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11
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Introduction
Skills and Expertise
Current institution
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August 2014 - December 2015
August 2014 - December 2015
Publications
Publications (11)
Early automatic breast cancer detection from mammograms is based on the extraction of lesions, known as microcalcifications (MCs). This paper proposes a new and simple system for microcalcification detection to assist in early breast cancer detection. This work uses the two most recognized public mammogram databases, MIAS and DDSM. We are introduci...
Attention Deficit Hyperactivity Disorder (ADHD) diagnosis is often challenging due to subjective assessments and symptom variability, which can delay accurate detection and treatment. To address these limitations, this study introduces DETEC-ADHD, a web-based application that combines machine learning (ML) techniques with multi-source data to enhan...
Serious games play a significant role in the teaching and learning process by focusing on educational objectives rather than purely on entertainment. By addressing specific educational needs, these games provide targeted learning experiences. The integration of emotion recognition technology into serious games can further enhance teaching and learn...
Autism Spectrum Disorder (ASD) necessitates comprehensive management, addressing complex challenges in social communication, behavioral regulation, and sensory processing, for which wearable technologies offer valuable tools to monitor and support interventions. Therefore, this review explores recent advancements in wearable technology, categorizin...
Emerging technologies enable the acquisition of substantial volumes of data produced through user engagement with Internet-connected learning platforms. Hence, it is feasible to analyze and convert such data into valuable insights to maximize the effectiveness of any instruction, be it for children, adolescents, or adults. Using Learning Analytics...
Background
Attention Deficit Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder diagnosed using DSM-5 (Diagnostic and Statistical Manual of Mental Disorders) criteria. Medications are the primary treatment, leading to the emergence of mobile apps as alternative solutions to support people with ADHD.
Purpose
This review uses t...
Attention Deficit Hyperactivity Disorder (ADHD) is a neuro-developmental disorder common in childhood. In 2017, a report from the WHO (World Health Organization) indicated that the prevalence of ADHD in childhood was a median of 2.2% with a range of 0.1–8.1% and an interquartile range of 0.9–2.9%. The ADHD diagnosis is usually made by psychiatrists...
Microcalcifications are the earliest sign of breast carcinoma. Their typical size is about 1 mm, which is why it is difficult to detect for an expert. Therefore, a tool that eases their vis-ualization becomes relevant. Segmentation gives the candidate areas that could contain microcalcifications. A preprocessing step can improve segmentation perfor...
Diabetes increases the risk of developing any deterioration in the blood vessels that supply the retina, an ailment known as Diabetic Retinopathy (DR). Since this disease is asymptomatic, it can only be diagnosed by an ophthalmologist. However, the growth of the number of ophthalmologists is lower than the growth of the population with diabetes so...
