Publications by authors named "P Eichinger"

Background: Contrast-enhancing (CE) lesions are an important finding on brain magnetic resonance imaging (MRI) in patients with multiple sclerosis (MS) but can be missed easily. Automated solutions for reliable CE lesion detection are emerging; however, independent validation of artificial intelligence (AI) tools in the clinical routine is still rare.

Methods: A three-dimensional convolutional neural network for CE lesion segmentation was trained externally on 1488 datasets of 934 MS patients from 81 scanners using concatenated information from FLAIR and T1-weighted post-contrast imaging.

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Article Synopsis
  • Cortical Multiple Sclerosis (MS) lesions are often missed in standard MRI, but new AI techniques can generate more sensitive imaging options (DIR and PSIR) from routine scans.
  • A study compared lesion detection using AI-generated DIR and PSIR images to traditional MRI-acquired images across multiple centers and found a significant increase in lesions identified in AI-generated DIR images.
  • The findings suggest AI could enhance MS diagnosis and monitoring, with good reliability in interpreting results, although the performance of AI-generated PSIR images was less conclusive.
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Purpose: To evaluate the relationship between intraocular straylight perception and: (i) contrast sensitivity (CS), (ii) halo size, and (iii) hazard recognition distance, in the presence and absence of glare.

Subjects And Methods: Participants were 15 (5 female) ophthalmologically healthy adults, aged 54.6-80.

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Purpose: (i) To assess how well contrast sensitivity (CS) predicts night-time hazard detection distance (a key component of night driving ability), in normally sighted older drivers, relative to a conventional measure of high contrast visual acuity (VA); (ii) To evaluate whether CS can be accurately quantified within a night driving simulator.

Materials And Methods: Participants were 15 (five female) ophthalmologically healthy adults, aged 55-81 years. CS was measured in a driving simulator using Landolt Cs, presented under or driving conditions, and or glare.

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Fingolimod and natalizumab are approved disease-modifying drugs in relapsing-remitting multiple sclerosis (RRMS). The two drugs have different modes of action and may therefore influence different aspects of MS-related tissue damage. In this retrospective cohort study, we longitudinally compared patients treated with fingolimod and patients treated with natalizumab by measures based on structural magnetic resonance imaging (MRI).

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