LSTM deep learning model for Alzheimer’s disease prediction based on cost-effective time series cognitive scores

Authors: Saleh, Hager, El-Rashidy, Nora, Abuhmed, Tamer, El-Sappagh, Shaker

Source: 2023 5th Novel Intelligent and Leading Emerging Sciences Conference (NILES) Novel Intelligent and Leading Emerging Sciences Conference (NILES), 2023 5th. :1-6 Oct, 2023

Relation: 2023 5th Novel Intelligent and Leading Emerging Sciences Conference (NILES)

Machine learning model for predicting pancreatic fistula after pancreatoduodenectomy

Authors: Saleh, Hager, El-Rashidy, Nora, Mohamed, Eman, Sultan, Ahmad M, El Nakeeb, Ayman, El-Sappagh, Shaker

Source: 2023 Intelligent Methods, Systems, and Applications (IMSA) Intelligent Methods, Systems, and Applications (IMSA), 2023. :217-221 Jul, 2023

Relation: 2023 Intelligent Methods, Systems, and Applications (IMSA)

Predicting Stroke Disease Based on Recurrent Neural Network and Optimization techniques

Authors: Saleh, Hager, Hussien, Ali Mohamed, Hassan, Moatamad Refaat, Ali, Abdelmgeid A.

Source: 2022 International Conference on Engineering & MIS (ICEMIS) Engineering & MIS (ICEMIS), 2022 International Conference on. :1-5 Jul, 2022

Relation: 2022 International Conference on Engineering & MIS (ICEMIS)

Hybrid CNN-GRU Model for Real-Time Blood Glucose Forecasting: Enhancing IoT-Based Diabetes Management with AI.

Authors: Alkanhel, Reem Ibrahim¹ (AUTHOR), Saleh, Hager^2,3,4 (AUTHOR) hager.saleh.fci@gmail.com, Elaraby, Ahmed⁵ (AUTHOR), Alharbi, Saleh⁶ (AUTHOR) hager.saleh.fci@gmail.com, Elmannai, Hela¹ (AUTHOR), Alaklabi, Saad⁶ (AUTHOR), Alsamhi, Saeed Hamood^3,7,8 (AUTHOR), Mostafa, Sherif² (AUTHOR)

Source: Sensors (14248220). Dec2024, Vol. 24 Issue 23, p7670. 16p.

Subject Terms: *LONG short-term memory, *INSULIN regulation, *REAL-time computing, *CONVOLUTIONAL neural networks, *TYPE 1 diabetes, *BLOOD sugar monitors

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence

Authors: Alabdulhafith, Maali, Saleh, Hager, Elmannai, Hela, Ali, Zainab Hassan, El-Sappagh, Shaker, Hu, Jong-Wan, El-Rashidy, Nora

Source: IEEE access. 11:100604-100621

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100194559566.0x000001&indx=1&recIds=ETOCvdc_100194559566.0x000001

Advancing arabic dialect detection with hybrid stacked transformer models.

Authors: Saleh, Hager, AlMohimeed, Abdulaziz, Hassan, Rasha, Ibrahim, Mandour M., Alsamhi, Saeed Hamood, Hassan, Moatamad Refaat, Mostafa, Sherif

Source: Frontiers in Human Neuroscience; 2025, p1-14, 14p

Subject Terms: CONVOLUTIONAL neural networks, TRANSFORMER models, KNOWLEDGE representation (Information theory), DEEP learning, MACHINE learning, NATURAL language processing

Computer aided progression detection model based on optimized deep LSTM ensemble model and the fusion of multivariate time series data.

Authors: Saleh, Hager¹ (AUTHOR), Amer, Eslam² (AUTHOR), Abuhmed, Tamer³ (AUTHOR) tamer@skku.edu, Ali, Amjad⁴ (AUTHOR), Al-Fuqaha, Ala⁴ (AUTHOR), El-Sappagh, Shaker^3,5,6 (AUTHOR) shaker@skku.edu

Source: Scientific Reports. 11/20/2023, Vol. 13 Issue 1, p1-22. 22p.

