[HTML][HTML] Quantification of amyloid PET for future clinical use: a state-of-the-art review
Amyloid-β (Aβ) pathology is one of the earliest detectable brain changes in Alzheimer's
disease (AD) pathogenesis. The overall load and spatial distribution of brain Aβ can be …
disease (AD) pathogenesis. The overall load and spatial distribution of brain Aβ can be …
[HTML][HTML] Technical and clinical validation of commercial automated volumetric MRI tools for dementia diagnosis—a systematic review
Developments in neuroradiological MRI analysis offer promise in enhancing objectivity and
consistency in dementia diagnosis through the use of quantitative volumetric reporting tools …
consistency in dementia diagnosis through the use of quantitative volumetric reporting tools …
FDA-approved machine learning algorithms in neuroradiology: a systematic review of the current evidence for approval
AG Yearley, CMW Goedmakers, A Panahi… - Artificial Intelligence in …, 2023 - Elsevier
Over the past decade, machine learning (ML) and artificial intelligence (AI) have become
increasingly prevalent in the medical field. In the United States, the Food and Drug …
increasingly prevalent in the medical field. In the United States, the Food and Drug …
Incorporation of quantitative MRI in a model to predict temporal lobe epilepsy surgery outcome
M Morita-Sherman, M Li, B Joseph… - Brain …, 2021 - academic.oup.com
Quantitative volumetric brain MRI measurement is important in research applications, but
translating it into patient care is challenging. We explore the incorporation of clinical …
translating it into patient care is challenging. We explore the incorporation of clinical …
Interpretable deep learning‐based hippocampal sclerosis classification
Objective To evaluate the performance of a deep learning model for hippocampal sclerosis
classification on the clinical dataset and suggest plausible visual interpretation for the model …
classification on the clinical dataset and suggest plausible visual interpretation for the model …
Trends in clinical validation and usage of US Food and Drug Administration-cleared artificial intelligence algorithms for medical imaging
AIM To examine the current landscape of US Food and Drug Administration (FDA)-approved
artificial intelligence (AI) medical imaging devices and identify trends in clinical validation …
artificial intelligence (AI) medical imaging devices and identify trends in clinical validation …
Imaging aspects of the hippocampus
IS Alves, AMN Coutinho, APF Vieira, BP Rocha… - Radiographics, 2022 - pubs.rsna.org
The hippocampus is one of the most sophisticated structures in the brain, owing to its
complex anatomy, intriguing functions, relationship with other structures, and relevant …
complex anatomy, intriguing functions, relationship with other structures, and relevant …
[HTML][HTML] Diagnostic performance of MRI volumetry in epilepsy patients with hippocampal sclerosis supported through a random forest automatic classification …
JP Princich, PA Donnelly-Kehoe, A Deleglise… - Frontiers in …, 2021 - frontiersin.org
Introduction: Several methods offer free volumetry services for MR data that adequately
quantify volume differences in the hippocampus and its subregions. These methods are …
quantify volume differences in the hippocampus and its subregions. These methods are …
Artificial intelligence in epilepsy—applications and pathways to the clinic
Artificial intelligence (AI) is rapidly transforming health care, and its applications in epilepsy
have increased exponentially over the past decade. Integration of AI into epilepsy …
have increased exponentially over the past decade. Integration of AI into epilepsy …
[HTML][HTML] Epilepsy in Pediatric Patients—Evaluation of Brain Structures' Volume Using VolBrain Software
MM Woźniak, M Zbroja, M Matuszek… - Journal of Clinical …, 2022 - mdpi.com
Epilepsy is one of the most frequent serious brain disorders. Approximately 30,000 of the
150,000 children and adolescents who experience unprovoked seizures are diagnosed with …
150,000 children and adolescents who experience unprovoked seizures are diagnosed with …