Marwa M. Emam

35 papers Journal 35
YearRankTypeTitle / Venue / Authors
2026 J jnl
An efficient explainable deep learning model for multiclass classification of gynecological cancers.
Knowl. Based Syst.
Marwa M. Emam, Doaa S. Ibrahim, Nagwan M. Abdel Samee, Essam H. Houssein
2026 J jnl
An enhanced educational competition optimizer and feedforward neural networks for automatic seizure detection in EEG signals.
Biomed. Signal Process. Control.
Asmaa Hammad, Mosa E. Hosney, Marwa M. Emam, Nagwan M. Abdel Samee, Reem Ibrahim Alkanhel, Essam H. Houssein
2026 J jnl
Fourier transform optimizer: A novel physics-inspired metaheuristic algorithm for optimization problems.
Knowl. Based Syst.
Mohammed R. Saad, Marwa M. Emam, Mosa E. Hosney, Nagwan M. Abdel Samee, Reem Ibrahim Alkanhel, Essam H. Houssein
2026 J jnl
Multilevel thresholding segmentation of medical images using the Crested Porcupine Optimizer with Enhanced Solution Quality and Gaussian distribution: Applications to liver, COVID-19, and brain diseases.
Biomed. Signal Process. Control.
Amina Salhi, Manel Ayadi, F. M. Aldosari, Fahad Algarni, Atef Ismail, Marwa M. Emam
2025 J jnl
A novel dynamic Nelder-based Electric Eel Foraging algorithm for global optimization and pathological colorectal cancer image segmentation.
Comput. Biol. Medicine
Mahmoud Abdel-Salam, Essam H. Houssein, Marwa M. Emam, Nagwan M. Abdel Samee, Mohamed T. Azam
2025 J jnl
An efficient enhanced exponential distribution optimizer: applications in global, engineering, and combinatorial optimization problems.
J. Big Data
Marwa M. Emam, Mohammed R. Saad, Mina Younan, Essam H. Houssein
2025 J jnl
Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm.
Expert Syst. Appl.
Marwa M. Emam, Reham R. Mostafa, Essam H. Houssein
2025 J jnl
EATHOA: Elite-evolved hiking algorithm for global optimization and precise multi-thresholding image segmentation in intracerebral hemorrhage images.
Comput. Biol. Medicine
Mahmoud Abdel-Salam, Essam H. Houssein, Marwa M. Emam, Nagwan M. Abdel Samee, Farhad Soleimanian Gharehchopogh, Nebojsa Bacanin
2025 J jnl
Leveraging explainable artificial intelligence for emotional label prediction through health sensor monitoring.
Clust. Comput.
Essam H. Houssein, Someya Mohsen Zaki, Marwa M. Emam, Nagwan M. Abdel Samee, Reem Ibrahim Alkanhel, Eman M. G. Younis
2025 J jnl
Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems.
J. Big Data
Marwa M. Emam, Mosa E. Hosney, Reham R. Mostafa, Essam H. Houssein
2024 J jnl
An adaptive enhanced human memory algorithm for multi-level image segmentation for pathological lung cancer images.
Comput. Biol. Medicine
Mahmoud Abdel-Salam, Essam H. Houssein, Marwa M. Emam, Nagwan M. Abdel Samee, Mona M. Jamjoom, Gang Hu
2024 J jnl
An arithmetic and geometric mean-based multi-objective moth-flame optimization algorithm.
Clust. Comput.
Saroj Kumar Sahoo, Apu Kumar Saha, Essam H. Houssein, M. Premkumar, Salpa Reang, Marwa M. Emam
2024 J jnl
An efficient improved parrot optimizer for bladder cancer classification.
Comput. Biol. Medicine
Essam H. Houssein, Marwa M. Emam, Waleed Alomoush, Nagwan M. Abdel Samee, Mona M. Jamjoom, Rui Zhong, Krishna Gopal Dhal
2024 J jnl
An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition.
Comput. Biol. Medicine
Essam H. Houssein, Asmaa Hammad, Marwa M. Emam, Abdelmgeid A. Ali
2024 J jnl
An enhanced chameleon swarm algorithm for global optimization and multi-level thresholding medical image segmentation.
Neural Comput. Appl.
Reham R. Mostafa, Essam H. Houssein, Abdelazim G. Hussien, Birmohan Singh, Marwa M. Emam
2024 J jnl
An improved honey badger algorithm for global optimization and multilevel thresholding segmentation: real case with brain tumor images.
