with current SHSE at work (SHSEwork) in Singapore and its relation to sources of daily smokers at home. METHODS: This cross-sectional study identified 925 healthy, never smoker working adults from the Singapore Multi-Ethnic Cohort (2004-2010). Firstly, the multiple logistic regression model estimated the adjusted odds ratios (AORs) of SHSEhome. Subsequently, sources of daily smokers entered through an additional model building process using the former as a base. RESULTS: Current adults (AOR=2.05; 95% CI: 1.28-3.29) and childhood SHSEhome (AOR=1.43; 95% CI: 0.93-2.19) had a positive and no association with current SHSEwork, respectively. These findings persisted when smoker identity-related variables entered the model: child (AOR=3.56; 95% CI: 1.19-10.64) for current daily smokers; father (AOR=2.30; 95% CI: 0.94-5.64) and sibling (AOR=2.97; 95% CI: 1.55-5.68) for childhood. Compared to no childhood SHSEhome, only those living with their fathers and siblings who smoked daily at home had significantly higher odds of reporting current SHSEwork (AOR=3.70; 95% CI: 1.88-7.30). CONCLUSIONS: Current SHSEhome was a risk factor for current SHSEwork, with risks elevated among those who smoke daily at home and living with their children. Childhood SHSEhome becomes a risk factor when daily household smokers include fathers and siblings. Deformalizing smoking could consider interpersonal dynamics of daily smokers at home with family members in different temporal settings, to reduce SHSEwork.

6.
Medicine (Baltimore) ; 102(45): e36035, 2023 Nov 10.
Artigo em Inglês | MEDLINE | ID: mdl-37960726

RESUMO

RATIONALE: Diagnosing intralymphatic histiocytosis can be challenging due to its rarity. We present a case of intralymphatic histiocytosis in the upper eyelid of a Korean patient. We treated the condition by surgical debulking and intralesional triamcinolone injection. PATIENT CONCERNS: A 59-year-old man was referred to our clinic with a 7-year history of unilateral swelling in the right upper eyelid. He had previously been treated with long-term oral steroids and immunosuppressants, but his eyelid swelling persisted. Unilaterally non-pitting erythematous edema was localized on the right upper eyelid without any itching or pain. His best corrected visual acuity at presentation was 20/20 for both eyes. Enhanced orbital computerized tomography revealed edematous soft tissue thickening in the right upper eyelid. In the laboratory testing, the erythrocyte sedimentation rate showed an increase of 19, and the antinuclear antibody titer was positive with a homogeneous pattern. DIAGNOSES: We diagnosed the patient with intralymphatic histiocytosis based on the histopathological findings. INTERVENTION: We attempted surgical debulking and biopsy on the right upper eyelid due to the persistent symptoms and the absence of a definitive diagnosis. OUTCOMES: The patient has demonstrated significant improvement after receiving an intralesional triamcinolone injection in the right upper eyelid following the surgery and is currently under follow-up with no signs of recurrence. LESSON: Ophthalmologists should consider intralymphatic histiocytosis in cases of persistent eyelid swelling that do not respond to treatment, even in Asian patients. Surgical debulking and intralesional triamcinolone injections may be beneficial for improvement.


Assuntos
Histiocitose , Masculino , Humanos , Pessoa de Meia-Idade , Histiocitose/diagnóstico , Pálpebras/patologia , Triancinolona/uso terapêutico , Edema/etiologia , República da Coreia
7.
Sci Rep ; 13(1): 13018, 2023 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-37563272

RESUMO

This study aimed to propose a neural network (NN)-based method to evaluate thyroid-associated orbitopathy (TAO) patient activity using orbital computed tomography (CT). Orbital CT scans were obtained from 144 active and 288 inactive TAO patients. These CT scans were preprocessed by selecting eleven slices from axial, coronal, and sagittal planes and segmenting the region of interest. We devised an NN employing information extracted from 13 pipelines to assess these slices and clinical patient age and sex data for TAO activity evaluation. The proposed NN's performance in evaluating active and inactive TAO patients achieved a 0.871 area under the receiver operating curve (AUROC), 0.786 sensitivity, and 0.779 specificity values. In contrast, the comparison models CSPDenseNet and ConvNeXt were significantly inferior to the proposed model, with 0.819 (p = 0.029) and 0.774 (p = 0.04) AUROC values, respectively. Ablation studies based on the Sequential Forward Selection algorithm identified vital information for optimal performance and evidenced that NNs performed best with three to five active pipelines. This study establishes a promising TAO activity diagnosing tool with further validation.


