Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Volume 11, Issue 5 (2023)

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Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Volume 11, Issue 5 (2023)

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Research Article

Article
Research perspective and review towards brain tumour segmentation and classification using different image modalities
Mayuri Popat & Sanskruti Patel
Pages: 1579-1597
Published online: 03 Oct 2022
AbstractforResearch perspective and review towards brain tumour segmentation and classification using different image modalities | Full Text | References | PDF (6.1 MB) | EPUB
  • 318 Views
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Article
Optimised ensemble learning-based IoT-enabled heart disease monitoring system: an optimal fuzzy ranking concept
N.V.L.M Krishna Munagala, Lakshmi Rajeswara Rao Langoju, A. Daisy Rani & D.V.rama Koti Reddy
Pages: 1598-1614
Published online: 04 Jan 2023
AbstractforOptimised ensemble learning-based IoT-enabled heart disease monitoring system: an optimal fuzzy ranking concept | Full Text | References | PDF (5.7 MB) | EPUB
  • 90 Views
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Article
Pap smear-based cervical cancer detection using hybrid deep learning and performance evaluation
Madhura Kalbhor, Swati Shinde, Hrushikesh Joshi & Pankaj Wajire
Pages: 1615-1624
Published online: 05 Jan 2023
AbstractforPap smear-based cervical cancer detection using hybrid deep learning and performance evaluation | Full Text | References | PDF (3 MB) | EPUB
  • 362 Views
  • 2 CrossRef citations
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Article
An intelligent approach for detection and grading of diabetic retinopathy and diabetic macular edema using retinal images
Pranoti Nage, Sanjay Shitole & Manesh Kokare
Pages: 1625-1640
Published online: 05 Jan 2023
AbstractforAn intelligent approach for detection and grading of diabetic retinopathy and diabetic macular edema using retinal images | Full Text | References | PDF (4.2 MB) | EPUB
  • 224 Views
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Article
Water cycle tunicate swarm algorithm based deep residual network for virus detection with gene expression data
Karthi S.L.R. Sudha & M. Navaneetha Krishnan
Pages: 1641-1651
Published online: 13 Feb 2023
AbstractforWater cycle tunicate swarm algorithm based deep residual network for virus detection with gene expression data | Full Text | References | PDF (5 MB) | EPUB
  • 44 Views
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Article
Histology Image Viewer and Converter (HIVC): a high-speed freeware software to view and convert whole slide histology images
Sayed Ahmadreza Razian & Majid Jadidi
Pages: 1652-1660
Published online: 04 Feb 2023
AbstractforHistology Image Viewer and Converter (HIVC): a high-speed freeware software to view and convert whole slide histology images | Full Text | References | PDF (8 MB) | EPUB
  • 307 Views
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Article
Spark-based deep classifier framework for imbalanced data classification
Vikas Gajananrao Bhowate & T. Hanumantha Reddy
Pages: 1661-1677
Published online: 16 Feb 2023
AbstractforSpark-based deep classifier framework for imbalanced data classification | Full Text | References | PDF (10.3 MB) | EPUB
  • 74 Views
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Article
Medical image annotation and classification employing pyramidal feature specific lightweight deep convolution neural network
Pandia Rajan Jeyaraj & Edward Rajan Samuel Nadar
Pages: 1678-1689
Published online: 20 Feb 2023
AbstractforMedical image annotation and classification employing pyramidal feature specific lightweight deep convolution neural network | Full Text | References | PDF (9.1 MB) | EPUB
  • 100 Views
  • 2 CrossRef citations
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Article
Automated segmentation of standard scanning planes to measure biometric parameters in foetal ultrasound images – a survey
U. B. Balagalla, J.V.D. Jayasooriya, C. de Alwis & A. Subasinghe
Pages: 1690-1707
Published online: 22 Feb 2023
AbstractforAutomated segmentation of standard scanning planes to measure biometric parameters in foetal ultrasound images – a survey | Full Text | References | PDF (3.6 MB) | EPUB
  • 194 Views
