Artificial Intelligence Medical Compendium

Explore the latest research on artificial intelligence and machine learning in medicine.

Showing 3,221 to 3,230 of 168,416 articles

How Does Bilateral Ear Symmetry Affect Deep Ear Features?

arXiv Aug 6, 2025
Ear recognition has gained attention as a reliable biometric technique due to the distinctive characteristics of human ears. With the increasing availability of large-scale datasets, convolutional neural networks (CNNs) have been widely adopted to ... read more 
Computer Vision and Pattern Recognition

Impact of climate change scenario on sea level rise and future coastal flooding in major coastal cities of India.

Scientific reports Aug 6, 2025
This study evaluates the impacts of projected sea level rise (SLR) on coastal flooding across major Indian cities: Mumbai, Kolkata, Chennai, Visakhapatnam, Surat, Kochi, Thiruvananthapuram, and Mangaluru. Machine learning models, including Long Short... read more 

Visual Bias and Interpretability in Deep Learning for Dermatological Image Analysis

arXiv Aug 6, 2025
Accurate skin disease classification is a critical yet challenging task due to high inter-class similarity, intra-class variability, and complex lesion textures. While deep learning-based computer-aided diagnosis (CAD) systems have shown promise in... read more 
Computer Vision and Pattern Recognition

JanusNet: Hierarchical Slice-Block Shuffle and Displacement for Semi-Supervised 3D Multi-Organ Segmentation

arXiv Aug 6, 2025
Limited by the scarcity of training samples and annotations, weakly supervised medical image segmentation often employs data augmentation to increase data diversity, while randomly mixing volumetric blocks has demonstrated strong performance. Howev... read more 
Computer Vision and Pattern Recognition

Deeper Inside Deep ViT

arXiv Aug 6, 2025
There have been attempts to create large-scale structures in vision models similar to LLM, such as ViT-22B. While this research has provided numerous analyses and insights, our understanding of its practical utility remains incomplete. Therefore, w... read more 
Computer Vision and Pattern Recognition

DS$^2$Net: Detail-Semantic Deep Supervision Network for Medical Image Segmentation

arXiv Aug 6, 2025
Deep Supervision Networks exhibit significant efficacy for the medical imaging community. Nevertheless, existing work merely supervises either the coarse-grained semantic features or fine-grained detailed features in isolation, which compromises th... read more 
Computer Vision and Pattern Recognition Artificial Intelligence

Forgetting: A New Mechanism Towards Better Large Language Model Fine-tuning

arXiv Aug 6, 2025
Supervised fine-tuning (SFT) plays a critical role for pretrained large language models (LLMs), notably enhancing their capacity to acquire domain-specific knowledge while preserving or potentially augmenting their general-purpose capabilities. How... read more 
Machine Learning

Identifying ferroptosis-related genes in lung adenocarcinoma using random walk with restart in the PPI network.

Scientific reports Aug 6, 2025
Lung adenocarcinoma (LUAD), the most common non-small cell lung cancer subtype, often presents with subtle early symptoms leading to delayed diagnosis. Ferroptosis, a cell death process associated with iron metabolism dysregulation, has been linked t... read more 
Tumor Microenvironment Ferroptosis Gene Regulatory Networks Gene Expression Profiling Adenocarcinoma of Lung Humans Lung Neoplasms X-Box Binding Protein 1 Protein Interaction Maps Algorithms Gene Expression Regulation, Neoplastic

Network intrusion detection model using wrapper based feature selection and multi head attention transformers.

Scientific reports Aug 6, 2025
Nowadays, many fields, such as healthcare, farming, factories, transportation, cities, and homes are connected via network devices. These systems are configured in open environments and are prone to malicious attacks. It is important to protect these... read more 

Unconditional energy dissipation of Strang splitting for the matrix-valued Allen-Cahn equation

arXiv Aug 6, 2025
The energy dissipation property of the Strang splitting method was first demonstrated for the matrix-valued Allen-Cahn (MAC) equation under restrictive time-step constraints [J. Comput. Phys. 454, 110985, 2022]. In this work, we eliminate this limi... read more 
Numerical Analysis Numerical Analysis 65M12 65M15
Popular Topics
Recent Journals