Assuntos
Oftalmopatia de Graves , Humanos , Oftalmopatia de Graves/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Redes Neurais de Computação , Algoritmos , Área Sob a Curva
8.
PLoS One ; 18(5): e0285488, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37163543

RESUMO

PURPOSE: To propose a neural network (NN) that can effectively segment orbital tissue in computed tomography (CT) images of Graves' orbitopathy (GO) patients. METHODS: We analyzed orbital CT scans from 701 GO patients diagnosed between 2010 and 2019 and devised an effective NN specializing in semantic orbital tissue segmentation in GO patients' CT images. After four conventional (Attention U-Net, DeepLab V3+, SegNet, and HarDNet-MSEG) and the proposed NN train the various manual orbital tissue segmentations, we calculated the Dice coefficient and Intersection over Union for comparison. RESULTS: CT images of the eyeball, four rectus muscles, the optic nerve, and the lacrimal gland tissues from all 701 patients were analyzed in this study. In the axial image with the largest eyeball area, the proposed NN achieved the best performance, with Dice coefficients of 98.2% for the eyeball, 94.1% for the optic nerve, 93.0% for the medial rectus muscle, and 91.1% for the lateral rectus muscle. The proposed NN also gave the best performance for the coronal image. Our qualitative analysis demonstrated that the proposed NN outputs provided more sophisticated orbital tissue segmentations for GO patients than the conventional NNs. CONCLUSION: We concluded that our proposed NN exhibited an improved CT image segmentation for GO patients over conventional NNs designed for semantic segmentation tasks.


Assuntos
Oftalmopatia de Graves , Humanos , Oftalmopatia de Graves/diagnóstico por imagem , Tomografia Computadorizada por Raios X/métodos , Músculos Oculomotores/diagnóstico por imagem , Redes Neurais de Computação , Nervo Óptico/diagnóstico por imagem
9.
Trials ; 24(1): 272, 2023 Apr 14.
Artigo em Inglês | MEDLINE | ID: mdl-37060084

RESUMO

BACKGROUND: The therapeutic effect of selenium has been demonstrated in mild Graves' ophthalmopathy (GO) in a European region where selenium status is suboptimal. However, there is a lack of evidence to support selenium use in selenium-sufficient areas. The aim of this study is to evaluate the therapeutic effect of selenium in mild-to-moderate GO in selenium-sufficient South Korea. METHODS: The SeGOSS trial is a multicenter, prospective, randomized, open-label trial in South Korea. Eighty-four patients aged 19 years or older with mild-to-moderate GO will be randomized to receive either vitamin B complex alone or vitamin B complex with selenium for 6 months with three monthly follow-up visits. The primary outcome is comparison of the improvement in quality of life at 6 months from baseline between the control and selenium groups. The secondary outcomes are intergroup differences in changes in quality of life at 3 months, clinical activity of GO at 3 and 6 months, thyroid autoantibody titers at 3 and 6 months, and the response rate at 3 and 6 months from baseline. Quality of life will be measured by questionnaire for patients with GO, and the clinical activity of GO will be evaluated by the clinical activity score (CAS). A positive response is defined as either changes in the CAS < 0 or the changes in the GO-QOL score ≥ 6. DISCUSSION: The SeGOSS study will evaluate the therapeutic potential of selenium for mild-to-moderate GO in a selenium-sufficient area and provide support in tailoring better treatment for GO. TRIAL REGISTRATION: KCT0004040. Retrospectively registered on 5 June 2019. https://cris.nih.go.kr/cris/search/detailSearch.do/14160 .