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Article
Systematic assessment and review of techniques based on tumour detection in brain using MRI
Raviraj D. Chougala & Havaldar R H
Pages: 1708-1716
Published online: 17 Mar 2023
AbstractforSystematic assessment and review of techniques based on tumour detection in brain using MRI | Full Text | References | PDF (1 MB) | EPUB
  • 97 Views
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Article
Application of microcomputed tomography to calculate rat intervertebral disc volume as a surrogate measure of degeneration
David J. Lillyman, Evie C. Barnett, Tyler J. Miller & Rebecca A. Wachs
Pages: 1717-1723
Published online: 25 Feb 2023
AbstractforApplication of microcomputed tomography to calculate rat intervertebral disc volume as a surrogate measure of degeneration | Full Text | References | PDF (4.1 MB) | EPUB
  • 165 Views
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Article
DACov: a deeper analysis of data augmentation on the computed tomography segmentation problem
Bruno A. Krinski, Daniel V. Ruiz, Rayson Laroca & Eduardo Todt
Pages: 1724-1741
Published online: 07 Mar 2023
AbstractforDACov: a deeper analysis of data augmentation on the computed tomography segmentation problem | Full Text | References | PDF (11.1 MB) | EPUB
  • 117 Views
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Article
Diagnosis and detection of COVID-19 infection on X-Ray and CT scans using deep learning based generative adversarial network
Deepa s & Shakila s
Pages: 1742-1752
Published online: 21 Mar 2023
AbstractforDiagnosis and detection of COVID-19 infection on X-Ray and CT scans using deep learning based generative adversarial network | Full Text | References | PDF (4.6 MB) | EPUB
  • 63 Views
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Article
Machine Learning Model and Cuckoo Search in a modular system to identify Alzheimer’s disease from MRI scan images
Saravanan Thangavel & Saravanakumar Selvaraj
Pages: 1753-1761
Published online: 23 Mar 2023
AbstractforMachine Learning Model and Cuckoo Search in a modular system to identify Alzheimer’s disease from MRI scan images | Full Text | References | PDF (2 MB) | EPUB
  • 169 Views
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Article
Machine learning- based lung disease diagnosis from CT images using Gabor features in Littlewood Paley empirical wavelet transform (LPEWT) and LLE
Rajneesh Kumar Patel & Manish Kashyap
Pages: 1762-1776
Published online: 12 Mar 2023
AbstractforMachine learning- based lung disease diagnosis from CT images using Gabor features in Littlewood Paley empirical wavelet transform (LPEWT) and LLE | Full Text | References | PDF (2.5 MB) | EPUB
  • 113 Views
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Article
MHAMD-MST-CNN: multiscale head attention guided multiscale density maps fusion for video crowd counting via multi-attention spatial-temporal CNN
Santosh Kumar Tripathy, Subodh Srivastava & Rajeev Srivastava
Pages: 1777-1790
Published online: 23 Mar 2023
AbstractforMHAMD-MST-CNN: multiscale head attention guided multiscale density maps fusion for video crowd counting via multi-attention spatial-temporal CNN | Full Text | References | PDF (7.1 MB) | EPUB
  • 86 Views
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Article
Identification of muscle activities involved in hyoid bone movement during swallowing using computer simulation
Takahiro Kikuchi, Yukihiro Michiwaki & Hideyuki Azegami
Pages: 1791-1802
Published online: 21 Mar 2023
AbstractforIdentification of muscle activities involved in hyoid bone movement during swallowing using computer simulation | Full Text | References | PDF (3.8 MB) | EPUB
  • 139 Views
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Article
Brain tumour segmentation and survival prognostication using 3D radiomics features and machine learning algorithms
J. Glory Precious, I. Keren Evangeline & S. P. Angeline Kirubha
Pages: 1803-1817
Published online: 27 Mar 2023
AbstractforBrain tumour segmentation and survival prognostication using 3D radiomics features and machine learning algorithms | Full Text | References | PDF (5.7 MB) | EPUB
  • 116 Views
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Article
An improved MI recognition by localising feature extraction in both frequency and time domains
M. K. M. Rahman & H. M. Tanvir Shuvo
