Publications by authors named "Alexander Hammers"

Presurgical evaluation aims to localize the seizure onset zone (SOZ) for a tailored resection. Interictal [F]fluorodeoxyglucose PET is now an established test to lateralize and/or localize the SOZ, particularly if MR imaging is negative or if the noninvasive assessment shows discrepancies. PET can show hypometabolic areas associated with SOZ and the potential altered metabolic brain networks.

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Article Synopsis
  • Pretraining deep convolutional networks using natural images can enhance medical imaging analysis, particularly given the scarcity of annotated medical data.
  • The study compared 18 different pretrained backbone networks for evaluating the quality of PET brain scans, using data from multiple patients and testing against clinical quality metrics.
  • Results indicated that using residual units in backbone architectures improved performance, with many networks achieving a mean-absolute-error below 0.5, highlighting the potential of over-parameterization for automated image quality assessments.
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Background: Some individuals experience prolonged illness after acute coronavirus disease 2019 (COVID-19). We assessed whether pre-infection symptoms affected post-acute COVID illness duration.

Methods: Survival analysis was performed in adults (n=23 452) with community-managed severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection prospectively self-logging data through the ZOE COVID Symptom Study app, at least weekly, from 8 weeks before to 12 weeks after COVID-19 onset, conditioned on presence absence of baseline symptoms (4-8 weeks before COVID-19).

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Epilepsy is one of the most frequent neurological conditions with an estimated prevalence of more than 50 million people worldwide and an annual incidence of two million. Although pharmacotherapy with anti-seizure medication (ASM) is the treatment of choice, ~30% of patients with epilepsy do not respond to ASM and become drug resistant. Focal epilepsy is the most frequent form of epilepsy.

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Background: Brain [F]FDG PET is used clinically mainly in the presurgical evaluation for epilepsy surgery and in the differential diagnosis of neurodegenerative disorders. While scans are usually interpreted visually on an individual basis, comparison against normative cohorts allows statistical assessment of abnormalities and potentially higher sensitivity for detecting abnormalities. Little work has been done on out-of-sample databases (acquired differently to the patient data).

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Background: Booster COVID-19 vaccines have shown efficacy in clinical trials and effectiveness in real-world data against symptomatic and severe illness. However, some people still become infected with SARS-CoV-2 following a third (booster) vaccination. This study describes the characteristics of SARS-CoV-2 illness following a third vaccination and assesses the risk of progression to symptomatic disease in SARS-CoV-2 infected individuals with time since vaccination.

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Article Synopsis
  • Cognitive impairment post-SARS-CoV-2 infection can occur in community-based individuals, with studies previously focusing mainly on hospitalized cases.
  • A cohort study in the UK assessed cognitive performance in participants with and without COVID-19, measuring working memory, attention, and other cognitive skills over two rounds.
  • Findings showed individuals with prior SARS-CoV-2 infections exhibited lower cognitive accuracy, particularly those with prolonged symptoms (≥12 weeks), with deficits comparable to age-related cognitive decline.
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Objective: Normal interictal [ F]FDG-PET can be predicted from the corresponding T1w MRI with Generative Adversarial Networks (GANs). A technique we call SIPCOM (Subtraction Interictal PET Co-registered to MRI) can then be used to compare epilepsy patients' predicted and clinical PET. We assessed the ability of SIPCOM to identify the Resection Zone (RZ) in patients with drug-resistant epilepsy (DRE) with reference to visual and statistical parametric mapping (SPM) analysis.

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  • During the COVID-19 pandemic, self-reported symptom studies helped to understand long-term effects of the virus, particularly the diverse symptoms of post-COVID-19 condition, which require specific categorization for better personalized care.
  • The research involved analyzing data from UK adults who provided health reports via a smartphone app, focusing on individuals who experienced long COVID after initially feeling healthy for 30 days post-infection.
  • The study identified unique symptom profiles based on vaccination status and viral variants, ultimately including over 9,800 participants, with findings significant enough to provide insights for unvaccinated individuals infected with the wild-type and alpha variants and vaccinated individuals with the delta variant.
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The piriform cortex (PC) is located at the junction of the temporal and frontal lobes. It is involved physiologically in olfaction as well as memory and plays an important role in epilepsy. Its study at scale is held back by the absence of automatic segmentation methods on MRI.

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Positron emission tomography (PET) using a fraction of the usual injected dose would reduce the amount of radioligand needed, as well as the radiation dose to patients and staff, but would compromise reconstructed image quality. For performing the same clinical tasks with such images, a clinical (rather than numerical) image quality assessment is essential. This process can be automated with convolutional neural networks (CNNs).