Assuntos
Oftalmopatia de Graves , Selênio , Complexo Vitamínico B , Humanos , Selênio/efeitos adversos , Qualidade de Vida , Complexo Vitamínico B/uso terapêutico , Estudos Prospectivos , Oftalmopatia de Graves/diagnóstico , Oftalmopatia de Graves/tratamento farmacológico , Suplementos Nutricionais/efeitos adversos , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Multicêntricos como Assunto , Ensaios Clínicos Fase III como Assunto
10.
Eye (Lond) ; 37(16): 3382-3391, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-37041348

RESUMO

OBJECTIVE: To assess sex-specific risk factors for Graves' orbitopathy (GO) in newly diagnosed Graves' disease (GD) patients. METHODS: A retrospective cohort study was conducted using the National Health Insurance Service's sample database, which consisted of 1,137,861 subjects from 2002 to 2019. The international classification of disease-10 codes was used to identify those who developed GD (E05) and GO (H062). A multivariable Cox proportional hazards model was used to estimate the effect of risk factors on GO development. RESULTS: Among 2145 male and 5047 female GD patients, GO occurred in 134 men (6.2%) and 293 women (5.8%). A multivariable Cox regression model revealed that GO development was significantly associated with younger age (HR = 0.84, 95% CI = 0.73-0.98), low income (HR = 0.55, 95% CI = 0.35-0.86), and heavy drinking (HR = 1.79, 95% CI = 1.10-2.90) in men, and with younger age (HR = 0.89, 95% CI = 0.81-0.98), lower body mass index (HR = 0.55, 95% CI = 0.33-0.90), high total cholesterol (HR = 1.04, 95% CI = 1.01-1.06), hyperlipidaemia (HR = 1.37, 95% CI = 1.02-1.85), and lower statin dose (HR = 0.37, 95% CI = 0.22-0.62) in women. There was no association between smoking and GO development in both men and women. CONCLUSIONS: The risk factors for GO development were sex-dependent. These results show the need for more sophisticated attention and support considering sex characteristics in GO surveillance.


Assuntos
Doença de Graves , Oftalmopatia de Graves , Humanos , Masculino , Feminino , Oftalmopatia de Graves/diagnóstico , Oftalmopatia de Graves/epidemiologia , Oftalmopatia de Graves/complicações , Doença de Graves/diagnóstico , Doença de Graves/epidemiologia , Doença de Graves/complicações , Estudos Retrospectivos , Fatores de Risco , República da Coreia/epidemiologia
11.
J Psychoactive Drugs ; : 1-11, 2022 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-36373829

RESUMO

Smokers who are resistant to quitting are not well studied in Asia, particularly in multi-ethnic populations. We compared the characteristics of hardcore smokers in Singapore, a multi-ethnic Asian population, with other daily smokers, and investigated the role of ethnicity as an effect modifier on identified determinants, including cigarette flavor preferences, using cross-sectional data from Singapore Smokers' Survey (n = 1,501). Multivariable logistic regression was used to assess the association. 22.8% of adult daily smokers were hardcore smokers. Novel findings on hardcore smokers' preference for regular flavored cigarettes (AOR = 1.54; 95%CI: 1.14, 2.07) suggest there is room for interventions among hardcore smokers through regulation of cigarette flavors and nicotine content. Although ethnicity was not a significant factor, it was an effect modifier with peers' disapproval of smoking (p-value for interaction = 0.024), significantly lowering odds of Malays being hardcore smokers (stratified odds ratio, AOR stratified, Malay = 0.35; CI: 0.17, 0.71), but not Chinese (AOR stratified, Chinese = 1.27; CI: 0.70, 2.42) and Indian smokers (AOR stratified, Indian = 0.62; CI: 0.18, 2.28), suggesting that smoking cessation policies utilizing social norm change strategies may be more effective when tailored to the differing roles of peer norms among different ethnic groups, in Singapore and other multi-ethnic Asian populations.