Pages: 1818-1830
Published online: 23 Mar 2023
AbstractforAn improved MI recognition by localising feature extraction in both frequency and time domains | Full Text | References | PDF (3.5 MB) | EPUB
  • 102 Views
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Article
An ECG Signal Compression Technique Using Fast Normalised Least Mean Square Algorithm
V B K L Aruna & E Chitra
Pages: 1831-1838
Published online: 29 Mar 2023
AbstractforAn ECG Signal Compression Technique Using Fast Normalised Least Mean Square Algorithm | Full Text | References | PDF (1.6 MB) | EPUB
  • 66 Views
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Article
Multimodal face shape detection based on human temperament with hybrid feature fusion and Inception V3 extraction model
Srinivas Adapa & Vamsidhar Enireddy
Pages: 1839-1857
Published online: 03 Apr 2023
AbstractforMultimodal face shape detection based on human temperament with hybrid feature fusion and Inception V3 extraction model | Full Text | References | PDF (7.1 MB) | EPUB
  • 85 Views
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Article
Tracking patellar osteophytes to detect osteoarthritis
Sabyasachi Mukherjee, Oishila Bandyopadhyay, Arindam Biswas & Bhargab B. Bhattacharya
Pages: 1858-1868
Published online: 27 Mar 2023
AbstractforTracking patellar osteophytes to detect osteoarthritis | Full Text | References | PDF (5.7 MB) | EPUB
  • 61 Views
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Article
The Development of Mask R-CNN to Detect Osteosarcoma and Oste-ochondroma in X-ray Radiographs
Guoqing Xia, Tianfei Ran, Huan Wu, Min Wang & Jun Pan
Pages: 1869-1875
Published online: 19 May 2023
AbstractforThe Development of Mask R-CNN to Detect Osteosarcoma and Oste-ochondroma in X-ray Radiographs | Full Text | References | PDF (4.1 MB) | EPUB | Supplemental
  • 57 Views
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Article
Segmentation of cervical nuclei using convolutional neural network for conventional cytology
Júlia Beatriz A. Teixeira, Mariana T. Rezende, Débora N. Diniz, Cláudia M. Carneiro, Eduardo J. da S. Luz, Marcone J. F. Souza, Daniela M. Ushizima, Fátima N. S. de Medeiros & Andrea G. Campos Bianchi
Pages: 1876-1888
Published online: 05 Apr 2023
AbstractforSegmentation of cervical nuclei using convolutional neural network for conventional cytology | Full Text | References | PDF (5.7 MB) | EPUB
  • 126 Views
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Article
Malignant breast lesions detection in histopathological images based on the combination of bioinspired texture descriptors and deep features
Daniel Luz, Tomaz Bisneto, Thiago Lima, Mano Mathew & Flavio Araujo
Pages: 1889-1896
Published online: 06 Apr 2023
AbstractforMalignant breast lesions detection in histopathological images based on the combination of bioinspired texture descriptors and deep features | Full Text | References | PDF (1.8 MB) | EPUB
  • 90 Views
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Article
A PPM-based UNet for Tumour and Kidney Segmentation in CTScans
Marcus Vinicius S. L. Oliveira, Caio E. F. Matos, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, João D. Sousa de Almeida, Gabriel J. S. Costa, Matheus L. L. Bessa & Mario P. Freitas Filho
Pages: 1897-1905
Published online: 10 Apr 2023
AbstractforA PPM-based UNet for Tumour and Kidney Segmentation in CTScans | Full Text | References | PDF (3 MB) | EPUB
  • 147 Views
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Article
Optimal Score Level Fusion for Multi-Modal Biometric System with Optimised Deep Ensemble Technique
M. R. Bharath & K. A. Radhakrishna Rao
Pages: 1906-1920
Published online: 27 Apr 2023
AbstractforOptimal Score Level Fusion for Multi-Modal Biometric System with Optimised Deep Ensemble Technique | Full Text | References | PDF (4.6 MB) | EPUB
  • 94 Views
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Article
Hybrid Adam Sewing Training Optimization Enabled Deep Learning for Brain Tumor Segmentation and Classification using MRI Images
Pravin Shivaji Bidkar, Ram Kumar & Abhijyoti Ghosh
Pages: 1921-1936
Published online: 21 Apr 2023
AbstractforHybrid Adam Sewing Training Optimization Enabled Deep Learning for Brain Tumor Segmentation and Classification using MRI Images | Full Text | References | PDF (8.1 MB) | EPUB
  • 118 Views
