An efficient multilevel thresholding segmentation method for thermography breast cancer imaging based on improved chimp optimization algorithm. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Expert Syst. Appl., 2021)

Deep and machine learning techniques for medical imaging-based breast cancer: A comprehensive review. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali; Ponnuthurai Nagaratnam Suganthan (Expert Syst. Appl., 2021)

Improved manta ray foraging optimization for multi-level thresholding using COVID-19 CT images. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Neural Comput. Appl., 2021)

An efficient image segmentation method for skin cancer imaging using improved golden jackal optimization algorithm. - Essam H. Houssein; Doaa A. Abdelkareem; Marwa M. Emam; Mohamed Abdel Hameed; Mina Younan (Comput. Biol. Medicine, 2022)

An optimized deep learning architecture for breast cancer diagnosis based on improved marine predators algorithm. - Essam H. Houssein; Marwa M. Emam; Abdelmgeid A. Ali (Neural Comput. Appl., 2022)

A modified reptile search algorithm for global optimization and image segmentation: Case study brain MRI images. - Marwa M. Emam; Essam H. Houssein; Rania M. Ghoniem (Comput. Biol. Medicine, 2023)

Boosted sooty tern optimization algorithm for global optimization and feature selection. - Essam H. Houssein; Diego Oliva; Emre Çelik; Marwa M. Emam; Rania M. Ghoniem (Expert Syst. Appl., 2023)

An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. - Majdi M. Mafarja; Thaer Thaher; Jingwei Too; Hamouda Chantar 001; Hamza Turabieh; Essam H. Houssein; Marwa M. Emam (Neural Comput. Appl., 2023)

Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm. - Marwa M. Emam; Nagwan M. Abdel Samee; Mona Jamjoom; Essam H. Houssein (Comput. Biol. Medicine, 2023)

Cooperative Swarm Intelligence Algorithms for Adaptive Multilevel Thresholding Segmentation of COVID-19 CT-Scan Images. - Muath Naji Sabha; Thaer Thaher; Marwa M. Emam (J. Univers. Comput. Sci., 2023)

Modified orca predation algorithm: developments and perspectives on global optimization and hybrid energy systems. - Marwa M. Emam; Hoda Abd El-Sattar; Essam H. Houssein; Salah Kamel (Neural Comput. Appl., 2023)

Liver Cancer Algorithm: A novel bio-inspired optimizer. - Essam H. Houssein; Diego Oliva; Nagwan M. Abdel Samee; Noha F. Mahmoud; Marwa M. Emam (Comput. Biol. Medicine, 2023)

Self-adaptive moth flame optimizer combined with crossover operator and Fibonacci search strategy for COVID-19 CT image segmentation. - Saroj Kumar Sahoo; Essam H. Houssein; M. Premkumar 001; Apu Kumar Saha; Marwa M. Emam (Expert Syst. Appl., 2023)

Soft computing techniques for biomedical data analysis: open issues and challenges. - Essam H. Houssein; Mosa E. Hosney; Marwa M. Emam; Eman M. G. Younis; Abdelmgeid A. Ali; Waleed M. Mohamed (Artif. Intell. Rev., 2023)

An adaptive enhanced human memory algorithm for multi-level image segmentation for pathological lung cancer images. - Mahmoud Abdel-Salam; Essam H. Houssein; Marwa M. Emam; Nagwan M. Abdel Samee; Mona M. Jamjoom; Gang Hu 002 (Comput. Biol. Medicine, 2024)

Optimizing cancer diagnosis: A hybrid approach of genetic operators and Sinh Cosh Optimizer for tumor identification and feature gene selection. - Marwa M. Emam; Essam H. Houssein; Nagwan M. Abdel Samee; Amal Khalifa Alkhalifa; Mosa E. Hosney (Comput. Biol. Medicine, 2024)

