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Diet quality predicts hypertensive disorders of pregnancy in Asian and Pacific Islander Cohort. 饮食质量可预测亚太岛民队列中的妊娠高血压疾病。
IF 1.9 Q3 NUTRITION & DIETETICS Pub Date : 2024-06-01 Epub Date: 2022-06-27 DOI: 10.1177/02601060221109668
Corrie Miller, Carol Boushey, Paula Benny, Shani Ma, Joyce Huang, Eunjung Lim, Men-Jean Lee

Background: There is limited data on diet quality during pregnancy and its impact on hypertensive disorders of pregnancy (HDP). Aim: Examine the association with diet quality and development of HDP in an Asian and Pacific Islander Cohort Methods: Pregnant women from the 4 largest ethnic groups in Hawai'i were recruited for participation. Participants completed a food frequency questionnaire during each trimester. Adherence to three diet quality indices (DQIs) were scored-The Healthy Eating Index (HEI), The Alternate Mediterranean Diet score (aMED), and the Dietary approaches to Stop Hypertension (DASH) score. Mean scores were compared among those who did and did not develop HDP. Logistic Regression models were used to examine the association between diet quality and HDP accounting for confounders (age, parity, obesity, ethnicity, gestational weight gain). Results: Among 55 participants with complete follow-up, there was a high incidence of HDP (23%). There was no significant change of DQIs over time. Non-Hispanic White participants had higher DQIs than Filipinas, Japanese, or Native Hawaiians (not statistically significant). Across gestation, participants who did not have HDP had better diet quality than those who did. Logistic regression showed that HEI and DASH indices are predictive of HDP development, with the high DASH diet score having the greatest reduced odds. Every point higher of DASH diet score portended approximately 30% reduced odds of developing HDP. Conclusions: The DASH diet had the strongest association with reduced odds of HDP, but better diet quality in any of the indices was also predictive.

背景:有关孕期饮食质量及其对妊娠期高血压疾病(HDP)影响的数据十分有限。目的:在亚洲和太平洋岛民队列中研究饮食质量与妊娠高血压的关系:招募夏威夷 4 个最大族群的孕妇参加。参与者在每个孕期填写一份食物频率问卷。对三种饮食质量指数(DQIs)的依从性进行评分--健康饮食指数(HEI)、替代地中海饮食评分(aMED)和膳食法抗高血压评分(DASH)。对HDP患者和非HDP患者的平均得分进行了比较。使用逻辑回归模型研究饮食质量与 HDP 之间的关系,并考虑混杂因素(年龄、胎次、肥胖、种族、妊娠体重增加)。结果:在 55 名完成随访的参与者中,HDP 发生率较高(23%)。随着时间的推移,DQIs没有明显变化。非西班牙裔白人参与者的 DQIs 高于菲律宾人、日本人或夏威夷原住民(无统计学意义)。在整个妊娠期,未患 HDP 的参与者的饮食质量优于患 HDP 的参与者。逻辑回归显示,HEI 和 DASH 指数可预测 HDP 的发生,其中 DASH 饮食得分越高,发生几率越低。DASH 饮食得分每提高一分,HDP 的发病几率就会降低约 30%。结论DASH 饮食与降低 HDP 发生几率的关系最为密切,但任何指数中较好的饮食质量也具有预测作用。
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引用次数: 0
Self-reported consumption frequency of meat and fish products among young adults in Kazakhstan. 哈萨克斯坦青壮年自报的肉类和鱼类产品消费频率。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2022-07-13 DOI: 10.1177/02601060221114230
Venera Akhmetova, Yuriy Balji, Yelena Kandalina, Ainara Iskineyeva, Akmaral Mukhamejanova, Akmaral Baspakova, Yassin Uzakov, Kuralay Issayeva, Galia Zamaratskaia