12.
BMC Womens Health ; 22(1): 383, 2022 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-36123600

RESUMO

OBJECTIVE: Ethnic disparity persists despite equal access to health care in Singapore, with Malay-Muslim women having the lowest mammogram uptake rate and highest breast cancer mortality rate. We sought to understand barriers to and facilitators for mammogram uptake in this community. METHODS: We used a sequential mixed-methods design to first explore reasons for screening and not screening for breast cancer, then determine factors associated with screening and regular screening in a survey. We used maximum variation sampling for semi-structured in-depth interviews to select screeners and non-screeners of diverse ages and educational levels. Twenty-three Malay-Muslim women aged 40-69 years old were interviewed. Themes were categorized using thematic analysis. For the survey, we applied the Health Belief Model, Social Ecological Model, as well as themes from the interviews and findings from previous studies on factors influencing screening in Muslim women to guide questionnaire design. We surveyed 271 Malay-Muslim women aged 50-69 years old in a nationally representative sample. Multivariable logistic regression was used to determine factors associated with ever gone for mammogram and regular mammogram uptake. RESULTS: Through in-depth-interviews, we found perceived benefits of saving lives and breasts from early detection, reminders from doctors and husbands, symptoms, perceived test from God, and personal responsibility to care for one's health facilitated screening. Barriers were perceived low susceptibility, inconvenience, cost, negative psychological effects, misinformation on mammogram triggering cancer cells, religious beliefs, perceived negative outcomes from mammography and distrust of doctor. From the survey, we found cues from health care professionals and needing symptoms before deciding to go for mammogram to be significantly associated with ever gone for mammogram and regular mammogram. Factors associated with ever gone for mammogram only included age, perceived benefits of saving lives from early detection, perceived importance of mammogram, Punishing Allah Reappraisal, and modesty. Factors associated with regular mammogram only included household income, perceived structural barriers to screening and perceived susceptibility to breast cancer. CONCLUSIONS: Mammogram uptake is affected by multiple levels of influence. Interventions to promote screening should be designed with multiple stakeholders including doctors, religious leaders and women who had attended screening.


Assuntos
Neoplasias da Mama , Detecção Precoce de Câncer , Adulto , Idoso , Neoplasias da Mama/psicologia , Detecção Precoce de Câncer/psicologia , Feminino , Humanos , Islamismo , Malásia , Pessoa de Meia-Idade , Singapura
13.
Thyroid ; 32(12): 1559-1567, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36128837

RESUMO

Background: The most prevalent extrathyroidal manifestation of Graves' disease (GD) is Graves' ophthalmopathy (GO). However, only few methods allow for predictions of GO occurrence or progression in patients with GD. Methods: We retrospectively analyzed 1,074 patients with new-onset GD, and divided them into a derivation and a validation cohort based on the date of their GD diagnosis. We then separately analyzed clinical risk factors affecting the occurrence and progression of GO using multivariable regression analysis and created a predictive model based on the factors we identified as significant. Results: Of the 853 GD patients included in the derivation cohort, 101 (11.8%) developed GO. Those who developed GO were more likely to be smokers (25.7% vs. 8.5%, p < 0.001), were younger at the time of their GD diagnosis (35.0 years vs. 42.0 years, p < 0.001), more commonly had a family history of GD (27.7% vs. 17.2%, p = 0.015), and had higher thyrotropin-binding inhibitor immunoglobulin (TBII) levels at the time of their diagnosis (13.5 IU/L vs. 10.0 IU/L, p = 0.020) than those who did not develop GO. Of the 101 GO patients in the derivation cohort, after excluding 8 who initially had active and moderate-to-severe GO, 11 of the remaining 93 had progressed to more active or severe GO. GO patients with confirmed progression had a higher proportion of those older than 45 years (54.5% vs. 19.8%, p = 0.031), and they had a different initial clinical activity score distribution. The multivariable regression analysis identified age at GD diagnosis, sex, smoking history, family history of GD, total cholesterol level, and TBII level at the time of the diagnosis as significant risk factors of GO occurrence, and a predictive model including these risk factors was built to create a nomogram. Conclusions: The predictors of GO occurrence in patients with new-onset GD were female sex, positive smoking history, young age, family history of GD, high cholesterol level, and high TBII level. The predictive nomogram developed in this study may be useful in patient counseling and facilitating informed treatment decision-making.