Efficient bladder cancer diagnosis using an improved RIME algorithm with Orthogonal Learning. - Mosa E. Hosney; Essam H. Houssein; Mohammed R. Saad; Nagwan M. Abdel Samee; Mona M. Jamjoom; Marwa M. Emam (Comput. Biol. Medicine, 2024)

An efficient improved parrot optimizer for bladder cancer classification. - Essam H. Houssein; Marwa M. Emam; Waleed Alomoush; Nagwan M. Abdel Samee; Mona M. Jamjoom; Rui Zhong; Krishna Gopal Dhal (Comput. Biol. Medicine, 2024)

An enhanced Coati Optimization Algorithm for global optimization and feature selection in EEG emotion recognition. - Essam H. Houssein; Asmaa Hammad; Marwa M. Emam; Abdelmgeid A. Ali (Comput. Biol. Medicine, 2024)

Breast cancer diagnosis using optimized deep convolutional neural network based on transfer learning technique and improved Coati optimization algorithm. - Marwa M. Emam; Essam H. Houssein; Nagwan M. Abdel Samee; Manal Abdullah Alohali; Mosa E. Hosney (Expert Syst. Appl., 2024)

Multi-objective quasi-reflection learning and weight strategy-based moth flame optimization algorithm. - Saroj Kumar Sahoo; M. Premkumar 001; Apu Kumar Saha; Essam H. Houssein; Saurabh Wanjari; Marwa M. Emam (Neural Comput. Appl., 2024)

Optimizing feedforward neural networks using a modified weighted mean of vectors: Case study chemical datasets. - Essam H. Houssein; Mosa E. Hosney; Marwa M. Emam; Diego Oliva; Eman M. G. Younis; Abdelmgeid A. Ali; Waleed M. Mohamed (Swarm Evol. Comput., 2024)

An enhanced chameleon swarm algorithm for global optimization and multi-level thresholding medical image segmentation. - Reham R. Mostafa; Essam H. Houssein; Abdelazim G. Hussien; Birmohan Singh; Marwa M. Emam (Neural Comput. Appl., 2024)

An arithmetic and geometric mean-based multi-objective moth-flame optimization algorithm. - Saroj Kumar Sahoo; Apu Kumar Saha; Essam H. Houssein; M. Premkumar 001; Salpa Reang; Marwa M. Emam (Clust. Comput., 2024)

An improved honey badger algorithm for global optimization and multilevel thresholding segmentation: real case with brain tumor images. - Essam H. Houssein; Marwa M. Emam; Narinder Singh; Nagwan M. Abdel Samee; Maali Alabdulhafith; Emre Çelik (Clust. Comput., 2024)

EATHOA: Elite-evolved hiking algorithm for global optimization and precise multi-thresholding image segmentation in intracerebral hemorrhage images. - Mahmoud Abdel-Salam; Essam H. Houssein; Marwa M. Emam; Nagwan M. Abdel Samee; Farhad Soleimanian Gharehchopogh; Nebojsa Bacanin (Comput. Biol. Medicine, 2025)

Computer-aided diagnosis system for predicting liver cancer disease using modified Genghis Khan Shark Optimizer algorithm. - Marwa M. Emam; Reham R. Mostafa; Essam H. Houssein (Expert Syst. Appl., 2025)

Leveraging explainable artificial intelligence for emotional label prediction through health sensor monitoring. - Essam H. Houssein; Someya Mohsen Zaki; Marwa M. Emam; Nagwan M. Abdel Samee; Reem Ibrahim Alkanhel; Eman M. G. Younis (Clust. Comput., 2025)

Multi strategy Horned Lizard Optimization Algorithm for complex optimization and advanced feature selection problems. - Marwa M. Emam; Mosa E. Hosney; Reham R. Mostafa; Essam H. Houssein (J. Big Data, 2025)

An efficient enhanced exponential distribution optimizer: applications in global, engineering, and combinatorial optimization problems. - Marwa M. Emam; Mohammed R. Saad; Mina Younan; Essam H. Houssein (J. Big Data, 2025)