Subject Terms: *COMPUTER-aided diagnosis, *CLINICAL decision support systems, *TIME series analysis, *ALZHEIMER'S disease, *EARLY diagnosis, *DEEP learning, *MACHINE learning

Company/Entity: UNIVERSITY of Washington

Alzheimer’s disease progression detection model based on an early fusion of cost-effective multimodal data

Authors: El-Sappagh, Shaker, Saleh, Hager, Sahal, Radhya, Abuhmed, Tamer, Islam, S.M. Riazul, Ali, Farman, Amer, Eslam

Source: In Future Generation Computer Systems February 2021 115:680-699

The hymenopterous parasitoids of the diamondback moth, Plutella xylostella (L.) (Lepidoptera: Plutellidae), on cruciferous vegetables in Delhi, India.

Authors: Saleh, Hager M. M.^1,2 (AUTHOR) hms03@fayoum.edu.eg, Dey, Debjani¹ (AUTHOR), Tomar, Bhoopal Singh³ (AUTHOR)

Source: Egyptian Journal of Biological Pest Control. 9/16/2023, Vol. 33 Issue 1, p1-11. 11p.

Subject Terms: *DIAMONDBACK moth, *PLUTELLIDAE, *BRASSICACEAE, *LEPIDOPTERA, *BIOLOGICAL pest control agents, *VEGETABLE farming, *BROCCOLI, *CABBAGE

Geographic Terms: DELHI (India)

OPCNN-FAKE: Optimized Convolutional Neural Network for Fake News Detection

Authors: Saleh, Hager, Alharbi, Abdullah, Alsamhi, Saeed Hamood

Source: IEEE access. 9:129471-129489

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131346178.0x000001&indx=1&recIds=ETOCvdc_100131346178.0x000001

New records of family Chalcididae (Hymenoptera: Chalcidoidea) on vegetables ecosystem from New Delhi, India.

Authors: Saleh, Hager M. M., Dey, Debjani

Source: Oriental Insects; Dec2024, Vol. 58 Issue 4, p596-623, 28p

Diagnosis of COVID-19 Using Chest X-ray Images and Disease Symptoms Based on Stacking Ensemble Deep Learning.

Authors: AlMohimeed, Abdulaziz¹ (AUTHOR) aialmohimeed@imamu.edu.sa, Saleh, Hager² (AUTHOR) hager.saleh@fcih.svu.edu.eg, El-Rashidy, Nora³ (AUTHOR) noura.alrashidy@ai.kfs.edu.eg, Saad, Redhwan M. A.⁴ (AUTHOR) redhwan@midocean.edu.km, El-Sappagh, Shaker^5,6 (AUTHOR) hager.saleh@fcih.svu.edu.eg, Mostafa, Sherif¹ (AUTHOR) sherif.mostafa@fcih.svu.edu.eg

Source: Diagnostics (2075-4418). Jun2023, Vol. 13 Issue 11, p1968. 23p.

Subject Terms: *SYMPTOMS, *DEEP learning, *X-ray imaging, *COVID-19 testing, *RECURRENT neural networks

Toward Comprehensive Chronic Kidney Disease Prediction Based on Ensemble Deep Learning Models.

Authors: Alsekait, Deema Mohammed¹, Saleh, Hager², hager.saleh@fcih.svu.edu.eg, Gabralla, Lubna Abdelkareim¹, Alnowaiser, Khaled³, hager.saleh@fcih.svu.edu.eg, El-Sappagh, Shaker^4,5, shaker.elsappagh@gu.edu.eg, Sahal, Radhya⁶, El-Rashidy, Nora⁷

Source: Applied Sciences (2076-3417); Mar2023, Vol. 13 Issue 6, p3937, 25p

Swin-GA-RF: genetic algorithm-based Swin Transformer and random forest for enhancing cervical cancer classification.

Authors: Alohali, Manal Abdullah, El-Rashidy, Nora, Alaklabi, Saad, Elmannai, Hela, Alharbi, Saleh, Saleh, Hager

Source: Frontiers in Oncology; 2024, p1-18, 18p

Subject Terms: TRANSFORMER models, IMAGE recognition (Computer vision), COMPUTER vision, CONVOLUTIONAL neural networks, DATA augmentation

ArabBert-LSTM: improving Arabic sentiment analysis based on transformer model and Long Short-Term Memory.