Background: Meat and dairy products are important ingredients in Kazakhstan, although there are indications that high consumption of red and processed meat is associated with a risk of several non-communicable diseases and has an adverse impact on the environment. Aim: The aim of this study was to investigate the dietary habits of young adults in Kazakhstan, particularly meat and fish consumption frequency among university students in five regions of Kazakhstan. Methods: The assessment of meat and fish consumption was based on the food frequency questionnaire. Region of residence, age, sex, weight, height and parental education were also self-reported. Results: Meat consumption among the participants was lower than recommended consumption of 1500 g per week in Kazakhstan but almost two-fold higher than the World Cancer Research Fund recommendations of 500 g per week. Approximately 24% of the participants reported to consume meat every day. Only 8.6% of the participants reported fish consumption in line with the recommendation of approximately 270 g per week in Kazakhstan. Meat and fish consumption was fairly homogeneous across regions and sex. Conclusion: The results from this study contribute to the relatively limited information on meat and fish consumption in Kazakhstan. Further knowledge on dietary habits and probably improved nutrition recommendations on meat consumption in Kazakhstan are needed to protect public health and the environment.

背景:肉类和乳制品是哈萨克斯坦的重要食材,但有迹象表明,大量食用红肉和加工肉类与多种非传染性疾病的风险有关,并对环境产生不利影响。目的:本研究旨在调查哈萨克斯坦年轻人的饮食习惯,特别是哈萨克斯坦五个地区大学生的肉类和鱼类消费频率。研究方法肉类和鱼类食用量的评估以食物频率问卷为基础。居住地区、年龄、性别、体重、身高和父母教育程度也都是自我报告的。结果参与者的肉类消费量低于哈萨克斯坦每周 1500 克的建议消费量,但比世界癌症研究基金会每周 500 克的建议消费量高出近两倍。约 24% 的参与者表示每天都食用肉类。只有 8.6%的参与者表示鱼类的食用量符合哈萨克斯坦每周约 270 克的建议量。不同地区和性别的肉类和鱼类消费量相当一致。结论这项研究的结果为哈萨克斯坦相对有限的肉类和鱼类消费信息做出了贡献。为保护公众健康和环境,需要进一步了解哈萨克斯坦的饮食习惯,并可能改进有关肉类消费的营养建议。
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引用次数: 0
Protocol: The effects of nutrient- vs food- vs food-substitution-based dietary recommendations for reducing free sugar intakes, on free sugar intakes, dietary profiles and sweet taste outcomes: A randomised controlled trial. 协议:基于营养素与基于食物与基于食物替代品的减少游离糖摄入量的膳食建议对游离糖摄入量、膳食概况和甜味结果的影响:随机对照试验。
IF 1.9 Q3 NUTRITION & DIETETICS Pub Date : 2024-06-01 Epub Date: 2022-07-12 DOI: 10.1177/02601060221111234
Lucy R Boxall, Emily Arden-Close, Janet James, Katherine M Appleton

Background: Dietary guidelines are intended to inform and aid the general public, with the aim of improving healthy diets and reducing health risk. The effectiveness of these guidelines, however, is rarely investigated.

Aim: This work investigates the effects of three different types of dietary recommendations for reducing free sugars, on free sugar intakes over 12 weeks. Secondary aims will also investigate how these different recommendations affect secondary outcomes, outcomes in subsets of the trial population, and identify barriers and facilitators to dietary change.

Methods: Using a randomised controlled parallel-group trial with three intervention and one control arms, 240 individuals consuming >5% total energy intake from free sugars will be randomized to receive: nutrient-based, nutrient- and food-based, nutrient-, food- and food-substitution-based recommendations or no recommendations, with outcomes assessed for the following 12 weeks. Our primary outcomes are free sugar intakes and adherence to the recommendations. Secondary outcomes are daily energy intake, dietary composition, anthropometry, sweet food perceptions and preferences, sweet food choice, attitudes towards sweet foods, eating behaviour and food choice, knowledge and lifestyle variables, quality of life, adverse events, and barriers and facilitators towards intervention adherence.

Results: Data will contribute to three distinct analyses: 1) Analyses to investigate the effects of the three different dietary recommendations versus control; 2) Analyses of the effects of the dietary recommendations in different population subgroups, and 3) Investigation of the barriers and facilitators to success.

Conclusion: This work offers new perspectives on the effects of different dietary recommendations to enact behaviour change.

