Pengembangan Perangkat Pengukuran Hemoglobin Secara Non-Invasif Berbasis Jaringan Long Range (LoRa)
DOI:
https://doi.org/10.62411/tc.v23i1.9432Keywords:
Stunting, Hemoglobin, Non-InvasifAbstract
Stunting mengakibatkan gangguan pertumbuhan anak-anak batita sehingga perkembangan tubuhnya menjadi tidak maksimal. Kondisi ini berdampak pada perkembangan Indonesia di masa mendatang. Banyaknya stunting akan menyebabkan generasi muda Indonesia tidak mampu berkompetisi dalam dunia global. Penanganan stunting dapat dilakukan pada anak dan calon ibu. Calon ibu yang merupakan remaja putri jarang menjadi fokus untuk penurunan angka stunting. Remaja putri yang sering mengalami anemia akan memiliki kemungkinan besar untuk melahirkan calon bayi stunting. Pengukuran hemoglobin secara invasif seringkali menjadi halangan bagi remaja putri untuk melakukan pengukuran hemoglobin. Penelitian ini bertujuan untuk mengembangkan perangkat pengukuran hemoglobin secara non-invasif sehingga dapat dilakukan untuk memantau hemoglobin pada remaja putri. Pencatatan hemoglobin secara elektronik nirkabel berbasis jaringan Long Range (LoRa) juga dilakukan untuk menyediakan data yang terbaru. Hasil dari penelitian menunjukkan bahwa perangkat mampu membaca Hemoglobin dengan tingkat galat berkisar antara 0,01% – 0,67% dengan rata-rata galat sebesar 0,31%. Hasil pengujian performa jaringan LoRa menunjukkan bahwa jaringan LoRa telah siap digunakan untuk pengiriman data jarak jauh secara nirkabel. Kuat sinyal pengiriman di sekitar Kabupaten Banyumas telah mencapai kuat minimum yang disyaratkan untuk pengiriman data yaitu -120dBm. Data penelitian menunjukkan bahwa pengembangan perangkat untuk mengirimkan data menggunakan jaringan LoRa dapat digunakan untuk pengukuran Hemoglobin remaja putri secara berkala di Kabupaten Banyumas.References
S. Abdillah, “The Effect of Maternal and Child Factors on Stunting in Children Under Five Years in Rural Indonesia,” KnE Life Sci., Feb. 2022, doi: 10.18502/kls.v7i2.10382.
Kementrian, “Peraturan Presiden No. 28,” no. 1. 2020.
M. Lupiana and S. Sutrio, “Penyuluhan Gizi Tentang Anemia Dan Stunting Di Desa Gedong Pakuan Kecamatan Baradatu Kabupaten Way Kanan,” Jompa Abdi J. Pengabdi. Masy., vol. 1, no. 4, pp. 52–56, Dec. 2022, doi: 10.57218/jompaabdi.v1i4.306.
A. Mizawati, N. Effendi, D. Sulastri, and R. S. Purna, “Genetic Factors Causing the Prevalence of Anemia in Young Girls and Stunting in Toddlers: A Systematic Literature Review,” J. Penelit. Pendidik. IPA, vol. 9, no. 9, pp. 531–538, Sep. 2023, doi: 10.29303/jppipa.v9i9.4822.
L. H. Adilah, A. Syafiq, and S. Sukoso, “Correlation of Anemia in Pregnant Women with Stunting Incidence: A Review,” Indones. J. Multidiscip. Sci., vol. 2, no. 9, pp. 3155–3169, Jun. 2023, doi: 10.55324/ijoms.v2i9.545.
Z. Riaty and D. E. Nursyam, “Analysis of Hemoglobin Levels and Hematocrite Value in Stunting Children in Bukit Sileh, Solok Regency,” 2022, doi: 10.2991/ahsr.k.220303.032.
A. Astuti, Y. Muyassaroh, and M. Ani, “The Relationship Between Mother’s Pregnancy History and Baby’s Birth to the incidence of stunting in infants,” J. Midwifery Sci. Basic Appl. Res., vol. 2, no. 1, pp. 22–26, Jul. 2020, doi: 10.31983/jomisbar.v2i1.5934.
S. M. Agritubella and F. Jannah, “Prevention of Stunting Through Nutrition Education on Pregnant Women,” J. Endur., vol. 7, no. 1, Feb. 2022, doi: 10.22216/jen.v7i1.863.