Authors: Alosaimi, Wael, Saleh, Hager, Hamzah, Ali A., El-Rashidy, Nora, Alharb, Abdullah, Elaraby, Ahmed, Mostafa, Sherif

Source: Frontiers in Artificial Intelligence; 2024, p1-17, 17p

ViT-PSO-SVM: Cervical Cancer Predication Based on Integrating Vision Transformer with Particle Swarm Optimization and Support Vector Machine.

Authors: AlMohimeed, Abdulaziz, Shehata, Mohamed, El-Rashidy, Nora, Mostafa, Sherif, Samy Talaat, Amira, Saleh, Hager

Source: Bioengineering (Basel); Jul2024, Vol. 11 Issue 7, p729, 21p

Subject Terms: ARTIFICIAL intelligence, TRANSFORMER models, IMAGE recognition (Computer vision), PARTICLE swarm optimization, CONVOLUTIONAL neural networks

Ensemble Learning Based on Hybrid Deep Learning Model for Heart Disease Early Prediction.

Authors: Almulihi, Ahmed¹ (AUTHOR), Saleh, Hager² (AUTHOR) hager.saleh@fcih.svu.edu.eg, Hussien, Ali Mohamed³ (AUTHOR), Mostafa, Sherif² (AUTHOR), El-Sappagh, Shaker^4,5 (AUTHOR), Alnowaiser, Khaled⁶ (AUTHOR), Ali, Abdelmgeid A.⁷ (AUTHOR), Refaat Hassan, Moatamad³ (AUTHOR)

Source: Diagnostics (2075-4418). Dec2022, Vol. 12 Issue 12, p3215. 17p.

Subject Terms: *DEEP learning, *BLENDED learning, *HEART diseases, *CONVOLUTIONAL neural networks, *FEATURE selection

Enhanced Arabic Sentiment Analysis Using a Novel Stacking Ensemble of Hybrid and Deep Learning Models.

Authors: Saleh, Hager¹, hager.saleh@fcih.svu.edu.eg, Mostafa, Sherif¹, Gabralla, Lubna Abdelkareim², O. Aseeri, Ahmad³, hager.saleh@fcih.svu.edu.eg, El-Sappagh, Shaker^4,5

Source: Applied Sciences (2076-3417); Sep2022, Vol. 12 Issue 18, p8967-8967, 25p

Two-stage deep learning model for Alzheimer's disease detection and prediction of the mild cognitive impairment time.

Authors: El-Sappagh, Shaker^1,2,3 (AUTHOR), Saleh, Hager⁴ (AUTHOR), Ali, Farman⁵ (AUTHOR), Amer, Eslam⁶ (AUTHOR), Abuhmed, Tamer³ (AUTHOR) tamer@skku.edu

Source: Neural Computing & Applications. Sep2022, Vol. 34 Issue 17, p14487-14509. 23p.

Subject Terms: *ALZHEIMER'S disease, *MILD cognitive impairment, *DEEP learning, *SUPPORT vector machines, *K-nearest neighbor classification, *MODAL logic, *HUMAN activity recognition, *CEREBROSPINAL fluid shunts

Heterogeneous Ensemble Deep Learning Model for Enhanced Arabic Sentiment Analysis.

Authors: Saleh, Hager¹ (AUTHOR) hager.saleh@fcih.svu.edu.eg, Mostafa, Sherif¹ (AUTHOR), Alharbi, Abdullah² (AUTHOR) amharbi@tu.edu.sa, El-Sappagh, Shaker^3,4 (AUTHOR) sh.elsappagh@gmail.com, Alkhalifah, Tamim⁵ (AUTHOR) hager.saleh@fcih.svu.edu.eg

Source: Sensors (14248220). May2022, Vol. 22 Issue 10, p3707-3707. 28p.

Subject Terms: *SENTIMENT analysis, *ARTIFICIAL neural networks, *RECURRENT neural networks, *SOCIAL media, *SUPPORT vector machines, *K-nearest neighbor classification, *DEEP learning