A Short Review on Supervised Machine Learning and Deep Learning Techniques in Computer Vision

AA Nafea, SA Alameri, RR Majeed… - … Journal of Machine …, 2024 - mesopotamian.press
In last years, computer vision has shown important advances, mainly using the application of
supervised machine learning (ML) and deep learning (DL) techniques. The objective of this …

[PDF][PDF] Enhancing Student's Performance Classification Using Ensemble Modeling

AA Nafea, M Mishlish, AMS Shaban, MM AL-Ani… - Iraqi Journal For …, 2023 - iasj.net
A precise prediction of student performance is an important aspect within educational
institutions to improve results and provide personalized support of students. However, the …

A Deep Learning Algorithm for Lung Cancer Detection Using EfficientNet-B3

AA Nafea, MS Ibrahim, MM Shwaysh… - Wasit Journal of …, 2023 - wjcm.uowasit.edu.iq
Lung carcinoma is one of the main causes of deaths over the whole world, causing a global
burden of morbidity and mortality. Detecting lung tumors at their early stages can help …

Detection of Autism Spectrum Disorder in Children Using Efficient Pre-Processing and Machine Learning Techniques

AD Sallibi, KMA Alheeti - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Early diagnosis of the brain condition known as autism spectrum disorder (ASD) could
significantly reduce the high healthcare costs typically involved with treating ASD. Autism's …

An ensemble model for detection of adverse drug reactions

AA Nafea, MS Ibrahim, AA Mukhlif… - ARO-The Scientific …, 2024 - 88.198.206.215
The detection of adverse drug reactions (ADRs) plays a necessary role in comprehending
the safety and benefit profiles of medicines. Although spontaneous reporting stays the …

A Brief Review on Preprocessing Text in Arabic Language Dataset: Techniques and Challenges

AA Nafea, MS Muayad, RR Majeed… - … Journal of Artificial …, 2024 - mesopotamian.press
Text preprocessing plays an important role in natural language processing (NLP) tasks
containing text classification, sentiment analysis, and machine translation. The …

An Effective Deep Learning Model for Surface-Enhanced Raman Spectroscopy Detection Using Artificial Neural Network

AA Nafea, AK Kareem… - … Journal of Machine …, 2023 - journals.mesopotamian.press
Surface-enhanced Raman spectroscopy (SERS) is a powerful technique for molecular
sensing and has gained significant attention due to its high sensitivity and selectivity. SERS …

Ensemble Model for Prostate Cancer Detection Using MRI Images

OJ Kadhim, AA Nafea, SAS Aliesawi… - … on Developments in …, 2023 - ieeexplore.ieee.org
Prostate cancer is a prevalent form of malignancy impacting a substantial male population
and ranks among the primary contributors to cancer-related fatalities globally. The utilization …

A Review on Adverse Drug Reaction Detection Techniques

AA Nafea, ALM Manar, MM AL-Ani… - ARO-THE SCIENTIFIC …, 2024 - aro.koyauniversity.org
The detection of adverse drug reactions (ADRs) is an important piece of information for
determining a patient's view of a single drug. This study attempts to consider and discuss …

A Brief Review of Big Data in Healthcare: Challenges and Issues, Recent Developments, and Future Directions

AA Nafea, RR Majeed, A Ali, AJ Yas… - … Journal of Internet …, 2024 - mesopotamian.press
Big data is improving the healthcare industry and creating opportunities for improved patient
care, personalized medicine, and advanced research. This brief review article aims to …