Search Results - "Slama, Amine Ben"
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1
Sparse classification of discriminant nystagmus features using combined video-oculography tests and pupil tracking for common vestibular disorder recognition
Published in Computer methods in biomechanics and biomedical engineering (01-03-2021)“…Vertigo is a common sign related to a problem with the brain or vestibular system. Detection of ocular nystagmus can be a support indicator to distinguish…”
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Journal Article -
2
A computer-aided method based on geometrical texture features for a precocious detection of fetal Hydrocephalus in ultrasound images
Published in Technology and health care (01-01-2020)“…Hydrocephalus is the most common anomaly of the fetal head characterized by an excessive accumulation of fluid in the brain processing. The diagnostic process…”
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Journal Article -
3
BTS-ADCNN: brain tumor segmentation based on rapid anisotropic diffusion function combined with convolutional neural network using MR images
Published in The Journal of supercomputing (2024)“…Brain cancer is a fatal and debilitating condition that has a profoundly negative impact on patients' lives. Therefore, early diagnosis of brain tumors…”
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4
Res-Net-VGG19: Improved tumor segmentation using MR images based on Res-Net architecture and efficient VGG gliomas grading
Published in Applications in engineering science (01-12-2023)“…The determination of area tumor presents the chief challenge in brain tumor therapy and assessment. Without ionizing radiation, the medical Magnetic Resonance…”
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5
Interactive Human Interface for ERP Component Extraction from Gifted Children
Published in Intelligent automation and soft computing (01-01-2022)“…In the last century, scientists started to give importance to gifted children (GC) and to understand their behavior. Since then, research has pursued the…”
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6
Skin Lesion Segmentation Based on Modified U-NET Architecture
Published in 2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) (29-04-2023)“…Skin tumor presents supreme pathologies worldwide. Premature discovery of some diseases is important act to rescue the human life. Through medical inspections,…”
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Conference Proceeding -
7
Improved Clinical Feature Classification of Vestibular Disorder Dysfunction
Published in 2023 International Conference on Control, Automation and Diagnosis (ICCAD) (10-05-2023)“…This study presents an improved process able to attain enhanced classification of vestibular dysfunction in clinical examination to provide quantitative…”
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Conference Proceeding -
8
An Effective Method for Lung Tumor Screening Using CT Dataset
Published in 2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) (29-04-2023)“…Lung tumors are one of the most dangerous forms of cancer. It has a high incidence and mortality rate because it is frequently found at a later stage. Computed…”
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Conference Proceeding -
9
U-Net: A valuable encoder-decoder architecture for liver tumors segmentation in CT images
Published in Journal of X-ray science and technology (01-01-2022)“…This study proposes a new predictive segmentation method for liver tumors detection using computed tomography (CT) liver images. In the medical imaging field,…”
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10
Combined Optical Coherence Tomography and Ultrasound assisted analysis for retinal detachment in morning glory syndrome
Published in 2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) (01-09-2020)“…Optical imaging for biological tissue is of great interest in the biomedical field because of its many qualities. the use of the waves between the visible and…”
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Conference Proceeding -
11
ResNet-SVM: Fusion based glioblastoma tumor segmentation and classification
Published in Journal of X-ray science and technology (01-01-2023)“…Computerized segmentation of brain tumor based on magnetic resonance imaging (MRI) data presents an important challenging act in computer vision. In image…”
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12
A novel automatic diagnostic approach based on nystagmus feature selection and neural network classification
Published in IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society (01-10-2016)“…Diagnosis of vertigo disorders presents many complications in the evaluation and treatment. In clinical practice, videonystagmography (VNG) tests are still an…”
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Conference Proceeding -
13
A new preprocessing parameter estimation based on geodesic active contour model for automatic vestibular neuritis diagnosis
Published in Artificial intelligence in medicine (01-07-2017)“…[Display omitted] •An automated method based on geodesic active contour and PCA-MNN classifier is proposed in order to improve the diagnosis of vestibular…”
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Journal Article -
14
Pupil tracking using active contour model for videonystagmography applications
Published in International Image Processing, Applications and Systems Conference (01-11-2014)“…This paper present a new method to resolve the problem of the estimation of eye position in the analysis of videonystagmography(VNG) sequences, that studies…”
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Conference Proceeding -
15
Supervised classification approach of biometric measures for automatic fetal defect screening in head ultrasound images
Published in Journal of medical engineering & technology (04-07-2019)“…This paper presents an advanced approach for foetal brain abnormalities diagnostic by integrating significant biometric features in the identification process…”
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Journal Article -
16
An efficient Blood pressure estimation algorithm based on machine learning using a mixture of non-contact hand-face PPG signals features
Published in 2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP) (11-07-2024)“…Hypertension, or high blood pressure, occurs when blood forcefully presses against artery walls, increasing heart and health risks. Blood pressure is typically…”
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Conference Proceeding -
17
Analytic Approach for Fetal Head Biometric Measurements Based on Log Gabor Features
Published in Iranian journal of science and technology. Transaction A, Science (01-06-2019)“…This paper presents a new analytical method for fetal biometric measurements. The proposed approach is used to validate doctor’s biometric measurements to…”
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Journal Article -
18
An enhanced approach for vestibular disorder assessment
Published in 2018 IEEE 4th Middle East Conference on Biomedical Engineering (MECBME) (01-03-2018)“…Nystagmus is an abnormal eye movement symptom of vertigo related to a dysfunction in the peripheral vestibular system. The videonystagmography (VNG) is still…”
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Conference Proceeding -
19
Features extraction for medical characterization of nystagmus
Published in 2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) (01-03-2016)“…Vertigo is a false sense of motion; the cause of this symptom is very complex and it needs a complementary exam. In this study, a vestibular diseases analysis…”
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Conference Proceeding -
20
Automated detection of current fetal head in ultrasound sequences
Published in 2016 International Image Processing, Applications and Systems (IPAS) (01-11-2016)“…Accurate diagnostic and prognostic of fetus detects is an important challenge based on fetal head formation to supply much critical information that requires…”
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Conference Proceeding