Quantitative Analysis of Hemoglobin Based on SiPLS‑BP Model

Zhushanying Zhang; Sicong Zhu; Xianwen Zhang; Baorong Fu; Zhi Li; Huimin Cao; Yi Liu

doi:10.3788/CJL230845

[1] Grote-Koska D, Klauke R, Kaiser P et al. Total haemoglobin‒a reference measuring system for improvement of standardisation[J]. Clinical Chemistry and Laboratory Medicine, 58, 1314-1321(2020).

[2] Arcot L, Kandaswamy S, Modali A et al. Developing microscopy based microfluidic SLS assay for on-chip hemoglobin estimation[J]. AIP Advances, 11, 025337(2021).

[3] Calvaresi E C, La'ulu S L, Snow T M et al. Plasma hemoglobin: a method comparison of six assays for hemoglobin and hemolysis index measurement[J]. International Journal of Laboratory Hematology, 43, 1145-1153(2021).

[4] Tsuchikawa S, Ma T, Inagaki T. Application of near-infrared spectroscopy to agriculture and forestry[J]. Analytical Sciences, 38, 635-642(2022).

[5] Liu J, Liu G, Li S J et al. Infrared spectroscopy identification of artificially aging wheat seeds[J]. Laser & Optoelectronics Progress, 58, 0830002(2021).

[6] Pourdarbani R, Sabzi S, Rohban M H et al. Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants[J]. Journal of Near Infrared Spectroscopy, 30, 197-207(2022).

[7] Wang W B, Keller M D, Baughman T et al. Evaluating low-cost optical spectrometers for the detection of simulated substandard and falsified medicines[J]. Applied Spectroscopy, 74, 323-333(2020).

[8] Junaedi E C, Lestari K, Muchtaridi M. Infrared spectroscopy technique for quantification of compounds in plant-based medicine and supplement[J]. Journal of Advanced Pharmaceutical Technology & Research, 12, 1-7(2021).

[9] Weber A, Hoplight B, Ogilvie R et al. Innovative vibrational spectroscopy research for forensic application[J]. Analytical Chemistry, 95, 167-205(2023).

[10] Chen Y Z, Wang Q H, Gao S et al. Nondestructive testing model for textural quality of freshwater fish in storage using near-infrared spectroscopy[J]. Laser & Optoelectronics Progress, 58, 1230001(2021).

[11] Hu J, Feng Y Z, Wang Y J et al. Detection of umami substances and umami intensity based on near-infrared spectroscopy[J]. Acta Optica Sinica, 42, 0130002(2022).

[12] He G K, Yuan K, Zhang Z Y et al. Millet moisture content detection based on two-dimensional correlation near infrared spectroscopy[J]. Laser & Optoelectronics Progress, 59, 0830002(2022).

[13] Wang Q Y, Li F S, Xu M Q et al. Research on geological mineral identification based on near infrared spectroscopy[J]. Fresenius Environmental Bulletin, 29, 6936-6943(2020).

[14] Haese E, Krieg J, Grubješić G et al. Determination of in situ ruminal degradation of phytate phosphorus from single and compound feeds in dairy cows using chemical analysis and near-infrared spectroscopy[J]. Animal, 14, 1461-1471(2020).

[15] Cheshkova T V, Arysheva A V, Sagachenko T A et al. Composition of sulfur-linked fragments in asphaltene components of heavy fuel oil and its pyrolysis products[J]. Chemistry and Technology of Fuels and Oils, 58, 306-310(2022).

[16] Sun D Q, Xie L R, Zhou Y et al. Application of SG-MSC-MC-UVE-PLS algorithm in whole blood hemoglobin concentration detection based on near infrared spectroscopy[J]. Spectroscopy and Spectral Analysis, 41, 2754-2758(2021).

[17] Zhu S C, Gao X Y, Zhang Z S Y et al. Partitioning proportion and pretreatment method of infrared spectral dataset[J]. Chinese Journal of Analytical Chemistry, 50, 1415-1429(2022).

[18] Gao X Y, Zhang Z S Y, Lu C C et al. Quantitative analysis of hemoglobin based on SiPLS-SPA wavelength optimization[J]. Spectroscopy and Spectral Analysis, 43, 50-56(2023).

[19] Wang S S, Huang K, Li M et al. Quantitative optical detection method of hemoglobin based on BP neural network[J]. Acta Optica Sinica, 38, 0717002(2018).