背景:膳食指南旨在为公众提供信息和帮助,目的是改善健康饮食和降低健康风险。目的:本研究调查了三种不同类型的减少游离糖的膳食建议对 12 周内游离糖摄入量的影响。次要目标还将调查这些不同的建议如何影响次要结果、试验人群的结果,并确定改变饮食习惯的障碍和促进因素:采用随机对照平行分组试验的方法,在三个干预组和一个对照组中,240 名从游离糖中摄入的能量大于总能量的 5% 的人将被随机分配接受:以营养素为基础的建议、以营养素和食物为基础的建议、以营养素、食物和食物替代为基础的建议或不接受建议,并在随后的 12 周内对结果进行评估。我们的主要结果是游离糖摄入量和对建议的依从性。次要结果包括每日能量摄入、膳食结构、人体测量、对甜食的看法和偏好、甜食选择、对甜食的态度、饮食行为和食物选择、知识和生活方式变量、生活质量、不良事件以及坚持干预的障碍和促进因素:数据将用于三种不同的分析:1)分析三种不同膳食建议相对于对照组的效果;2)分析膳食建议在不同人群中的效果;3)调查成功的障碍和促进因素:这项研究为不同饮食建议对行为改变的影响提供了新的视角。
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引用次数: 0
DASH diet vs. DASH diet plus physical activity in older patients with type 2 diabetes and high blood pressure: A randomized clinical trial. 针对患有 2 型糖尿病和高血压的老年患者的 DASH 饮食与 DASH 饮食加体育锻炼:随机临床试验。
IF 1.9 Q3 NUTRITION & DIETETICS Pub Date : 2024-06-01 Epub Date: 2022-09-16 DOI: 10.1177/02601060221124201
Vanessa L P de Oliveira, Mauren M de Freitas, Tatiana P de Paula, Mayara L Gubert, Maria E P Miller, Renata A Schuchmann, Karen L A Souza, Luciana V Viana

Background and aims: To evaluate the effect of lifestyle modification by adopting a DASH diet, with and without physical activity guidance, on blood pressure, glycemic control, lipid profile, weight, and body composition in older patients with type 2 diabetes mellitus (T2DM) and hypertension.

Methods and results: For this randomized clinical trial, we recruited patients aged 60 years or older with T2DM and uncontrolled hypertension. One group (DASH) received only DASH dietary guidance, while the other group (DASHPED) received dietary guidance and encouragement to walk with a pedometer. Outcomes of interest were (1) blood pressure, (2) physical activity, (3) weight, body mass index (BMI), and body composition, and (4) biochemical variables. Measurements were taken at baseline and 16 weeks after the intervention. We included 35 patients in the analysis. At the end of the study, the DASHPED group had an mean increase in physical activity of 1721 steps/day. Both groups displayed significantly reduced weight, BMI, and waking diastolic pressures on ambulatory blood pressure monitoring after the intervention. A trend of reduced sleeping diastolic pressure was found in the DASHPED group. Changes in weight, BMI, muscle mass, body fat, waist-hip ratio, glycemic control, lipid profile, and insulin sensitivity did not differ between the groups.

Conclusion: There was no difference in outcomes between the group that only dieted and the group that also performed increased physical activity, despite a significant increase in exercise. This reinforces the importance of dietary changes in immediate blood pressure control.

背景和目的评估在有或没有体育锻炼指导的情况下,通过采用 DASH 饮食来改变生活方式对老年 2 型糖尿病(T2DM)和高血压患者的血压、血糖控制、血脂状况、体重和身体成分的影响:在这项随机临床试验中,我们招募了 60 岁或 60 岁以上的 T2DM 和未控制的高血压患者。其中一组(DASH)只接受 DASH 饮食指导,另一组(DASHPED)接受饮食指导,并鼓励他们使用计步器步行。研究结果包括:(1) 血压;(2) 体力活动;(3) 体重、体重指数 (BMI) 和身体成分;(4) 生化变量。测量分别在基线和干预 16 周后进行。我们共对 35 名患者进行了分析。研究结束时,DASHPED 组的运动量平均增加了 1721 步/天。干预后,两组患者的体重、体重指数和卧床血压监测显示的清醒时舒张压均明显降低。DASHPED 组的睡眠舒张压呈下降趋势。两组在体重、体重指数、肌肉质量、体脂、腰臀比、血糖控制、血脂状况和胰岛素敏感性方面的变化没有差异:结论:尽管运动量显著增加,但只节食的组别与同时增加体育锻炼的组别在结果上没有差异。结论:尽管运动量显著增加,但只节食的组别与同时增加运动量的组别在结果上并无差异,这进一步说明了改变饮食结构对即时控制血压的重要性。
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引用次数: 0
Does the SARS-CoV-2 pandemic actually cause dysfunctional dietary behavior? A comment on Dinse et al. (2023). SARS-CoV-2大流行真的会导致饮食行为失调吗?对 Dinse 等人(2023 年)的评论。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2023-07-24 DOI: 10.1177/02601060231189314
Adrian Meule