Assuntos
Doença de Graves , Oftalmopatia de Graves , Feminino , Humanos , Masculino , Doença de Graves/diagnóstico , Doença de Graves/epidemiologia , Doença de Graves/complicações , Oftalmopatia de Graves/diagnóstico , Oftalmopatia de Graves/epidemiologia , Oftalmopatia de Graves/tratamento farmacológico , Receptores da Tireotropina , Estudos Retrospectivos , Tireotropina/uso terapêutico , Adulto , Pessoa de Meia-Idade
14.
Sci Rep ; 12(1): 12071, 2022 07 15.
Artigo em Inglês | MEDLINE | ID: mdl-35840769

RESUMO

Computed tomography (CT) has been widely used to diagnose Graves' orbitopathy, and the utility is gradually increasing. To develop a neural network (NN)-based method for diagnosis and severity assessment of Graves' orbitopathy (GO) using orbital CT, a specific type of NN optimized for diagnosing GO was developed and trained using 288 orbital CT scans obtained from patients with mild and moderate-to-severe GO and normal controls. The developed NN was compared with three conventional NNs [GoogleNet Inception v1 (GoogLeNet), 50-layer Deep Residual Learning (ResNet-50), and 16-layer Very Deep Convolutional Network from Visual Geometry group (VGG-16)]. The diagnostic performance was also compared with that of three oculoplastic specialists. The developed NN had an area under receiver operating curve (AUC) of 0.979 for diagnosing patients with moderate-to-severe GO. Receiver operating curve (ROC) analysis yielded AUCs of 0.827 for GoogLeNet, 0.611 for ResNet-50, 0.540 for VGG-16, and 0.975 for the oculoplastic specialists for diagnosing moderate-to-severe GO. For the diagnosis of mild GO, the developed NN yielded an AUC of 0.895, which is better than the performances of the other NNs and oculoplastic specialists. This study may contribute to NN-based interpretation of orbital CTs for diagnosing various orbital diseases.


Assuntos
Oftalmopatia de Graves , Oftalmopatia de Graves/diagnóstico por imagem , Humanos , Redes Neurais de Computação , Tomografia Computadorizada por Raios X
15.
Asia Pac J Public Health ; 34(2-3): 236-243, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-34911349

RESUMO

Over half of the cigarettes sold in Singapore contain added flavors such as menthol. We conducted nine focus group discussions (n = 46) with young (aged 20-25) current smokers in Singapore to understand the role of flavors in smoking initiation. We found that flavors triggered the curiosity to experiment with tobacco and e-cigarette products and played an important role in the formation of early cigarette preferences. Menthol-flavored cigarettes were the most appealing to participants due to their smoothness and cooling sensation, described as pleasant against Singapore's hot and humid climate. While some participants believed that flavored and nonflavored cigarettes were equally harmful, others believed that flavored variants had a lower nicotine content and were therefore less harmful, or that the added chemicals in flavored cigarettes could result in higher toxicant exposures. Thus, among young people in Singapore, flavors appear to play an important role in smoking initiation and there appear to be various misperceptions regarding their harmfulness.


