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Deep learning

Mask - Region-based Convolutional Neural Networks (R-CNN) with Radiomics Integration and Gray Level Co-occurrence Matrix (GLCM) for brain tumor detection and segmentation

Prathima Devadas, Gandhi Mathivanan

Development of an automatic segmentation system for anterolateral thigh flap perforators in maxillofacial reconstruction

Jisu Oh, Sungwon Ham, [ ... ], Jee-Ho Lee

Enhanced medical image segmentation using optimized bidirectional LSTM and dolphin partner optimizer

Afnan M. Alhassan, Nouf I. Altmami

Investigating the predictive power of seismic statistical features using ensemble learning

Wei Quan, Denise Gorse

Open-source framework for detecting bias and overfitting for large pathology images

Anders Sildnes, Nikita Shvetsov, [ ... ], Lars Ailo Bongo

AdaptiveInvolutionNet: Spatially-adaptive involution with channel-wise attention for breast MRI tumor classification

Saeed Alqahtani, Khaled Alqahtani, Faisal Alshomrani, Khaled AlQahtani

Contrastive learning-driven spatiotemporal dynamically adaptive framework for stylized 3D human motion generation

Zhiqiang Song, Ruyan Zhang, Shuangjun Li, Chao Liu

Design and development of a convolutional neural network based on human cognitive attention mechanism for automatic classification of leukemia

Mohammad Zolfaghari, Mohammad Saniee Abadeh, Hedieh Sajedi

An ultrasound-based artificial intelligence framework for difficult airway prediction: A two-model, three-step decision framework

Chunmeng Fu, Cunyuan Luan, [ ... ], Zejun Niu

Anomaly detection of cybersecurity behavior using cross-sequence aligned transformer—A dynamic recognition approach for high-frequency interaction patterns

Songming Han, Dongmei Bin, Ying Ling, Cong Lin

Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia

Chanseo Lee, Jaihyoung Lee, Kimon-Aristotelis Vogt, Muhammad Munshi

Image-based machine learning models for customized soil moisture management

Yooan Kim, Taehyeong Kim, [ ... ], Kyo Suh

A multi-class framework for fish species classification using deep learning technique

Zain Farooq, Muhammad Ramzan, [ ... ], Anam Naz

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