Geriatrics

Latest AI and machine learning research in geriatrics for healthcare professionals.

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Subcategories: Alzheimer's Disease Medicare
Showing 4747-4767 of 8,142 articles
Image Retrieval Methods in the Dissimilarity Space

Image retrieval methods rely on metric learning to train backbone feature extraction models that c...

FLIP: Flow-Centric Generative Planning as General-Purpose Manipulation World Model

We aim to develop a model-based planning framework for world models that can be scaled with increa...

A Review of Challenges in Speech-based Conversational AI for Elderly Care

Artificially intelligent systems optimized for speech conversation are appearing at a fast pace. S...

StyleMark: A Robust Watermarking Method for Art Style Images Against Black-Box Arbitrary Style Transfer

Arbitrary Style Transfer (AST) achieves the rendering of real natural images into the painting sty...

Not All Errors Are Equal: Investigation of Speech Recognition Errors in Alzheimer's Disease Detection

Automatic Speech Recognition (ASR) plays an important role in speech-based automatic detection of ...

Leveraging Prompt Learning and Pause Encoding for Alzheimer's Disease Detection

Compared to other clinical screening techniques, speech-and-language-based automated Alzheimer's d...

A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases

Graph neural networks (GNNs) are powerful machine learning models designed to handle irregularly s...

Early Diagnosis of Alzheimer's Diseases and Dementia from MRI Images Using an Ensemble Deep Learning

Alzheimer's Disease (AD) is a progressive neurological disorder that can result in significant cog...

Biological Brain Age Estimation using Sex-Aware Adversarial Variational Autoencoder with Multimodal Neuroimages

Brain aging involves structural and functional changes and therefore serves as a key biomarker for...

Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces

Unsupervised anomaly detection in brain imaging is challenging. In this paper, we propose self-sup...

Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning

Osteoporosis is a widespread and chronic metabolic bone disease that often remains undiagnosed and...

SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot

Surgical interventions, particularly in neurology, represent complex and high-stakes scenarios tha...

Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes

The increasing shortage of nursing staff and the acute risk of falls in nursing homes pose signifi...

Enhancing novel isoform discovery: leveraging nanopore long-read sequencing and machine learning approaches.

Long-read sequencing technologies can capture entire RNA transcripts in a single sequencing read, re...

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HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery

We introduce a novel method for human shape and pose recovery that can fully leverage multiple sta...

The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation

This paper introduces the counter-intuitive generalization results of overfitting pre-trained larg...

LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents

We present the first loss agent, dubbed LossAgent, for low-level image processing tasks, e.g., ima...

End to End Collaborative Synthetic Data Generation

The success of AI is based on the availability of data to train models. While in some cases a sing...

Real-Time AIoT for UAV Antenna Interference Detection via Edge-Cloud Collaboration

In the fifth-generation (5G) era, eliminating communication interference sources is crucial for ma...

Temporally Consistent Dynamic Scene Graphs: An End-to-End Approach for Action Tracklet Generation

Understanding video content is pivotal for advancing real-world applications like activity recogni...

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