Search Results - "Gamel, Samah A."

Machine learning in detection and classification of leukemia using C-NMC_Leukemia by Talaat, Fatma M., Gamel, Samah A.

“…A significant issue in the field of illness diagnostics is the early detection and diagnosis of leukemia, that is, the accurate distinction of malignant…”
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Automatic stress detection in car drivers based on non-invasive physiological signals using machine learning techniques by Siam, Ali I., Gamel, Samah A., Talaat, Fatma M.

“…Stress is now thought to be a major cause to a wide range of human health issues. However, many people may ignore their stress feelings and disregard to take…”
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Brain Tumor Detection and Classification Using Deep Learning and Sine-Cosine Fitness Grey Wolf Optimization by ZainEldin, Hanaa, Gamel, Samah A, El-Kenawy, El-Sayed M, Alharbi, Amal H, Khafaga, Doaa Sami, Ibrahim, Abdelhameed, Talaat, Fatma M

“…Diagnosing a brain tumor takes a long time and relies heavily on the radiologist's abilities and experience. The amount of data that must be handled has…”
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A2M-LEUK: attention-augmented algorithm for blood cancer detection in children by Talaat, Fatma M., Gamel, Samah A.

“…Leukemia is a malignancy that affects the blood and bone marrow. Its detection and classification are conventionally done through labor-intensive and…”
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RL based hyper-parameters optimization algorithm (ROA) for convolutional neural network by Talaat, Fatma M., Gamel, Samah A.

“…Many real-world applications necessitate optimization in dynamic situations, where the difficulty is to locate and follow the optima of a time-dependent…”
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Exploring the effects of pandemics on transportation through correlations and deep learning techniques by Gamel, Samah A., Hassan, Esraa, El-Rashidy, Nora, Talaat, Fatma M.

“…The COVID-19 pandemic has had a significant impact on human migration worldwide, affecting transportation patterns in cities. Many cities have issued…”
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SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement by Gamel, Samah A., Talaat, Fatma M.

“…Sleep is an essential physiological process that is crucial for human health and well-being. However, with the rise of technology and increasing work demands,…”
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Predicting the impact of no. of authors on no. of citations of research publications based on neural networks by Talaat, Fatma M., Gamel, Samah A.

“…Any work's citations are regarded as a key characteristic that leads to its appraisal and study. Citations are one of the most important indicators of a…”
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Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making by Shams, Mahmoud Y., Gamel, Samah A., Talaat, Fatma M.

“…Crop Recommendation Systems are invaluable tools for farmers, assisting them in making informed decisions about crop selection to optimize yields. These…”
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Active convolutional neural networks sign language (ActiveCNN-SL) framework: a paradigm shift in deaf-mute communication by ZainEldin, Hanaa, Baghdadi, Nadiah A., Gamel, Samah A., Aljohani, Mansourah, Talaat, Fatma M., Malki, Amer, Badawy, Mahmoud, Elhosseini, Mostafa

“…Real-time speech-to-text and text-to-speech technologies have significantly influenced the accessibility of communication for individuals who are deaf or mute…”
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A fog-based Traffic Light Management Strategy (TLMS) based on fuzzy inference engine by Gamel, Samah A., Saleh, Ahmed I., Ali, Hesham A.

“…Urban mobility is one of the critical challenges in modern cities that should be tackled carefully. The exponential growth of cars number badly impacts the…”
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Utilizing social media and machine learning for personality and emotion recognition using PERS by Talaat, Fatma M., El-Gendy, Eman M., Saafan, Mahmoud M., Gamel, Samah A.

“…Personality reflects how people can behave in different situations and affects their decisions. Analyzing personality is useful in many fields, for example in…”
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Grad-CAM Enabled Breast Cancer Classification with a 3D Inception-ResNet V2: Empowering Radiologists with Explainable Insights by Talaat, Fatma M, Gamel, Samah A, El-Balka, Rana Mohamed, Shehata, Mohamed, ZainEldin, Hanaa

“…Breast cancer (BCa) poses a severe threat to women’s health worldwide as it is the most frequently diagnosed type of cancer and the primary cause of death for…”
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Correction to: Utilizing social media and machine learning for personality and emotion recognition using PERS by Talaat, Fatma M., El-Gendy, Eman M., Saafan, Mahmoud M., Gamel, Samah A.

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Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication by ZainEldin, Hanaa, Gamel, Samah A., Talaat, Fatma M., Aljohani, Mansourah, Baghdadi, Nadiah A., Malki, Amer, Badawy, Mahmoud, Elhosseini, Mostafa A.

“…People who often communicate via sign language are essential to our society and significantly contribute. They struggle with communication mostly because other…”
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A Reliable Routing Protocol for Vehicular Ad hoc Networks by Saleh, Ahmed I., Gamel, Samah A., Abo-Al-Ez, Khaled M.

“…This paper introduces a Reliable Routing Protocol (R2P) for Vehicular Ad-hoc Networks (VANETs), which divides the network into overlapping zones. For each…”
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Advancing Cardiac Image Processing: An Innovative Model Utilizing Canny Edge Detection For Enhanced Diagnostics by Mohamed, Sally, Elboshy, Mohamed B., Khater, Hatem A., Gamel, Samah A.

“…Cardiovascular disease is a leading cause of mortality worldwide, necessitating the development of advanced diagnostic techniques. This research paper…”
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Transforming Ophthalmic Care: The Role of AI in Accurate Eye Disease Classification EDC by Gamel, Samah A., Alansari, Iman S., Saleh, Safa'a S., Khater, Hatem A.

“…This research describes a unique strategy to classifying eye illnesses utilizing a Convolutional Neural Network (CNN) modification. The objective is to develop…”
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Improving the accuracy of diagnostic predictions for power transformers by employing a hybrid approach combining SMOTE and DNN by Gamel, Samah A., Ghoneim, Sherif S.M., Sultan, Yara A.

“…In power transformers, accurate diagnosis prediction plays a crucial role in ensuring the reliability and efficiency of electrical systems. This paper presents…”
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