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Introduction: [F]fluorodeoxyglucose ([F]FDG) brain PET is used clinically to detect small areas of decreased uptake associated with epileptogenic lesions, e.g., Focal Cortical Dysplasias (FCD) but its performance is limited due to spatial resolution and low contrast.

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There is a lack of imaging markers revealing the functional characteristics of different brain regions in paediatric dystonia. In this observational study, we assessed the utility of [18F]2-fluoro-2-deoxy-D-glucose (FDG)-PET in understanding dystonia pathophysiology by revealing specific resting awake brain glucose metabolism patterns in different childhood dystonia subgroups. PET scans from 267 children with dystonia being evaluated for possible deep brain stimulation surgery between September 2007 and February 2018 at Evelina London Children's Hospital (ELCH), UK, were examined.

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  • Neurotransmitter receptors play a key role in signal transmission in the brain, but their organization and impact on brain function are not well understood.
  • Researchers created a comprehensive 3D normative atlas of 19 neurotransmitter receptors and transporters in the brains of over 1,200 healthy individuals using advanced imaging techniques.
  • The study revealed how these receptor profiles relate to brain structure, function, and even abnormalities linked with various mental disorders, paving the way for new research into brain organization and disorders.
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Background: Evidence from post-mortem studies and in vivo imaging studies suggests there may be reduced -methyl-d-aspartate receptor (NMDAR) levels in the hippocampus in patients with schizophrenia. Other studies have reported increased glutamate in striatum in schizophrenia patients. It has been hypothesised that NMDAR hypofunction leads to the disinhibition of glutamatergic signalling; however, this has not been tested in vivo.

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The piriform cortex, at the confluence of the temporal and frontal lobes, generates seizures in response to chemical convulsants and electrical stimulation. Resection of more than 50% of the piriform cortex in anterior temporal lobe resection for refractory temporal lobe epilepsy (TLE) was associated with a 16-fold higher chance of seizure freedom. The objectives of the current study were to implement a robust protocol to measure piriform cortex volumes and to quantify the correlation of these volumes with clinical characteristics of TLE.

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  • The Delta variant (B.1.617.2) was the main COVID-19 strain in the UK from May to December 2021, and a study compared its effects to the earlier Alpha variant (B.1.1.7) on symptomatic adults.
  • Researchers assessed symptoms, illness duration, hospitalizations, and transmission rates among 3,581 individuals infected with each variant during their peak periods.
  • Findings indicated that although Delta had higher transmissibility and some symptom differences compared to Alpha, overall, both infections were similar in terms of illness duration, with vaccinations significantly reducing Delta infection risk.
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Background: The SARS-CoV-2 variant of concern, omicron, appears to be less severe than delta. We aim to quantify the differences in symptom prevalence, risk of hospital admission, and symptom duration among the vaccinated population.

Methods: In this prospective longitudinal observational study, we collected data from participants who were self-reporting test results and symptoms in the ZOE COVID app (previously known as the COVID Symptoms Study App).

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  • Symptomatic testing is key in responding to the COVID-19 pandemic, and the study analyzed testing rates in the UK among individuals with qualifying symptoms.
  • The proportion of tested individuals increased from about 20% to 75% between April and December 2020, with lower testing rates observed for those with fewer symptoms or shorter symptom durations.
  • A significant knowledge gap exists regarding symptom identification and testing locations, particularly among older adults and those with less education, leading to about a 25% testing gap that public health messaging could address.
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Objectives: To describe the findings of incidental asymptomatic COVID-19 infection on FDG PET-CT using a case-control design.

Methods: Incidental pulmonary findings suspicious of asymptomatic COVID-19 infection on FDG PET-CT were classified as a (positive RT-PCR test) or case (no/negative RT-PCR test). cases were identified using a 4:1 control:case ratio.

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Article Synopsis
  • - The study investigates post-vaccination symptoms in individuals vaccinated with either the Pfizer-BioNTech or Oxford-AstraZeneca vaccines to identify differences between vaccination side effects and COVID-19 symptoms using data from over a million UK participants.
  • - Researchers found it difficult to distinguish between vaccine-related side effects and early symptoms of COVID-19, with a maximum identification sensitivity of only 0.6 for positive cases, highlighting that many symptomatic individuals did not exhibit classic COVID-19 symptoms like fever or cough.
  • - The results indicate that common post-vaccination symptoms, such as headache and fatigue, overlap significantly with COVID-19 symptoms, complicating the process of diagnosing SARS-CoV-2 in vaccinated individuals.
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