Classification of diabetic retinopathy based on Functional Linked Neural network utilizing segmented fundus image features

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: D. Sasikala | T. Kowsalya | P. Padmaloshani | S. Ravindrakumar

EEG-based emotion classification Model: Combined model with improved score level fusion

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Deepthi Kulkarni | Vaibhav Vitthalrao Dixit

RPA-UNet: A robust approach for arteriovenous fistula ultrasound image segmentation

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Kan Luo | Feifei Tu | Chaobing Liang | Jing Huang | Jianxing Li | Renling Lin | Jieyi Zhu | Dengke Hong

Lung Cancer Classification using Optimized Attention-based Convolutional Neural Network with DenseNet-201 Transfer Learning Model on CT image

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: G. Mohandass | G. Hari Krishnan | D. Selvaraj | C. Sridhathan

ECG and EEG based machine learning models for the classification of mental workload and stress levels for women in different menstrual phases, men, and mixed sexes

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Research funded by Thailand Science Research and Innovation (SCI6505189S)

Authors: Apit Hemakom | Danita Atiwiwat | Pasin Israsena

Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Claudio Meneses Villegas | Jorge Littin Curinao | David Coo Aqueveque | Juan Guerrero-Henríquez | Martín Vargas Matamala

An automatic classification framework for identifying type of plant leaf diseases using multi-scale feature fusion-based adaptive deep network

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Bathula Nagachandrika | R. Prasath | I.R. Praveen Joe

Weighted window attention and recover feature resolution-based network for deformable abdominal image registration

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Mingrui Ma | Tao Wang | Weijie Wang | Guixia Liu

A pathology image segmentation framework based on deblurring and region proxy in medical decision-making system

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Research funded by National Natural Science Foundation of China National Outstanding Youth Science Fund Project (62302062) | Scientific Research Foundation of Hunan Provincial Education Department (23B0797,23A0608,23A0597,23A0608,23A0597) | Natural Science Foundation of Hunan Province (2023JJ40081)

Authors: Limiao Li | Keke He | Xiaoyu Zhu | Fangfang Gou | Jia Wu

A blockchain-based deep learning system with optimization for skin disease classification

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Sonali Rokade | Nilamadhab Mishra

DLEmotion: Deep learning-based emotion classification using visual attention location information

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Mohammad Reza Eslamian Koupaei | Mohammad Reza Daliri

A novel hybrid deep CNN model for breast cancer classification using Lipschitz-based image augmentation and recursive feature elimination

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Sreedhar Kollem | Chandrasekhar Sirigiri | Samineni Peddakrishna

Cancer miRNA biomarker classification based on syntax-guided hierarchical attention network optimized with Golden Jackal optimization algorithm

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: P.J. Sathish Kumar | Raji Pandurangan | B.R. Tapas Bapu | V. Nagaraju

CB-HDM: ECG signal based heart disease classification using convolutional block attention assisted hybrid deep Maxout network

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Ch Lakshmi Narayana Rao | Vanitha Kakollu

Multi-label classification of arrhythmia using dynamic graph convolutional network based on encoder-decoder framework

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Yuhao Cheng | Wenliang Zhu | Deyin Li | Lirong Wang

A brain topography graph embedded convolutional neural network for EEG-based motor imagery classification

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Research funded by Science, Technology and Innovation Commission of Shenzhen Municipality (KJZD20230923113904009,JCYJ20210324115412035,ZDSYS20210813095534001)

Authors: Ji Shi | Jiaming Tang | Zhihuan Lu | Ruolin Zhang | Jun Yang | Qiuquan Guo | Dongxing Zhang

Synthesis of Convolutional Neural Network architectures for biomedical image classification

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Oleh Berezsky | Petro Liashchynskyi | Oleh Pitsun | Ivan Izonin

A robust quality estimation method for medical image segmentation with small datasets

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Fatmatülzehra Uslu | Marta Varela

Enhancing image denoising: A novel non-local anisotropic diffusion framework based on Caputo derivatives and Gaussian convolution for the Perona–Malik model

JOURNAL ARTICLE published September 2024 in Signal Processing

Authors: S. Kassimi | H. Moussa | H. Sabiki

Deep learning based hybrid ghost-net for metaspread chromosome image segmentation

JOURNAL ARTICLE published September 2024 in Biomedical Signal Processing and Control

Authors: Kamalpreet Kaur | Renu Dhir