Assuntos
Sistemas Eletrônicos de Liberação de Nicotina , Produtos do Tabaco , Adolescente , Adulto , Aromatizantes , Humanos , Mentol , Singapura , Adulto Jovem
17.
JMIR Public Health Surveill ; 7(11): e30462, 2021 11 12.
Artigo em Inglês | MEDLINE | ID: mdl-34623956

RESUMO

BACKGROUND: In 2020, the Singapore government rolled out the TraceTogether program, a digital system to facilitate contact tracing efforts in response to the COVID-19 pandemic. This system is available as a smartphone app and Bluetooth-enabled token to help identify close contacts. As of February 1, 2021, more than 80% of the population has either downloaded the mobile app or received the token in Singapore. Despite the high adoption rate of the TraceTogether mobile app and token (ie, device), it is crucial to understand the role of social and normative perceptions in uptake and usage by the public, given the collective efforts for contact tracing. OBJECTIVE: This study aimed to examine normative influences (descriptive and injunctive norms) on TraceTogether device use for contact tracing purposes, informed by the theory of normative social behavior, a theoretical framework to explain how perceived social norms are related to behaviors. METHODS: From January to February 2021, cross-sectional data were collected by a local research company through emailing their panel members who were (1) Singapore citizens or permanent residents aged 21 years or above; (2) able to read English; and (3) internet users with access to a personal email account. The study sample (n=1137) was restricted to those who had either downloaded the TraceTogether mobile app or received the token. RESULTS: Multivariate (linear and ordinal logistic) regression analyses were carried out to assess the relationships of the behavioral outcome variables (TraceTogether device usage and intention of TraceTogether device usage) with potential correlates, including perceived social norms, perceived community, and interpersonal communication. Multivariate regression analyses indicated that descriptive norms (unstandardized regression coefficient ß=0.31, SE=0.05; P<.001) and injunctive norms (unstandardized regression coefficient ß=0.16, SE=0.04; P<.001) were significantly positively associated with the intention to use the TraceTogether device. It was also found that descriptive norms were a significant correlate of TraceTogether device use frequency (adjusted odds ratio [aOR] 2.08, 95% CI 1.66-2.61; P<.001). Though not significantly related to TraceTogether device use frequency, injunctive norms moderated the relationship between descriptive norms and the outcome variable (aOR 1.12, 95% CI 1.03-1.21; P=.005). CONCLUSIONS: This study provides useful implications for the design of effective intervention strategies to promote the uptake and usage of digital methods for contact tracing in a multiethnic Asian population. Our findings highlight that influence from social networks plays an important role in developing normative perceptions in relation to TraceTogether device use for contact tracing. To promote the uptake of the TraceTogether device and other preventive behaviors for COVID-19, it would be useful to devise norm-based interventions that address these normative perceptions by presenting high prevalence and approval of important social referents, such as family and close friends.


Assuntos
COVID-19 , Busca de Comunicante , Estudos Transversais , Humanos , Pandemias , Percepção , SARS-CoV-2
18.
Int J Nurs Stud ; 122: 104025, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34298320

RESUMO

BACKGROUND: Mild cognitive impairment is an age-related cognitive disorder which is associated with frequent memory lapses, impaired judgement, and progressive functional decline. If untreated early, 39.2% of people with mild cognitive impairment could progress to develop dementia. However, there are currently no approved pharmacological interventions to treat the condition, which lead researchers to explore non-pharmacological options, such as dance therapy. OBJECTIVES: This systematic review aimed to examine the effectiveness of dance interventions on cognition, neuroplasticity, physical function, depression, and quality of life in older adults with mild cognitive impairment. METHODS: Seven databases were systematically searched from their respective inception dates to 31 March 2020. Relevant randomized controlled trials (RCTs) were screened and assessed for risk of bias. Eight RCTs evaluating dance interventions were included. RESULTS: Results showed that dance interventions had a significant moderate effect on global cognition (SMD=0.54, Z = 3.55, p<0.001), significantly improved memory (SMD=0.33, Z = 3.97, p<0.001), visuospatial function (SMD=0.42, Z = 2.41, p = 0.02), and language (SMD=0.39, Z = 2.69, p = 0.007). We found that dance interventions produced a significant moderate effect on physical function (SMD=0.55, Z = 3.43, p<0.001), and a significant effect on quality of life (SMD=0.93, Z = 5.04, p<0.0.001). CONCLUSION: Dance is a non-pharmacological and inexpensive intervention that can be implemented for older adults on a large scale. It can slow down the cognitive deterioration of older adults with mild cognitive impairment. However, the findings should be interpreted with caution due to the heterogeneity in intervention designs. Rigorous design studies with long-term follow-ups, neuroimaging, biological markers, and comprehensive neuropsychological assessment are required to understand the mechanism of dance interventions and demonstrate its efficacy for older adults with mild cognitive impairment. The protocol was registered on PROSPERO (CRD42020173659).


