AIMC Topic: Tuberous Sclerosis

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Artificial intelligence enhancements in the neurosurgical treatment of tuberous sclerosis.

Neurosurgical review Sep 21, 2024
Humans Artificial Intelligence Neurosurgical Procedures Tuberous Sclerosis
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Deep learning in rare disease. Detection of tubers in tuberous sclerosis complex.

PloS one Apr 29, 2020
OBJECTIVE: To develop and test a deep learning algorithm to automatically detect cortical tubers in magnetic resonance imaging (MRI), to explore the utility of deep learning in rare disorders with limited data, and to generate an open-access deep lea...
Humans Neural Networks, Computer Brain Female Male Deep Learning Adolescent Child Magnetic Resonance Imaging Neuroimaging Tuberous Sclerosis
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Same same but different: A Web-based deep learning application revealed classifying features for the histopathologic distinction of cortical malformations.

Epilepsia Feb 20, 2020
OBJECTIVE: The microscopic review of hematoxylin-eosin-stained images of focal cortical dysplasia type IIb and cortical tuber of tuberous sclerosis complex remains challenging. Both entities are distinct subtypes of human malformations of cortical de...
Humans Neural Networks, Computer Algorithms Reproducibility of Results Diagnosis, Computer-Assisted Deep Learning ROC Curve Area Under Curve Epilepsy Internet Neurons Cerebral Cortex Proof of Concept Study Malformations of Cortical Development, Group I Neuropathology Tuberous Sclerosis
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Utility of word embeddings from large language models in medical diagnosis.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2025
OBJECTIVE: This study evaluates the utility of word embeddings, generated by large language models (LLMs), for medical diagnosis by comparing the semantic proximity of symptoms to their eponymic disease embedding ("eponymic condition") and the mean o...
Humans Natural Language Processing PubMed Semantics Symptom Assessment Large Language Models Tuberous Sclerosis Eponyms
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Predicting Antiseizure Medication Treatment in Children with Rare Tuberous Sclerosis Complex-Related Epilepsy Using Deep Learning.

AJNR. American journal of neuroradiology Dec 1, 2023
BACKGROUND AND PURPOSE: Tuberous sclerosis complex disease is a rare, multisystem genetic disease, but appropriate drug treatment allows many pediatric patients to have positive outcomes. The purpose of this study was to predict the effectiveness of ...
Humans Retrospective Studies Deep Learning Child Epilepsy Anticonvulsants Spasm Tuberous Sclerosis Spasms, Infantile
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