Development of a Multisensor-Based Non-Contact Anthropometric System for Early Stunting Detection

Umiatin, Umiatin; Indrasari, Widyaningrum; Taryudi, Taryudi; Dendi, Abdul Fatah

doi:10.3390/jsan11040069

Cited by 6 publications

(3 citation statements)

References 21 publications

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“…In the works presented in [ 29 , 30 , 31 , 32 , 33 ], the continuous monitoring of vital signs such as breathing and heartbeat temperatures is carried out; these variables play an essential role in predicting diseases. The results highlight the significance of assessing these devices for telemonitoring and clinical decision making, illustrating the potential of wearable technology in real-time health monitoring.…”

Section: Related Workmentioning

confidence: 99%

A Low-Cost Wearable Device to Estimate Body Temperature Based on Wrist Temperature

Mata-Romero,

Simental-Martínez,

Guerrero-Osuna

et al. 2024

Sensors

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The remote monitoring of vital signs and healthcare provision has become an urgent necessity due to the impact of the COVID-19 pandemic on the world. Blood oxygen level, heart rate, and body temperature data are crucial for managing the disease and ensuring timely medical care. This study proposes a low-cost wearable device employing non-contact sensors to monitor, process, and visualize critical variables, focusing on body temperature measurement as a key health indicator. The wearable device developed offers a non-invasive and continuous method to gather wrist and forehead temperature data. However, since there is a discrepancy between wrist and actual forehead temperature, this study incorporates statistical methods and machine learning to estimate the core forehead temperature from the wrist. This research collects 2130 samples from 30 volunteers, and both the statistical least squares method and machine learning via linear regression are applied to analyze these data. It is observed that all models achieve a significant fit, but the third-degree polynomial model stands out in both approaches. It achieves an R2 value of 0.9769 in the statistical analysis and 0.9791 in machine learning.

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Section: Related Workmentioning

confidence: 99%

A Low-Cost Wearable Device to Estimate Body Temperature Based on Wrist Temperature

Mata-Romero,

Simental-Martínez,

Guerrero-Osuna

et al. 2024

Sensors

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“…Adapun dampak yang diakibatkan oleh stunting ini diantaranya dapat berakibat jangka pendek ataupun jangka panjang serta akan menambah angka kematian dan rendahnya kualitas perkembangan dan pemahaman, bertambah risiko infeksi dan penyakit degeneratif pada dewasa yang menyebabkan kurangnya produktivitas (Kustanto, 2021;McGovern et al, 2017). Selain itu juga dapat menyebabkan gangguan perkembangan dalam kognitif, bahasa, dan perkembangan sensorik dan motorik (Nahar et al, 2020;Supriatin et al, 2020;Umiatin et al, 2022;Yunianto et al, 2020).…”

Section: Abstrakunclassified

Intervention of Development Stimulation and Nutrition Education of Complementary Feeding on The Growth and Development of Stunting Under-Free Children

Abdurrahmat,

Betaditya,

Yunianto

et al. 2023

JIKA

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The incidence of stunting under five is also related to the low level of knowledge in providing food intake that can meet children's needs. Appropriate intervention is expected to be able to deal with stunting incidents which can be irreversible at a later stage This study aimed to determine the effect of developmental stimulation interventions and providing MP-ASI nutrition education on stunted children under five. The design of this study was experimental with pre and post design. This study used educational media MP-ASI modules and stimulation, detection, early intervention of child growth and development (SDIDTK) by first conducting developmental screening using a developmental pre-screening questionnaire (KPSP). The intervention is carried out for 1 month. The subjects in this study were 44 stunted toddlers in Condong Village using a purposive sampling method. For data that were not normally distributed, the Wilcoxon test was used to determine the significance of the effect of the intervention, and for normally distributed data, a paired t-test was used. There were significant differences in the variables of weight, height, nutritional status, height/age, and energy intake of stunting toddlers before and after the intervention (p-value<0,05). However, there were no significant differences in the variables of protein, fat intake and child development (p-value>0,05). It is necessary to carry out further research related to the duration of providing child development stimulus to stunting toddlers, so that the results of changes in child development can occur significantly.

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“…Currently, several digital height measurement innovations by utilizing various technologies have been developed. For example, stadiometers with ultrasonic sensors such as in the study in Canada [6], Korea [7], France [8], United Kingdom [9], Argentina, Brazil, Democratic Republic of the Congo, Denmark, Egypt, France, Germany, India, Norway, and Thailand [10] also in Indonesia [11]. This article is a review of the use of ultrasonic sensors in anthropometry and body measurement in humans worldwive.…”

Section: Governmentmentioning

confidence: 99%

Non-contact Measurement Using Ultrasonic Technology for Human Anthropometric: A Narrative Review

Siswati

Rialihanto

Paramashanti

2023

JSRR

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Introduction: Stunting is a public health priority in low- and middle-income countries. Thus, the validity and reliability of anthropometric measurement tools become critical for early stunting detection in children. Objective: This article aims to review the use of ultrasonic sensors in human anthropometric and body measurements. Methods: We conducted a narrative review of articles regarding the ultrasonic sensor for measuring anthropometrics in the human body between 2016 and 2022. We focused particularly on the use of ultrasonic sensors in children’s anthropometrics, body size, and body measurements. Results: According to the findings, the majority of non-contact measurements using ultrasonic sensors were applied to adults, though several studies also involved pregnant women to measure foetus size. These studies showed that ultrasonic sensors were beneficial as they served as accurate, reproducible, affordable, and easy-to-use tools. Conclusion: Future studies are warranted to understand the significance of the non-contact measurements for children’s anthropometrics, especially for early stunting detection.

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Development of a Multisensor-Based Non-Contact Anthropometric System for Early Stunting Detection

Cited by 6 publications

References 21 publications

A Low-Cost Wearable Device to Estimate Body Temperature Based on Wrist Temperature

A Low-Cost Wearable Device to Estimate Body Temperature Based on Wrist Temperature

Intervention of Development Stimulation and Nutrition Education of Complementary Feeding on The Growth and Development of Stunting Under-Free Children

Non-contact Measurement Using Ultrasonic Technology for Human Anthropometric: A Narrative Review

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