F. H. N. Adriyani and A. Hikmanti, “Correlations of Anemia, Stunting, and Sociodemographic Characteristics and Energy Among Children Aged 6–23 Months at Karangklesem Village, South Purwokerto,” 2020, doi: 10.2991/ahsr.k.200204.044.
N. W. D. Tarini, W. Sugandini, and N. K. Sulyastini, “Prevalence of Anemia and Stunting in Early Adolescent Girls,” 2020, doi: 10.2991/assehr.k.200115.065.
Resmiati, “Efektifitas Aplikasi Edukasi Gizi Remaja Berbasis Android Untuk Pencegahan Stunting,” J. Endur., vol. 6, no. 2, pp. 443–451, Jun. 2022, doi: 10.22216/jen.v6i2.357.
F. Aminin, SST, M.Kes., R. Rahmadona, and A. B. Gizta, “The Effectiveness of Health Education Using Si NaNing Module to Increase Independence in Stunting Prevention,” J. KEBIDANAN, vol. 13, no. 1, pp. 78–84, Apr. 2023, doi: 10.31983/jkb.v13i1.9650.
R. D. Whitehead, Z. Mei, C. Mapango, and M. E. D. Jefferds, “Methods and analyzers for hemoglobin measurement in clinical laboratories and field settings,” Ann. N. Y. Acad. Sci., vol. 1450, no. 1, pp. 147–171, Aug. 2019, doi: 10.1111/nyas.14124.
M. N. Garcia?Casal, O. Dary, M. E. Jefferds, and S. Pasricha, “Diagnosing anemia: Challenges selecting methods, addressing underlying causes, and implementing actions at the public health level,” Ann. N. Y. Acad. Sci., vol. 1524, no. 1, pp. 37–50, Jun. 2023, doi: 10.1111/nyas.14996.
K. J. Jeon, S.-J. Kim, K. K. Park, J.-W. Kim, and G. Yoon, “Noninvasive total hemoglobin measurement,” J. Biomed. Opt., vol. 7, no. 1, p. 45, 2002, doi: 10.1117/1.1427047.
M. Parker et al., “An evaluation of hemoglobin measurement tools and their accuracy and reliability when screening for child anemia in Rwanda: A randomized study,” PLoS One, vol. 13, no. 1, p. e0187663, Jan. 2018, doi: 10.1371/journal.pone.0187663.
S. D. S. Syarifuddin, A. Khurniawan, R. Munadi, and S. Sussi, “Sistem Informasi Pengukuran Kadar Hemoglobin Non-Invasif Berbasis Android Menggunakan Algoritma Extreme Gradient Boosting,” Komputika J. Sist. Komput., vol. 12, no. 1, pp. 13–23, May 2023, doi: 10.34010/komputika.v12i1.5049.
U. UMAR and R. ALYAH, “Pemantauan Hemoglobin Darah Dengan Non-Invasive Menggunakan Sensor Near Infrared LED IR 940NM,” J. INSTEK (Informatika Sains dan Teknol., vol. 5, no. 1, p. 93, Apr. 2020, doi: 10.24252/instek.v5i1.13690.
A. K. Putri, A. Prakasa, and M. A. Afandi, “Sistem Pemantau Densitas Debu Gudang Elektronik: Perancangan dan Analisanya,” J. Telecommun. Electron. Control Eng., vol. 3, no. 2, pp. 81–86, Dec. 2021, doi: 10.20895/jtece.v3i2.367.
M. A. Afandi, S. Nurandi, and I. K. A. Enriko, “Automated Air Conditioner Controler and Monitoring Based on Internet of Things,” IJEIS (Indonesian J. Electron. Instrum. Syst., vol. 11, no. 1, p. 83, Apr. 2021, doi: 10.22146/ijeis.64563.
N. F. N. Azizah, H. Pujiharsono, and M. A. Afandi, “Sistem Pengendali Suhu dan Kadar pH pada Kolam Ikan Lele Berbasis IoT pada Desa Kutaringin Kabupaten Banjarnegara,” JRST (Jurnal Ris. Sains dan Teknol., vol. 6, no. 1, p. 65, Nov. 2022, doi: 10.30595/jrst.v6i1.11693.
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