Based on a recent cross-sectional study using self-report questionnaires, Dinse and colleagues (2023) claim that this study shows that "the SARS-CoV-2 pandemic causes a dysfunctional dietary behavior" (title) and that the "data clearly show that psychological burdens affect an individual's dietary behavior" (abstract). This commentary argues that these claims are unfounded. Specifically, it highlights some issues regarding the statistical analyses that refer to artificial categorization of continuous variables, use of covariates, and interpreting differential associations between two variables as a function of third variables, which would require formal tests of interaction effects. Importantly, not only the cross-sectional nature of the study but also the wording used in the questionnaires prevents drawing any causal inferences about associations between study variables. Thus, the results of this study neither indicate that the SARS-CoV-2 pandemic causes dysfunctional dietary behavior nor that such a dietary behavior is affected by psychological distress.

Dinse 及其同事(2023 年)基于最近一项使用自我报告问卷的横断面研究,声称该研究表明 "SARS-CoV-2 大流行会导致饮食行为失调"(标题),而且 "数据清楚地表明心理负担会影响个人的饮食行为"(摘要)。本评论认为这些说法毫无根据。具体而言,它强调了统计分析中的一些问题,包括对连续变量的人为分类、协变量的使用,以及将两个变量之间的不同关联解释为第三个变量的函数,这需要对交互效应进行正式测试。重要的是,本研究不仅具有横断面性质,而且调查问卷中使用的措辞也无法对研究变量之间的关联做出任何因果推断。因此,本研究的结果既不能说明 SARS-CoV-2 大流行会导致饮食行为失调,也不能说明这种饮食行为会受到心理困扰的影响。
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引用次数: 0
Food insecurity and medication restricting behavior among persons with diabetes in the United States. 美国糖尿病患者的食物不安全和限制用药行为。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2022-07-25 DOI: 10.1177/02601060221115588
Heather F McClintock, Brittany E Imel

Background: Medication restricting behaviours are common among persons with diabetes increasing risk for poor health outcomes. Persons with diabetes are more likely to experience food insecurity than persons without diabetes.

Aim: This study aimed to assess the relationship between food insecurity and medication restricting behaviour among persons with diabetes in the United States.

Methods: Data from the 2019 National Health Interview Survey (NHIS) data conducted in the United States was used for this analysis. Medication restricting behaviour was assessed by questions asking whether four restricting behaviours were present (skipped medication, took less medication, delayed filling a prescription and/or took less medication due to cost). Food insecurity status was obtained through a 10-item scale and participants were categorized as either food secure, low food security, or very low food security. Poisson regression evaluated the relationship between medication restricting behaviour and food insecurity controlling for confounders.

Results: Participants with very low food security had a significantly higher mean number of medication restricting behaviours than participants who were food secure (adjusted mean ratio (AMR) = 4.01; 95% confidence interval (CI) = (3.09, 5.21)). Similarly, participants with low food security had a significantly higher mean ratio than participants who were food secure (AMR = 3.76; 95% CI = (2.86. 4.94).

Conclusion: Persons with diabetes who have low or very low food security are at an increased risk for engaging in medication restricting behaviours.

