Abstract: This paper proposes a deep learning-based U-Net model for the automated segmentation of ovarian tumours in ultrasound images, aiming to enhance diagnostic accuracy and support clinical ...
Dry eye disease is a common ocular condition that can significantly impair quality of life, and dysfunction of the meibomian glands is a major contributing factor. Advances in infrared meibography ...
Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Non-Commercial (NC): Only non-commercial uses of the work are permitted. No ...
ABSTRACT: Brain tumor segmentation is a vital step in diagnosis, treatment planning, and prognosis in neuro-oncology. In recent years, deep learning approaches have revolutionized this field, evolving ...
1 School of Computer Science, Sichuan University Jinjiang College, Meishan, China. 2 School of Computer Science and Engineering, Sichuan University of Light Chemical Industry, Zigong, China.
Language modeling plays a foundational role in natural language processing, enabling machines to predict and generate text that resembles human language. These models have evolved significantly, ...
Department of Materials and Mineral Resources Engineering, Taipei University of Technology, Taipei 106344, Taiwan Institute of Mineral Resources Engineering, Taipei University of Technology, Taipei ...
Abstract: Combining low-spatial-resolution hyperspectral image (LrHSI) with high-spatial-resolution multispectral image (HrMSI) serves as an effective strategy for enhancing the spatial fidelity of ...
This project implements an advanced image colorization system that transforms grayscale images into naturally colorized outputs using deep learning. By combining U-Net architecture with Generative ...
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