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Article
AHO-MLCNN: archerfish hunting optimisation based modified lightweight CNN for diabetic retinopathy detection
V. Desika Vinayaki & R. Kalaiselvi
Pages: 1937-1946
Published online: 27 Jun 2023
AbstractforAHO-MLCNN: archerfish hunting optimisation based modified lightweight CNN for diabetic retinopathy detection | Full Text | References | PDF (4.4 MB) | EPUB
  • 52 Views
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Article
Knee osteoarthritis classification using social wolf swarm-based deep convolutional neural network
Ganesh Kumar M & Agam Das Goswami
Pages: 1947-1959
Published online: 20 Apr 2023
AbstractforKnee osteoarthritis classification using social wolf swarm-based deep convolutional neural network | Full Text | References | PDF (5.4 MB) | EPUB
  • 85 Views
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Article
Fully-convolutional neural networks ensemble for comet segmentation in single cell gel electrophoresis assay images
Daniel Ruz-Suarez, Anabel Martin-Gonzalez, Carlos Brito-Loeza & Victor Uc-Cetina
Pages: 1960-1972
Published online: 20 Apr 2023
AbstractforFully-convolutional neural networks ensemble for comet segmentation in single cell gel electrophoresis assay images | Full Text | References | PDF (8.5 MB) | EPUB
  • 112 Views
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Article
Surgical phase recognition in laparoscopic videos using gated capsule autoencoder model
Praveen SR Konduri & G Siva Nageswara Rao
Pages: 1973-1995
Published online: 26 Apr 2023
AbstractforSurgical phase recognition in laparoscopic videos using gated capsule autoencoder model | Full Text | References | PDF (10.9 MB) | EPUB
  • 182 Views
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Article
Mouse-to-human transfer learning for glomerulus segmentation
Luiz Souza, Jefferson Silva, Paulo Chagas, Angelo Duarte, Washington LC-dos Santos & Luciano Oliveira
Pages: 1996-2005
Published online: 25 Apr 2023
AbstractforMouse-to-human transfer learning for glomerulus segmentation | Full Text | References | PDF (10.1 MB) | EPUB
  • 111 Views
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Article
Semi-automatic 3D reconstruction of middle and inner ear structures using CBCT
Florian Beguet, Thierry Cresson, Mathieu Schmittbuhl, Cédric Doucet, David Camirand, Philippe Harris, Jean-Luc Mari & Jacques de Guise
Pages: 2006-2019
Published online: 15 May 2023
AbstractforSemi-automatic 3D reconstruction of middle and inner ear structures using CBCT | Full Text | References | PDF (5.6 MB) | EPUB
  • 91 Views
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Article
Multi-modal speech emotion detection using optimised deep neural network classifier
Sweta Nishant Padman & Dhiraj Magare
Pages: 2020-2038
Published online: 17 May 2023
AbstractforMulti-modal speech emotion detection using optimised deep neural network classifier | Full Text | References | PDF (16.1 MB) | EPUB
  • 80 Views
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Article
A feature selection using improved dragonfly algorithm with support vector machine for breast cancer prediction
S. Roselin Mary, R. Murali Prasad & R. Suguna
Pages: 2039-2049
Published online: 17 May 2023
AbstractforA feature selection using improved dragonfly algorithm with support vector machine for breast cancer prediction | Full Text | References | PDF (1.4 MB) | EPUB
  • 91 Views
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Article
Optimized Deep Learning-Based Fully Resolution Convolution Neural Network for Breast Tumour Segmentation on Field Programmable Gate Array
Sharada Guptha M N & M N Eshwarappa
Pages: 2050-2069
Published online: 30 May 2023
AbstractforOptimized Deep Learning-Based Fully Resolution Convolution Neural Network for Breast Tumour Segmentation on Field Programmable Gate Array | Full Text | References | PDF (4.3 MB) | EPUB
  • 55 Views
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Article
Medical image fusion based on multi-scale decomposition using hybrid deep learning network model
Syed Munawwar & P. V. Gopi Krishna Rao
Pages: 2070-2080
Published online: 30 May 2023
AbstractforMedical image fusion based on multi-scale decomposition using hybrid deep learning network model | Full Text | References | PDF (6.7 MB) | EPUB
  • 134 Views
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