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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 1828-1848 of 9,821 articles

A Framework for Comparison and Interpretation of Machine Learning Classifiers to Predict Autism on the ABIDE Dataset.

Autism is a neurodevelopmental condition affecting ~1% of the population. Recently, machine learning...

Apr 2025 40095417

Generative AI and the profession of genetic counseling.

The development of artificial intelligence (AI) including generative large language models (LLMs) an...

Apr 2025 40110624

Spatiotemporal Learning of Brain Dynamics from fMRI Using Frequency-Specific Multi-Band Attention for Cognitive and Psychiatric Applications

Understanding how the brain's complex nonlinear dynamics give rise to adaptive cognition and behav...

Mar 2025 http://arxiv.org/abs/2503.23394v1

A multi-locus predictiveness curve and its summary assessment for genetic risk prediction

With the advance of high-throughput genotyping and sequencing technologies, it becomes feasible to...

Mar 2025 http://arxiv.org/abs/2504.00024v1

[Machine learning-aided design of synthetic biological parts and circuits].

Synthetic biology is an emerging interdisciplinary field at the convergence of biology, engineering,...

Mar 2025 40170311

FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation

Federated learning (FL) enables privacy-preserving collaborative model training without direct dat...

Mar 2025 http://arxiv.org/abs/2503.18981v1

Mapping intellectual structure and research hotspots of cancer studies in primary health care: A machine-learning-based analysis.

In the contemporary fight against cancer, primary health care (PHC) services hold a significant and ...

Mar 2025 40128045

Early Prediction of Alzheimer's and Related Dementias: A Machine Learning Approach Utilizing Social Determinants of Health Data

Alzheimer's disease and related dementias (AD/ADRD) represent a growing healthcare crisis affectin...

Mar 2025 http://arxiv.org/abs/2503.16560v1

A Foundation Model for Patient Behavior Monitoring and Suicide Detection

Foundation models (FMs) have achieved remarkable success across various domains, yet their adoptio...

Mar 2025 http://arxiv.org/abs/2503.15221v1

Decision Tree Induction Through LLMs via Semantically-Aware Evolution

Decision trees are a crucial class of models offering robust predictive performance and inherent i...

Mar 2025 http://arxiv.org/abs/2503.14217v1

ASD Classification on Dynamic Brain Connectome using Temporal Random Walk with Transformer-based Dynamic Network Embedding

Autism Spectrum Disorder (ASD) is a complex neurological condition characterized by varied develop...

Mar 2025 http://arxiv.org/abs/2503.12366v1

Learnable Group Transform: Enhancing Genotype-to-Phenotype Prediction for Rice Breeding with Small, Structured Datasets

Genotype-to-Phenotype (G2P) prediction plays a pivotal role in crop breeding, enabling the identif...

Mar 2025 http://arxiv.org/abs/2503.11180v1

Identity Preserving Latent Diffusion for Brain Aging Modeling

Structural and appearance changes in brain imaging over time are crucial indicators of neurodevelo...

Mar 2025 http://arxiv.org/abs/2503.09634v1

Visual Attention Graph

Visual attention plays a critical role when our visual system executes active visual tasks by inte...

Mar 2025 http://arxiv.org/abs/2503.08531v1

The 4D Human Embryonic Brain Atlas: spatiotemporal atlas generation for rapid anatomical changes using first-trimester ultrasound from the Rotterdam Periconceptional Cohort

Early brain development is crucial for lifelong neurodevelopmental health. However, current clinic...

Mar 2025 http://arxiv.org/abs/2503.07177v1

Language modelling techniques for analysing the impact of human genetic variation

Interpreting the effects of variants within the human genome and proteome is essential for analysi...

Mar 2025 http://arxiv.org/abs/2503.10655v1

MUTATE: a human genetic atlas of multiorgan artificial intelligence endophenotypes using genome-wide association summary statistics.

Artificial intelligence (AI) has been increasingly integrated into imaging genetics to provide inter...

Mar 2025 40135505

WheatGP, a genomic prediction method based on CNN and LSTM.

Wheat plays a crucial role in ensuring food security. However, its complex genetic structure and tra...

Mar 2025 40275535

Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges

Children with neurodevelopmental disorders require timely intervention to improve long-term outcom...

Mar 2025 http://arxiv.org/abs/2503.13472v1

The order in speech disorder: a scoping review of state of the art machine learning methods for clinical speech classification

Background:Speech patterns have emerged as potential diagnostic markers for conditions with varyin...

Mar 2025 http://arxiv.org/abs/2503.04802v1

Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography.

Autism Spectrum Disorder (ASD) is a disorder of brain growth with great variability whose clinical p...

Mar 2025 39962835