Assuntos
Disfunção Cognitiva , Qualidade de Vida , Idoso , Cognição , Disfunção Cognitiva/terapia , Depressão , Humanos , Plasticidade Neuronal
19.
Asian Pac J Cancer Prev ; 22(6): 1767-1774, 2021 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-34181332

RESUMO

BACKGROUND: There is growing evidence on cancer communication and its impact on cancer-related health outcomes; however, little is known about how women gain access to and use breast cancer information in the multi-ethnic Asian context. This paper aimed to explore the breast cancer information acquisition behaviours and needs among Singapore women who attended a community-based health organisation for mammography screening. Methods, design and setting: Qualitative data were collected through semi-structured interviews with 37 racially diverse, aged 50 and above women, who have received mammography screening within the past two years. The interviews were conducted at either the Singapore Cancer Society Clinic or participant's home. RESULTS: Although cancer information scanning was more prevalent than information seeking (91.9% vs. 62.2%), those who purposively seek information exhibited a higher knowledge level of breast cancer. The most commonly cited sources for information scanning were friends, television and family, and for information seeking were the Internet, pamphlets from a healthcare organisation/ public authority, and healthcare providers. Singapore women were well-informed about the benefits of mammogram; however, specific knowledge, such as modifiable risk factors, reasons for different screening options and the trade-off between harm and benefit, was still lacking which led to confusion about screening. CONCLUSION: Breast cancer health educational materials should provide clear and balanced information to give women a more accurate or realistic expectation about mammography screening. Study findings provide important implications for breast cancer education and programs to move beyond simply raising awareness and craft specific informative messages addressing the needs of the target group.  
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Assuntos
Neoplasias da Mama/prevenção & controle , Educação em Saúde , Conhecimentos, Atitudes e Prática em Saúde , Necessidades e Demandas de Serviços de Saúde , Comportamento de Busca de Informação , Idoso , Feminino , Humanos , Mamografia , Pessoa de Meia-Idade , Pesquisa Qualitativa , Singapura
20.
Tob Induc Dis ; 19: 42, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34131420

RESUMO

INTRODUCTION: Singapore, a city-state with a multi-ethnic Asian population, has one of the world's largest market shares for cigarettes with added flavors, such as menthol and fruit, which increase the appeal of smoking. Little is known on the sociodemographic or smoking-related traits associated with flavored cigarette use in the Asian context. METHODS: A cross-sectional survey was conducted in January-March 2020 of 1123 Singaporean adult (aged 21-69 years) current smokers using a self-completed online or postal questionnaire. We used descriptive statistics and bivariate analyses to compare the answers of flavored and non-flavored cigarette users and fitted a multivariate logistic regression model to identify correlates of flavored cigarette use. RESULTS: Of the respondents, 85.2% reported ever use and 52.7% of respondents with a regular brand reported current use of flavored cigarettes. Older age 40-49 years (AOR= 0.63) age ≥50 years (AOR=0.60), Indian ethnicity (AOR=0.39), and a moderate (AOR=0.57) or high (AOR=0.34) dependence level were correlated with non-flavored cigarette use, while female gender (AOR=2.53) and a later initiation age (16-20 years: AOR=1.72; age ≥21 years: AOR=2.19) were correlated with flavored cigarette use. CONCLUSIONS: Consistent with findings from other countries, flavored cigarette use in Singapore is associated with being younger in age, female, of a certain ethnicity (Malay or Chinese), and having a lower nicotine dependence level.

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