背景:限制用药行为在糖尿病患者中很常见,会增加不良健康后果的风险。与非糖尿病患者相比,糖尿病患者更有可能面临食物不安全问题。目的:本研究旨在评估美国糖尿病患者食物不安全与限制用药行为之间的关系:本分析采用了在美国进行的2019年全国健康访谈调查(NHIS)数据。限制用药行为是通过询问是否存在四种限制用药行为(跳过用药、减少用药、延迟开处方和/或因费用原因减少用药)来评估的。食物不安全状况通过 10 个项目的量表获得,参与者被分为食物安全、低食物安全或极低食物安全。泊松回归评估了限制用药行为与食物不安全之间的关系,并对混杂因素进行了控制:与有食物保障的参与者相比,食物保障极低的参与者限制用药行为的平均次数明显较多(调整后平均比率 (AMR) = 4.01; 95% 置信区间 (CI) = (3.09, 5.21))。同样,食品安全程度低的参与者的平均比率也明显高于食品安全程度高的参与者(AMR = 3.76; 95% CI = (2.86. 4.94)):结论:食物保障程度低或极低的糖尿病患者出现限制用药行为的风险更高。
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引用次数: 0
Levels of elements in selected food substances that support usage in the management and treatment of erectile dysfunction. 选定食品物质中有助于控制和治疗勃起功能障碍的元素含量。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2023-02-15 DOI: 10.1177/02601060221109985
Michael Lartey, Samuel Frimpong-Manso, Stephen O Amoah, Daniel Boamah, Awan Abdul Rashid Mohammed

Background: The use of fruits and vegetables for the management and treatment of erectile dysfunction has gained popularity due to the cheaper cost, accessibility and perceived absence of side effects. Much of the work done on plant-based aphrodisiacs has focused on the phytochemistry of secondary metabolites.

Aim: This work sought to analyze selected fruits and vegetables that are commonly used in the management of erectile dysfunction in Ghana and quantify the levels of some micro- and macro-elements necessary for good penile health in order to determine the usefulness or otherwise of the selected produce.

Methods: Energy-dispersive X-ray fluorescence spectroscopy was used to detect and quantify the levels of potassium (K), calcium (Ca), selenium (Se), magnesium (Mg), iron (Fe), and zinc (Zn) in carrot roots, cucumber fruit, garlic bulb, ginger rhizome, nutmeg fruit, sweet potato tuber, tiger nut tuber and watermelon fruit.

Results: The analysis revealed the presence of K, Ca, Mg, Fe and Zn. Levels of Se were below detection. The concentration of K was the highest in each of the food substances. However, in terms of recommended daily allowance, Mg had the highest contribution. Cucumber fruit and the rind of watermelon fruit had the highest levels of micro- and macro-elements implicated in erectile dysfunction.

Conclusion: The potential use of these foods to treat and manage erectile dysfunction may not only be due to the presence of phytochemicals alone but also the presence of significant levels of micro- and macro-elements required for good penile health.

背景:使用水果和蔬菜来控制和治疗勃起功能障碍的做法因其成本低廉、容易获得且无副作用而受到欢迎。目的:这项工作旨在分析加纳常用于治疗勃起功能障碍的部分水果和蔬菜,并量化阴茎健康所需的一些微量和宏量元素的含量,以确定所选产品是否有用:方法:使用能量色散 X 射线荧光光谱法检测和量化胡萝卜根、黄瓜果实、大蒜球茎、生姜根茎、肉豆蔻果实、甘薯块茎、虎皮果块茎和西瓜果实中钾(K)、钙(Ca)、硒(Se)、镁(Mg)、铁(Fe)和锌(Zn)的含量:分析表明,胡萝卜根中含有钾、钙、镁、铁和锌。硒的含量低于检测水平。在每种食品中,钾的含量最高。不过,就每日建议摄入量而言,镁的含量最高。黄瓜果实和西瓜皮中与勃起功能障碍有关的微量和宏量元素含量最高:这些食物之所以能治疗和控制勃起功能障碍,可能不仅仅是因为它们含有植物化学物质,还因为它们含有大量阴茎健康所需的微量和宏量元素。
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引用次数: 0
Food insufficiency and its associated factors: Experiences of in-school adolescents in Sagamu Township, southwest Nigeria. 食物不足及其相关因素:尼日利亚西南部萨加穆镇在校青少年的经历。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2022-09-04 DOI: 10.1177/02601060221123183
Oluwafolahan O Sholeye, Kolawole J Sodeinde, Victor J Animasahun, Margaret Ojeahere, Abiola A Gbadebo