Clust. Comput.
Essam H. Houssein, Marwa M. Emam, Narinder Singh, Nagwan M. Abdel Samee, Maali Alabdulhafith, Emre Çelik
2024 J jnl
Breast cancer diagnosis using optimized deep convolutional neural network based on transfer learning technique and improved Coati optimization algorithm.
Expert Syst. Appl.
Marwa M. Emam, Essam H. Houssein, Nagwan M. Abdel Samee, Manal Abdullah Alohali, Mosa E. Hosney
2024 J jnl
Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning.
Comput. Biol. Medicine
Mosa E. Hosney, Essam H. Houssein, Mohammed R. Saad, Nagwan M. Abdel Samee, Mona M. Jamjoom, Marwa M. Emam
2024 J jnl
Multi-objective quasi-reflection learning and weight strategy-based moth flame optimization algorithm.
Neural Comput. Appl.
Saroj Kumar Sahoo, M. Premkumar, Apu Kumar Saha, Essam H. Houssein, Saurabh Wanjari, Marwa M. Emam
2024 J jnl
Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection.
Comput. Biol. Medicine
Marwa M. Emam, Essam H. Houssein, Nagwan M. Abdel Samee, Amal Khalifa Alkhalifa, Mosa E. Hosney
2024 J jnl
Optimizing feedforward neural networks using a modified weighted mean of vectors: Case study chemical datasets.
Swarm Evol. Comput.
Essam H. Houssein, Mosa E. Hosney, Marwa M. Emam, Diego Oliva, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed
2023 J jnl
A modified reptile search algorithm for global optimization and image segmentation: Case study brain MRI images.
Comput. Biol. Medicine
Marwa M. Emam, Essam H. Houssein, Rania M. Ghoniem
2023 J jnl
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification.
Neural Comput. Appl.
Majdi M. Mafarja, Thaer Thaher, Jingwei Too, Hamouda Chantar, Hamza Turabieh, Essam H. Houssein, Marwa M. Emam
2023 J jnl
Boosted sooty tern optimization algorithm for global optimization and feature selection.
Expert Syst. Appl.
Essam H. Houssein, Diego Oliva, Emre Çelik, Marwa M. Emam, Rania M. Ghoniem
2023 J jnl
Cooperative Swarm Intelligence Algorithms for Adaptive Multilevel Thresholding Segmentation of COVID-19 CT-Scan Images.
J. Univers. Comput. Sci.
Muath Naji Sabha, Thaer Thaher, Marwa M. Emam
2023 J jnl
Liver Cancer Algorithm: A novel bio-inspired optimizer.
Comput. Biol. Medicine
Essam H. Houssein, Diego Oliva, Nagwan M. Abdel Samee, Noha F. Mahmoud, Marwa M. Emam
2023 J jnl
Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems.
Neural Comput. Appl.
Marwa M. Emam, Hoda Abd El-Sattar, Essam H. Houssein, Salah Kamel
2023 J jnl
Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm.
Comput. Biol. Medicine
Marwa M. Emam, Nagwan M. Abdel Samee, Mona Jamjoom, Essam H. Houssein
2023 J jnl
Self-adaptive moth flame optimizer combined with crossover operator and Fibonacci search strategy for COVID-19 CT image segmentation.
Expert Syst. Appl.
Saroj Kumar Sahoo, Essam H. Houssein, M. Premkumar, Apu Kumar Saha, Marwa M. Emam
2023 J jnl
Soft computing techniques for biomedical data analysis: open issues and challenges.
Artif. Intell. Rev.
Essam H. Houssein, Mosa E. Hosney, Marwa M. Emam, Eman M. G. Younis, Abdelmgeid A. Ali, Waleed M. Mohamed
2022 J jnl
An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm.
Comput. Biol. Medicine
Essam H. Houssein, Doaa A. Abdelkareem, Marwa M. Emam, Mohamed Abdel Hameed, Mina Younan
2022 J jnl
An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm.
Neural Comput. Appl.
Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali
2021 J jnl
An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm.
Expert Syst. Appl.
Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali
2021 J jnl
Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review.
Expert Syst. Appl.
Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali, Ponnuthurai Nagaratnam Suganthan
2021 J jnl
Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images.
Neural Comput. Appl.
Essam H. Houssein, Marwa M. Emam, Abdelmgeid A. Ali