Research map: Noninvasive diabetes mellitus classification based on HbA1c using the mel-frequency cepstral coefficients from the photoplethysmographic signal

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  1. A systematic analysis of performance measures for classification tasks · Marina V. Sokolova · 2009 · 7037 citations · Cited by this paper
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  26. Motion artifact removal from photoplethysmographic signals by combining temporally constrained independent component analysis and adaptive filter · Fulai Peng · 2014 · 132 citations · Cited by this paper
  27. Design of intelligent diabetes mellitus detection system using hybrid feature selection based XGBoost classifier · Anju Prabha · 2021 · 121 citations · Cited by this paper
  28. Arterial Stiffness and Incidence of Diabetes: A Population-Based Cohort Study · Iram Faqir Muhammad · 2017 · 120 citations · Cited by this paper
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  30. Towards non-invasive blood glucose measurement using machine learning: An all-purpose PPG system design · Shantanu Sen Gupta · 2021 · 105 citations · Cited by this paper
  31. An Unobtrusive and Calibration-free Blood Pressure Estimation Method using Photoplethysmography and Biometrics · Xiaoman Xing · 2019 · 98 citations · Cited by this paper
  32. Recent advances in electrochemical non-enzymatic glucose sensor for the detection of glucose in tears and saliva: A Review · Kermue Vasco Jarnda · 2023 · 77 citations · Cited by this paper
  33. Non-Invasive Glucose Measurement Technologies: Recent Advancements and Future Challenges · Prateek Jain · 2024 · 70 citations · Cited by this paper
  34. Non-invasive hypoglycemia monitoring system using extreme learning machine for Type 1 diabetes · Sai Ho Ling · 2016 · 67 citations · Cited by this paper
  35. Determination of glycated hemoglobin with special emphasis on biosensing methods · Chandra Shekhar Pundir · 2013 · 66 citations · Cited by this paper
  36. Detection of motion artifact patterns in photoplethysmographic signals based on time and period domain analysis · Ricardo Couceiro · 2014 · 64 citations · Cited by this paper
  37. Prevalence of undiagnosed diabetes mellitus and associated factors among adult residents of Bahir Dar city, northwest Ethiopia: a community-based cross-sectional study · Getasew Mulat Bantie · 2019 · 54 citations · Cited by this paper
  38. Design and Development of a Modular, Multichannel Photoplethysmography System · Karthik Budidha · 2018 · 51 citations · Cited by this paper
  39. Intelligent estimation of blood glucose level using wristband PPG signal and physiological parameters · Anju Prabha · 2022 · 51 citations · Cited by this paper

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