Buchumschlag

LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Zolnour, Ali, Azadmaleki, Hossein, Haghbin, Yasaman, Taherinezhad, Fatemeh, Nezhad, Mohamad Javad Momeni, Rashidi, Sina, Khani, Masoud, Taleban, AmirSajjad, Sani, Samin Mahdizadeh, Dadkhah, Maryam, Noble, James M., Bakken, Suzanne, Yaghoobzadeh, Yadollah, Vahabie, Abdol-Hossein, Rouhizadeh, Masoud, Zolnoori, Maryam
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Computation and Language Artificial Intelligence
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies
von: Taherinezhad, Fatemeh, et al.
Veröffentlicht: (2025)

The Voice of Equity: A Systematic Evaluation of Bias Mitigation Techniques for Speech-Based Cognitive Impairment Detection Across Architectures and Demographics
von: Haghbin, Yasaman, et al.
Veröffentlicht: (2026)

National Institute on Aging PREPARE Challenge: Early Detection of Cognitive Impairment Using Speech -- The SpeechCARE Solution
von: Zolnoori, Maryam, et al.
Veröffentlicht: (2025)

An Open-Source Python Framework and Synthetic ECG Image Datasets for Digitization, Lead and Lead Name Detection, and Overlapping Signal Segmentation
von: Rahimi, Masoud, et al.
Veröffentlicht: (2025)

Deep Learning-Based Digitization of Overlapping ECG Images with Open-Source Python Code
von: Karbasi, Reza, et al.
Veröffentlicht: (2025)

Layer-wise Positional Bias in Short-Context Language Modeling
von: Rahimi, Maryam, et al.
Veröffentlicht: (2026)

Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation
von: Sani, Samin Mahdizadeh, et al.
Veröffentlicht: (2024)

Comparative Study of Multilingual Idioms and Similes in Large Language Models
von: Khoshtab, Paria, et al.
Veröffentlicht: (2024)

Explanations of Large Language Models Explain Language Representations in the Brain
von: Rahimi, Maryam, et al.
Veröffentlicht: (2025)

Robustifying Diffusion-Denoised Smoothing Against Covariate Shift
von: Hedayatnia, Ali, et al.
Veröffentlicht: (2025)

Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models
von: Kamahi, Sepehr, et al.
Veröffentlicht: (2024)

GhazalBench: Usage-Grounded Evaluation of LLMs on Persian Ghazals
von: Kalhor, Ghazal, et al.
Veröffentlicht: (2026)

Bio‐Functionalized MXenes: Synthesis and Versatile Applications
von: Hossein Vojoudi, et al.
Veröffentlicht: (2025)

Letter to the editor: Prediction of postoperative abdominal distension in patients undergoing gynecologic laparoscopic surgery: A cross‐sectional study
von: Masoud Sahebari, et al.
Veröffentlicht: (2025)

Developing the questionnaire of general population knowledge, attitudes and practices towards the COVID‐19 outbreak
von: Hossein Namdar Areshtanab, et al.
Veröffentlicht: (2024)

Predicting the Changes in National Parks Due to Urbanization Growth, Applying the CA_Markov Model Approach: Bamou National Park Case Study—Fars Province—Iran
von: Fatemeh Pouryanezhad, et al.
Veröffentlicht: (2025)

Large Language Models for Persian $ \leftrightarrow $ English Idiom Translation
von: Rezaeimanesh, Sara, et al.
Veröffentlicht: (2024)

FFE-Hallu:Hallucinations in Fixed Figurative Expressions:Benchmark of Idioms and Proverbs in the Persian Language
von: Hosseini, Faezeh, et al.
Veröffentlicht: (2026)

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?
von: Sadeghi, Pouya, et al.
Veröffentlicht: (2024)

Solitary Fibrous Tumors of the Submandibular Gland: A Case Report
von: Maryam Garousi, et al.
Veröffentlicht: (2025)

House building techniques for achieving sustainable development goals
von: Abdol Aziz Shahraki, et al.
Veröffentlicht: (2024)

Evaluating the Creativity of LLMs in Persian Literary Text Generation
von: Tourajmehr, Armin, et al.
Veröffentlicht: (2025)

Feature-to-Image Data Augmentation: Improving Model Feature Extraction with Cluster-Guided Synthetic Samples
von: Haghbin, Yasaman, et al.
Veröffentlicht: (2024)

Biochemical profile of Dunaliella isolates from different regions of Iran with a focus on pharmaceutical and nutraceutical potential applications
von: Maryam Araj‐Shirvani, et al.
Veröffentlicht: (2024)

Generalization of Bidirectional Controlled Hybrid Protocol of Quantum Teleportation and Remote State Preparation
von: Valeh, MohammadHossein, et al.
Veröffentlicht: (2025)

Selective Adsorption of Trace Biomolecules by Amino Acid‐Functionalized Ti 3 C 2 T x MXene
von: Hossein Vojoudi, et al.
Veröffentlicht: (2025)

GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction
von: Bagherifard, Mohammadtaha, et al.
Veröffentlicht: (2025)

SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest
von: Vassef, Shayan, et al.
Veröffentlicht: (2025)

A Reinforcement Learning-Based Task Mapping Method to Improve the Reliability of Clustered Manycores
von: Hossein-Khani, Fatemeh, et al.
Veröffentlicht: (2024)

Does synthetic data augmentation improve the performances of machine learning classifiers for identifying health problems in patient–nurse verbal communications in home healthcare settings?
von: Jihye Kim Scroggins, et al.
Veröffentlicht: (2024)

Cosmological Implications of the Extended Uncertainty Principle: Energy Conditions, Stability, and Late Time Acceleration
von: Roushan, Maryam, et al.
Veröffentlicht: (2025)

Physicochemical Properties and Bioactive Compounds of Three Varieties of Melon (Cucumis melo) Seed Oils
von: Maryam Jalili, et al.
Veröffentlicht: (2024)

Improving Direct Persian-English Speech-to-Speech Translation with Discrete Units and Synthetic Parallel Data
von: Rashidi, Sina, et al.
Veröffentlicht: (2025)

A Hybrid Fuzzy Deep Belief Network Extreme Learning Machine Framework With Hyperbolic Secant Activation Function for Robust Semi‐Supervised Sentiment Classification
von: Maryam Mozafari, et al.
Veröffentlicht: (2024)

Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT
von: Abaskohi, Amirhossein, et al.
Veröffentlicht: (2024)

Design and Synthesis of ZIF‐67@DIMIL as Catalyst for CO 2 Fixation Reaction
von: Reza Khalifeh, et al.
Veröffentlicht: (2025)

Ultra‐Efficient 0.1 V cm Lithium Niobate Modulator with >$\gt$ 200 GHz Bandwidth Using a High‐Permittivity Bragg Waveguide
von: Zobeyde Dadkhah, et al.
Veröffentlicht: (2026)

LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit
von: Zhu, Yuxin, et al.
Veröffentlicht: (2026)

Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts
von: Najafi, Amir, et al.
Veröffentlicht: (2024)

A Hybrid Intelligent Framework for Uncertainty-Aware Condition Monitoring of Industrial Systems
von: Ahang, Maryam, et al.
Veröffentlicht: (2026)