PeerJ Author 0 Points Manal Alghamdi PeerJ Author Summary Artificial Intelligence Bioinformatics Computer Vision Neural Networks Past or current institution affiliations Umm Al-Qura University PeerJ Contributions Articles 2 November 7, 2025 Enhancing speech emotion recognition through parallel CNNs with transformer encoder and co-attention Ahlam Hashem, Muhammad Arif, Manal Alghamdi, Mohammed A. Al Ghamdi, Sultan H. Almotiri https://doi.org/10.7717/peerj-cs.3254 May 29, 2024 Recurrent attention U-Net for segmentation and quantification of breast arterial calcifications on synthesized 2D mammograms Manar AlJabri, Manal Alghamdi, Fernando Collado-Mesa, Mohamed Abdel-Mottaleb https://doi.org/10.7717/peerj-cs.2076
