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[HTML][HTML] Large language models in healthcare and medical domain: A review
The deployment of large language models (LLMs) within the healthcare sector has sparked
both enthusiasm and apprehension. These models exhibit the remarkable ability to provide …
both enthusiasm and apprehension. These models exhibit the remarkable ability to provide …
[HTML][HTML] Large language models for wearable sensor-based human activity recognition, health monitoring, and behavioral modeling: a survey of early trends, datasets …
E Ferrara - Sensors, 2024 - mdpi.com
The proliferation of wearable technology enables the generation of vast amounts of sensor
data, offering significant opportunities for advancements in health monitoring, activity …
data, offering significant opportunities for advancements in health monitoring, activity …
The first step is the hardest: pitfalls of representing and tokenizing temporal data for large language models
Abstract Objectives Large language models (LLMs) have demonstrated remarkable
generalization and across diverse tasks, leading individuals to increasingly use them as …
generalization and across diverse tasks, leading individuals to increasingly use them as …
[HTML][HTML] Digital Diagnostics: The Potential of Large Language Models in Recognizing Symptoms of Common Illnesses
This study aimed to evaluate the potential of Large Language Models (LLMs) in healthcare
diagnostics, specifically their ability to analyze symptom-based prompts and provide …
diagnostics, specifically their ability to analyze symptom-based prompts and provide …
[HTML][HTML] A Review of Recent Techniques for Human Activity Recognition: Multimodality, Reinforcement Learning, and Language Models
Human Activity Recognition (HAR) is a rapidly evolving field with the potential to
revolutionise how we monitor and understand human behaviour. This survey paper provides …
revolutionise how we monitor and understand human behaviour. This survey paper provides …
An overview of diagnostics and therapeutics using large language models
There is an acute need for solutions to treat stress and trauma–related sequelae, and there
are well‐documented shortages of qualified human professionals. Artificial intelligence (AI) …
are well‐documented shortages of qualified human professionals. Artificial intelligence (AI) …
Language-centered Human Activity Recognition
Human Activity Recognition (HAR) using Inertial Measurement Unit (IMU) sensors is critical
for applications in healthcare, safety, and industrial production. However, variations in …
for applications in healthcare, safety, and industrial production. However, variations in …
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
Large language models (LLMs) have demonstrated significant potential in clinical decision
support. Yet LLMs still suffer from hallucinations and lack fine-grained contextual medical …
support. Yet LLMs still suffer from hallucinations and lack fine-grained contextual medical …
Cascade Large Language Model via In-Context Learning for Depression Detection on Chinese Social Media
T Zheng, Y Guo, R Hong - … on Pattern Recognition and Computer Vision …, 2024 - Springer
Depression is a common mental illness in modern society. However, incorrect and missed
diagnoses of this illness still widely exist, making timely and accurate depression detection …
diagnoses of this illness still widely exist, making timely and accurate depression detection …