A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis
A novel hybrid transfer learning approach for brain tumor classification achieves 99.47% accuracy using magnetic resonance imaging (MRI) images. By combining image preprocessing, ensemble deep learning, and explainable artificial intelligence (XAI) techniques like gradient‐weighted class activation mapping and SHapley Additive exPlanations (SHAP), the ...
Sadia Islam Tonni +11 more
wiley +1 more source
Multicenter prospective study of dedicated breast positron emission tomography (dbPET) for breast cancer: examination in preoperative patients. [PDF]
Satou Y +3 more
europepmc +1 more source
Chronological Diagnostic Algorithm Predicting Neuropathology in Parkinsonism
Objective Pre‐mortem diagnosis of parkinsonism is often challenging due to atypical presentations, overlapping syndromes, and co‐pathologies. This study aimed to develop a machine learning‐based algorithm predicting neuropathology in parkinsonism using chronological clinical presentations, which has previously been underexplored.
Daisuke Ono +5 more
wiley +1 more source
Plasma Cell Granuloma Mimicking Plasmacytoma Illustrated by <sup>18</sup>F-Fluorodeoxyglucose Positron Emission Tomography. [PDF]
Imataki O, Ide H, Takeuchi A, Uemura M.
europepmc +1 more source
Objective This study aimed to compare positron emission tomography (PET) and plasma‐based temporal modeling of amyloid and tau biomarkers in Alzheimer's disease. Methods Longitudinal amyloid PET (n = 1,097, mean age ± SD = 72.5 ± 7.38 year, 51.4% male), 18F‐flortaucipir tau‐PET (n = 230, 74.3 ± 7.18 year, 52.2% female), and Fujirebio Lumipulse plasma p‐
Christopher A. Brown +14 more
wiley +1 more source
Characterizing amyloid and tau positron emission tomography-based stages across the clinical continuum. [PDF]
Cody KA +21 more
europepmc +1 more source
Objective Aqueously diffusible oligomers of the amyloid β‐protein (oAβ) are neurotoxic and play a role in neuronal dysfunction in Alzheimer's disease (AD). Accurate quantification of oAβ in brains and biofluids could be valuable for understanding and monitoring AD.
Yi Ran Xu +11 more
wiley +1 more source
Positron Emission Tomography Imaging of Bacterial Infections With an Enterobactin Analog to Monitor Treatment Efficacy With a Catechol Antibiotic. [PDF]
Joaqui-Joaqui MA +6 more
europepmc +1 more source
Functional Segregation of Epileptogenicity within the Human Amygdala
Objective In temporal lobe epilepsy (TLE), the amygdala in the epileptogenic network is underestimated compared to other regions such as the hippocampus. Recent advances in anatomical neuroimaging and stereoelectroencephalography (SEEG) signal analyses could help better understand the involvement of the different amygdala nuclei in the genesis of ...
Odile Feys +14 more
wiley +1 more source
Ultrasound wrist mapping to develop a noninvasive radiation detector for dynamic positron emission tomography. [PDF]
Leclerc MA, Mesko M, Daoud Y, Enger SA.
europepmc +1 more source

