Research graph
References from Dual-branch hierarchical fusion network for voice-based classification of type 2 diabetes mellitus using multi-vowel acoustic features. Local targets link to admitted publications; unresolved targets remain external evidence.
Pathophysiology and treatment of type 2 diabetes: perspectives on the past, present, and future
10.1016/s0140-6736(13)62154-6 · 2014 · External reference
Standards of medical care in diabetes—2022 abridged for primary care providers
10.2337/cd22-as01 · 2022 · External reference
The virtual doctor: an interactive clinical-decision-support system based on deep learning for non-invasive prediction of diabetes
10.1016/j.artmed.2019.101706 · 2019 · External reference
Acoustic analysis and prediction of type 2 diabetes mellitus using smartphone-recorded voice segments
10.1016/j.mcpdig.2023.08.005 · 2023 · External reference
Exploring the impact of type II diabetes mellitus on voice quality
10.1007/s00405-024-08485-4 · 2024 · External reference
Disease related changes in vocal parameters of patients with type 2 diabetes mellitus
10.1080/14015439.2021.1917653 · 2022 · External reference
Unresolved reference
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Voice pathology identification system using a deep learning approach based on unique feature selection sets
10.1111/exsy.13327 · 2025 · External reference
Automated multi-class diabetic retinopathy classification using EfficientNet-B2 based on color fundus images
10.65511/jaima.v1i1.733 · 2025 · External reference
Mfcc and its applications in speaker recognition
2010 · External reference
Critical analysis of the impact of glottal features in the classification of clinical depression in speech
10.1109/tbme.2007.900562 · 2008 · External reference
The geneva minimalistic acoustic parameter set (GeMAPS) for voice research and affective computing
10.1109/taffc.2015.2457417 · 2016 · External reference
Unresolved reference
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Introduction to machine learning: k-nearest neighbors
10.21037/atm.2016.03.37 · 2016 · External reference
Survey on SVM and their application in image classification
10.1007/s41870-017-0080-1 · 2021 · External reference
A review of recurrent neural networks: LSTM cells and network architectures
10.1162/neco_a_01199 · 2019 · External reference
Detecting affect states using VGG16, ResNet50 and SE-ResNet50 networks
10.1007/s42979-020-0114-9 · 2020 · External reference
Instrumental acoustic voice characteristics in adults with type 2 diabetes
10.1016/j.jvoice.2019.07.003 · 2021 · External reference
A voice-based algorithm can predict type 2 diabetes status in USA adults: findings from the colive voice study
10.1371/journal.pdig.0000679 · 2024 · External reference