Background: The burden of hunger, food insecurity and malnutrition in sub-Saharan Africa is enormous. A higher proportion of the population suffer the consequences of food insecurity, hunger and undernourishment than previously assumed. Food insecurity among adolescents has been documented to be associated with malnutrition, poor health outcomes, low educational attainment and other negative consequences. Aim: This study therefore assessed food insecurity and its associated factors among adolescents in Sagamu, Ogun State, Nigeria. Methods: A cross-sectional study was conducted among 1300 in-school adolescents in Sagamu Township, Ogun State in southwestern Nigeria, selected via multi-stage sampling. A semi-structured, self-administered questionnaire was used for data collection. Data were analyzed with the aid of SPSS 20.0. Relevant descriptive and inferential statistics were calculated, with p < 0.05. Result: The prevalence of food insecurity was 45%, of which 34.6% had mild food insecurity, 34.7% had moderate food insecurity, while others experienced the severe form of food insecurity. Gender, age; maternal occupation, maternal education, living arrangement, low sense of self-worth, alcohol intake and cigarette smoking were associated (p < 0.05) with food insecurity. Predictors of food insecurity were: age; maternal education, living arrangement and some behavioral factors. Conclusion: The prevalence of food insecurity among adolescents in Sagamu was high. Multi-sectorial action is essential in tackling the challenges of food insecurity and its numerous consequences among adolescents, at all levels of governance.

背景:撒哈拉以南非洲地区的饥饿、粮食不安全和营养不良问题十分严重。遭受粮食不安全、饥饿和营养不良后果的人口比例比以前想象的要高。有资料表明,青少年的粮食不安全与营养不良、健康状况差、教育程度低和其他负面影响有关。目的:因此,本研究评估了尼日利亚奥贡州萨加穆青少年的粮食不安全状况及其相关因素。研究方法通过多阶段抽样,对尼日利亚西南部奥贡州萨加穆镇的 1300 名在校青少年进行了横断面研究。数据收集采用了半结构化的自填式问卷。数据借助 SPSS 20.0 进行分析。计算了相关的描述性和推论性统计数据,并得出了 p 值:粮食不安全的发生率为 45%,其中 34.6%为轻度粮食不安全,34.7%为中度粮食不安全,其他则为重度粮食不安全。性别、年龄、母亲职业、母亲教育程度、居住安排、自我价值感低、酒精摄入量和吸烟均与粮食不安全有关(p 结论:粮食不安全与青少年的年龄、性别、母亲职业、母亲教育程度、居住安排、自我价值感低、酒精摄入量和吸烟均有关:萨加木青少年的粮食不安全发生率很高。各级政府必须采取多部门行动,应对粮食不安全的挑战及其在青少年中造成的诸多后果。
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引用次数: 0
We got nuts! use deep neural networks to classify images of common edible nuts. 我们有坚果!使用深度神经网络对常见食用坚果的图像进行分类。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2022-07-21 DOI: 10.1177/02601060221113928
Ruopeng An, Joshua Perez-Cruet, Junjie Wang

Background: Nuts are nutrient-dense foods that contribute to healthier eating. Food image datasets enable artificial intelligence (AI) powered diet-tracking apps to help people monitor daily eating patterns.

Aim: This study aimed to create an image dataset of commonly consumed nut types and use it to build an AI computer vision model to automate nut type classification tasks.

Methods: iPhone 11 was used to take photos of 11 nut types-almond, brazil nut, cashew, chestnut, hazelnut, macadamia, peanut, pecan, pine nut, pistachio, and walnut. The dataset contains 2200 images, 200 per nut type. The dataset was randomly split into the training (60% or 1320 images), validation (20% or 440 images), and test sets (20% or 440 images). A neural network model was constructed and trained using transfer learning and other computer vision techniques-data augmentation, mixup, normalization, label smoothing, and learning rate optimization.

Results: The trained neural network model correctly predicted 338 out of 440 images (40 per nut type) in the validation set, achieving 99.55% accuracy. Moreover, the model classified the 440 images in the test set with 100% accuracy.

Conclusion: This study built a nut image dataset and used it to train a neural network model to classify images by nut type. The model achieved near-perfect accuracy on the validation and test sets, demonstrating the feasibility of automating nut type classification using smartphone photos. Being made open-source, the dataset and model can assist the development of diet-tracking apps that facilitate users' adoption and adherence to a healthy diet.

