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VGG-TSwinformer: Transformer-based deep learning model for early Alzheimer?s disease prediction

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 229 ()

Background and objective: Mild cognitive impairment (MCI) is a transitional state between normal aging and Alzheimer's disease (AD), and accurately pr......

Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 229 ()

Background and Objectives: Age-related macular degeneration (AMD) is a degenerative disorder affect-ing the macula, a key area of the retina for visua......

Luminosity rectified blind Richardson-Lucy deconvolution for single retinal image restoration

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 229 ()

Background and objective: Due to imperfect imaging conditions, retinal images can be degraded by un-even/insufficient illumination, blurriness caused ......

An efficient deep learning framework for P300 evoked related potential detection in EEG signal

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 229 ()

Background: Incorporating the time-frequency localization properties of Gabor transform (GT), the com-plexity understandings of convolutional neural n......

On the nonlinear relationship between wall shear stress topology and multi-directionality in coronary atherosclerosis

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 231 ()

Background and Objective: In this paper we investigate twelve multi-directional/topological wall shear stress (WSS) derived metrics and their relation......

Development of numerical model-based machine learning algorithms for different healing stages of distal radius fracture healing

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 233 ()

Background and objectives: Early therapeutic exercises are vital for the healing of distal radius fractures (DRFs) treated with the volar locking plat......

Lifespan and medical expenditure prognosis for cancer metastasis-a simulation modeling using semi-Markov process

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 234 ()

Background and objective: A key reason of high mortality of cancers is attributed to the metastasized cancer, whereas, the medical expense for the tre......

From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 236 ()

Background: Explainable artificial intelligence (XAI) is a technology that can enhance trust in mental state classifications by providing explanations......

Diagnosis of atrial fibrillation using self-complementary attentional convolutional neural network

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 238 ()

Background and Objective: Automatic recognition of wearable dynamic electrocardiographic (ECG) signals is a difficult problem in biomedical signal pro......

Brain image segmentation of the corpus callosum by combining Bi-Directional Convolutional LSTM and U-Net using multi-slice CT and MRI

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 238 ()

Background and objective: Traditional disease diagnosis is usually performed by experienced physicians, but misdiagnosis or missed diagnosis still exi......

3D reconstruction of human bodies from single-view and multi-view images: A systematic review

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 239 ()

3D reconstruction of human bodies remains an important research issue in computer vision. It is a fundamental resource for many everyday applications,......

FundusQ-Net: A regression quality assessment deep learning algorithm for fundus images quality grading

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 239 ()

Objective: Ophthalmological pathologies such as glaucoma, diabetic retinopathy and age-related macular degeneration are major causes of blindness and ......

Combined mechanistic modeling and machine-learning approaches in systems biology-A systematic literature review

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 240 ()

Background and objective: Mechanistic-based Model simulations (MM) are an effective approach commonly employed, for research and learning purposes, to......

Inflating 2D convolution weights for efficient generation of 3D medical images

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 240 ()

Background and Objective : The generation of three-dimensional (3D) medical images has great application potential since it takes into account the 3D ......

Automatic seizure detection and classification using super-resolution superlet transform and deep neural network -A preprocessing-less method

期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2023; 240 ()

Context: Epilepsy, characterized by recurrent seizures, is a chronic brain disease that affects approximately 50 million. Recurrent seizures character......

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