Is attention all you need in medical image analysis? A review

G Papanastasiou, N Dikaios, J Huang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Medical imaging is a key component in clinical diagnosis, treatment planning and clinical
trial design, accounting for almost 90% of all healthcare data. CNNs achieved performance …

A sco** review of artificial intelligence research in rhinology

G Osie, R Darbari Kaul, R Alvarado… - American Journal of …, 2023 - journals.sagepub.com
Background A considerable volume of possible applications of artificial intelligence (AI) in
the field of rhinology exists, and research in the area is rapidly evolving. Objective This …

FastSurfer-HypVINN: Automated sub-segmentation of the hypothalamus and adjacent structures on high-resolutional brain MRI

S Estrada, D Kügler, E Bahrami, P Xu, D Mousa… - Imaging …, 2023 - direct.mit.edu
The hypothalamus plays a crucial role in the regulation of a broad range of physiological,
behavioral, and cognitive functions. However, despite its importance, only a few small-scale …

Hypothalamic volume is associated with age, sex and cognitive function across lifespan: a comparative analysis of two large population-based cohort studies

P Xu, S Estrada, R Etteldorf, D Liu, M Shahid… - …, 2025 - thelancet.com
Background Emerging findings indicate that the hypothalamus, the body's principal
homeostatic centre, plays a crucial role in modulating cognition, but comprehensive …

Versatile MRI acquisition and processing protocol for population-based neuroimaging

A Koch, R Stirnberg, S Estrada, W Zeng, V Lohner… - Nature …, 2024 - nature.com
Neuroimaging has an essential role in studies of brain health and of cerebrovascular and
neurodegenerative diseases, requiring the availability of versatile magnetic resonance …

[HTML][HTML] The potential for clinical application of automatic quantification of olfactory bulb volume in MRI scans using convolutional neural networks

EM Postma, JMH Noothout, WM Boek, A Joshi… - NeuroImage: Clinical, 2023 - Elsevier
The olfactory bulbs (OBs) play a key role in olfactory processing; their volume is important for
diagnosis, prognosis and treatment of patients with olfactory loss. Until now, measurements …

[HTML][HTML] Automatic segmentation of the olfactory bulb

D Desser, F Assunção, X Yan, V Alves, HM Fernandes… - Brain sciences, 2021 - mdpi.com
The olfactory bulb (OB) has an essential role in the human olfactory pathway. A change in
olfactory function is associated with a change of OB volume. It has been shown to predict the …

Reduced olfactory bulb volume accompanies olfactory dysfunction after mild SARS-CoV-2 infection

M Petersen, B Becker, M Schell, C Mayer… - Scientific Reports, 2024 - nature.com
Despite its high prevalence, the determinants of smelling impairment in COVID-19 remain
not fully understood. In this work, we aimed to examine the association between olfactory …

Reduced Olfactory Bulb Volume Accompanies Olfactory Dysfunction After Mild SARS-CoV-2 Infection: The Hamburg City Health Study COVID Program

M Petersen, B Becker, M Schell, C Mayer, FL Nägele… - medRxiv, 2022 - medrxiv.org
Importance Olfactory dysfunction is a frequent sequel of SARS-CoV-2 infection. Despite its
prevalence, the SARS-CoV-2-related pathophysiology of olfactory dysfunction remains not …

[PDF][PDF] Doktor der gesamten Heilkunde (Dr. med. univ.)

PDDL Haider, M Castor - repositorium.meduniwien.ac.at
HINTERGRUND: Während ZNS-Beteiligung in vielen Fallberichten mit Covid-19 als
gesichert gilt, ist die Beteiligung des ZNS in milden und moderaten Covid Verläufen bisher …