背景:坚果是营养丰富的食品,有助于人们更健康地饮食。方法:使用 iPhone 11 拍摄 11 种坚果的照片--杏仁、巴西坚果、腰果、栗子、榛子、夏威夷果、花生、山核桃、松子、开心果和核桃。数据集包含 2200 张图片,每种坚果类型 200 张。数据集被随机分成训练集(60% 或 1320 张图片)、验证集(20% 或 440 张图片)和测试集(20% 或 440 张图片)。利用迁移学习和其他计算机视觉技术--数据增强、混合、归一化、标签平滑和学习率优化--构建并训练了一个神经网络模型:经过训练的神经网络模型正确预测了验证集 440 张图片中的 338 张(每种坚果 40 张),准确率达到 99.55%。此外,该模型对测试集中的 440 幅图像进行了分类,准确率达到 100%:本研究建立了一个坚果图像数据集,并用它来训练一个神经网络模型,以便按坚果类型对图像进行分类。该模型在验证集和测试集上达到了近乎完美的准确率,证明了使用智能手机照片自动进行坚果类型分类的可行性。由于数据集和模型是开源的,因此可以帮助开发饮食跟踪应用程序,促进用户采用和坚持健康饮食。
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引用次数: 0
Impact of carbonated beverages on early onset of osteoporosis: A narrative review. 碳酸饮料对早期骨质疏松症的影响:叙述性综述。
Q2 Medicine Pub Date : 2024-06-01 Epub Date: 2023-09-11 DOI: 10.1177/02601060231201890
Nauman Khalid

Background: Processed and semi-processed foods are getting popular in the diets of the Western population. The Western diet is almost coupled with consuming carbonated beverages, either alcoholic or nonalcoholic. The presence of sugar, caffeine, and alcohol in different carbonated beverages and detrimental dietary patterns are leading causes of obesity, diabetes, and periodontal diseases in the young population. Aims: This article aims to review the impact of carbonated beverages on early onset of osteoporosis. Methods: A nonsystematic literature review searches in PubMed and Google Scholar electronic databases with predefined terms relating to carbonated beverages, caffeine intake, childhood obesity, osteoporosis, and bone softness. Results: Bone diseases significantly increase due to early exposure to caffeine and phosphoric acid in the pubertal period. Musculoskeletal growth is a dynamic and complex process, and bone mass achievement is of great importance in this process. According to the global burden of diseases, bone disorders consist of "6.8% of total disability-adjusted life-years." The consumption of soft drinks and their impact on bone accretion and bone mineral density in the young population is under research in the current literature on osteoporotic disorders. Since bone is a metabolically active tissue, it's in constant reconstruction mode. This process is regulated by genetic, hormonal, nutritional, and physical factors. Any imbalance in one of these processes might lead to mineral deposition and osteoporosis. Conclusion: Habitual intake of carbonated drinks with added sugars and caffeine is associated with increased body weight and bone fragility; stringent regulations are needed for proper education.

背景:加工和半加工食品在西方人的饮食中越来越流行。西方人的饮食几乎与饮用碳酸饮料(含酒精或不含酒精)联系在一起。不同碳酸饮料中含有的糖、咖啡因和酒精以及有害的饮食模式是导致年轻人肥胖、糖尿病和牙周疾病的主要原因。目的:本文旨在回顾碳酸饮料对早期骨质疏松症的影响。方法:通过非系统性的文献综述,在全球范围内搜索碳酸饮料:以碳酸饮料、咖啡因摄入量、儿童肥胖、骨质疏松症和骨质软化相关的预定义词在 PubMed 和 Google Scholar 电子数据库中进行非系统性文献综述检索。研究结果由于青春期过早接触咖啡因和磷酸,骨骼疾病明显增加。肌肉骨骼的生长是一个动态而复杂的过程,而骨量的实现在这一过程中至关重要。根据全球疾病负担,骨骼疾病占 "总残疾调整寿命年数的 6.8%"。在目前有关骨质疏松症的文献中,软饮料的消费及其对年轻人骨增生和骨矿物质密度的影响正在研究之中。由于骨骼是一种新陈代谢活跃的组织,它处于持续的重建模式。这一过程受遗传、荷尔蒙、营养和物理因素的调节。其中任何一个过程的失衡都可能导致矿物质沉积和骨质疏松症。结论习惯性摄入添加了糖和咖啡因的碳酸饮料与体重增加和骨质脆弱有关;需要制定严格的法规来进行适当的教育。
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Nutrition and health
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