AIMC Topic: Magnetic Resonance Imaging
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Poincare guided geometric UNet for left atrial epicardial adipose tissue segmentation in Dixon MRI images.
Scientific reports
Jul 15, 2025
Epicardial Adipose Tissue (EAT) is a recognized risk factor for cardiovascular diseases and plays a pivotal role in the pathophysiology of Atrial Fibrillation (AF). Accurate automatic segmentation of the EAT around the Left Atrium (LA) from Magnetic ...
Characterizing and differentiating brain states through a CS-KBRs framework for highlighting the synergy of common and specific brain regions.
Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society
Jul 14, 2025
In the field of neuroscience, understanding the coordination of different brain regions to drive various brain states is critical for revealing the nature of cognitive processes and their manifestation in brain functions and disorders. Despite the pr...
Predicting the molecular subtypes of 2021 WHO grade 4 glioma by a multiparametric MRI-based machine learning model.
BMC cancer
Jul 14, 2025
BACKGROUND: Accurately distinguishing the different molecular subtypes of 2021 World Health Organization (WHO) grade 4 Central Nervous System (CNS) gliomas is highly relevant for prognostic stratification and personalized treatment.
A hybrid learning approach for MRI-based detection of alzheimer's disease stages using dual CNNs and ensemble classifier.
Scientific reports
Jul 14, 2025
Alzheimer's Disease (AD) and related dementias are significant global health issues characterized by progressive cognitive decline and memory loss. Computer-aided systems can help physicians in the early and accurate detection of AD, enabling timely ...
The association between cerebral small vessel disease and unfavorable hematoma morphology in primary intracerebral hemorrhage.
Annals of medicine
Jul 13, 2025
OBJECTIVE: To study the association between cerebral small vessel diseases (CSVD) and unfavorable hematoma morphology in primary intracerebral hemorrhage (ICH).
Accurate and real-time brain tumour detection and classification using optimized YOLOv5 architecture.
Scientific reports
Jul 12, 2025
The brain tumours originate in the brain or its surrounding structures, such as the pituitary and pineal glands, and can be benign or malignant. While benign tumours may grow into neighbouring tissues, metastatic tumours occur when cancer from other ...
Cost-effectiveness analysis of artificial intelligence (AI) in earlier detection of liver lesions in cirrhotic patients at risk of hepatocellular carcinoma in Italy.
Journal of medical economics
Jul 11, 2025
BACKGROUND: Hepatocellular carcinoma (HCC) is the fifth most common cancer worldwide and the third most common cause of cancer-related death. Cirrhosis is a major contributing factor, accounting for over 90% of HCC cases. With the high mortality rate...
Advancing rare neurological disorder diagnosis: Addressing challenges with systematic reviews and AI-driven MRI meta-trans learning framework for neurodegenerative disorders.
Ageing research reviews
Jul 11, 2025
Neurological Disorders (ND) affect a large portion of the global population, impacting the brain, spinal cord, and nerves. These disorders fall into categories such as NeuroDevelopmental (NDD), NeuroBiological (NBD), and NeuroDegenerative (ND) disord...
Fusion of bio-inspired optimization and machine learning for Alzheimer's biomarker analysis.
Computers in biology and medicine
Jul 11, 2025
Identification of Alzheimer's Disease (AD), especially in its early phases, presents significant challenges due to the nonexistence of reliable biomarkers and effective treatments. Clinical trials for AD medications also suffer from high failure rate...
Rank labels scaffold social cognitive maps in the hippocampal-entorhinal system.
NeuroImage
Jul 10, 2025
How do humans construct mental representations of social hierarchies in the absence of direct interpersonal interactions? In many real-world contexts, humans rely on symbolic rank labels-such as titles or performance ratings-to navigate social hierar...
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