Search Results - "Thomas, Ilias"

Deep Learning Approach for Assessing Air Quality During COVID-19 Lockdown in Quito by Chau, Phuong N, Zalakeviciute, Rasa, Thomas, Ilias, Rybarczyk, Yves

“…Weather Normalized Models (WNMs) are modeling methods used for assessing air contaminants under a business-as-usual (BAU) assumption. Therefore, WNMs are used…”
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Integrative Analysis of Circulating Metabolite Profiles and Magnetic Resonance Imaging Metrics in Patients with Traumatic Brain Injury by Thomas, Ilias, Dickens, Alex M, Posti, Jussi P, Mohammadian, Mehrbod, Ledig, Christian, Takala, Riikka S K, Hyötyläinen, Tuulia, Tenovuo, Olli, Orešič, Matej

“…Recent evidence suggests that patients with traumatic brain injuries (TBIs) have a distinct circulating metabolic profile. However, it is unclear if this…”
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Serum lipidome associates with neuroimaging features in patients with traumatic brain injury by Thomas, Ilias, Newcombe, Virginia F.J., Dickens, Alex M., Richter, Sophie, Posti, Jussi P., Maas, Andrew I.R., Tenovuo, Olli, Hyötyläinen, Tuulia, Büki, András, Menon, David K., Orešič, Matej

“…Acute traumatic brain injury (TBI) is associated with substantial abnormalities in lipid biology, including changes in the structural lipids that are present…”
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Individualization of levodopa treatment using a microtablet dispenser and ambulatory accelerometry by Johansson, Dongni, Ericsson, Anders, Johansson, Anders, Medvedev, Alexander, Nyholm, Dag, Ohlsson, Fredrik, Senek, Marina, Spira, Jack, Thomas, Ilias, Westin, Jerker, Bergquist, Filip

“…Summary Aim This 4‐week open‐label observational study describes the effect of introducing a microtablet dose dispenser and adjusting doses based on objective…”
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Machine Learning Approaches for Dementia Detection Through Speech and Gait Analysis: A Systematic Literature Review by Al-Hammadi, Mustafa, Fleyeh, Hasan, Åberg, Anna Cristina, Halvorsen, Kjartan, Thomas, Ilias

“…Dementia is a general term for several progressive neurodegenerative disorders including Alzheimer's disease. Timely and accurate detection is crucial for…”
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The effect of continuous levodopa treatment during the afternoon hours by Thomas, Ilias, Memedi, Mevludin, Westin, Jerker, Nyholm, Dag

“…Objective The aim of this retrospective study was to investigate whether patients with Parkinson's disease, who are treated with levodopa‐carbidopa intestinal…”
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Using measurements from wearable sensors for automatic scoring of Parkinson's disease motor states: Results from 7 patients by Ilias, Thomas, Filip, Bergquist, Radu, Constantinescu, Dag, Nyholm, Marina, Senek, Mevludin, Memedi

“…The objective of this study was to investigate the validity of an objective gait measure for assessment of different motor states of advanced Parkinson's…”
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Individual dose-response models for levodopa infusion dose optimization by Thomas, Ilias, Alam, Moudud, Nyholm, Dag, Senek, Marina, Westin, Jerker

“…•A model fitting algorithm for individual pharmocokinetic-pharmacodynamic models of levodopa infusion for Parkinson's disease.•A continuous infusion dose…”
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A Treatment-Response Index From Wearable Sensors for Quantifying Parkinson's Disease Motor States by Thomas, Ilias, Westin, Jerker, Alam, Moudud, Bergquist, Filip, Nyholm, Dag, Senek, Marina, Memedi, Mevludin

“…The goal of this study was to develop an algorithm that automatically quantifies motor states (off, on, dyskinesia) in Parkinson's disease (PD), based on…”
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Serum metabolome associated with severity of acute traumatic brain injury by Thomas, Ilias, Dickens, Alex M., Posti, Jussi P., Czeiter, Endre, Duberg, Daniel, Sinioja, Tim, Kråkström, Matilda, Retel Helmrich, Isabel R. A., Wang, Kevin K. W., Maas, Andrew I. R., Steyerberg, Ewout W., Menon, David K., Tenovuo, Olli, Hyötyläinen, Tuulia, Büki, András, Orešič, Matej

“…Complex metabolic disruption is a crucial aspect of the pathophysiology of traumatic brain injury (TBI). Associations between this and systemic metabolism and…”
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Sensor-based algorithmic dosing suggestions for oral administration of levodopa/carbidopa microtablets for Parkinson’s disease: a first experience by Thomas, Ilias, Alam, Moudud, Bergquist, Filip, Johansson, Dongni, Memedi, Mevludin, Nyholm, Dag, Westin, Jerker

“…Objective Dosing schedules for oral levodopa in advanced stages of Parkinson’s disease (PD) require careful tailoring to fit the needs of each patient. This…”
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A multiple motion sensors index for motor state quantification in Parkinson's disease by Aghanavesi, Somayeh, Westin, Jerker, Bergquist, Filip, Nyholm, Dag, Askmark, Håkan, Aquilonius, Sten Magnus, Constantinescu, Radu, Medvedev, Alexander, Spira, Jack, Ohlsson, Fredrik, Thomas, Ilias, Ericsson, Anders, Buvarp, Dongni Johansson, Memedi, Mevludin

“…•A methodology to quantify motor states of Parkinson's disease patients is presented.•A machine learning model that fuses information from multiple motion…”
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Evaluation of a sensor algorithm for motor state rating in Parkinson's disease by Johansson, Dongni, Thomas, Ilias, Ericsson, Anders, Johansson, Anders, Medvedev, Alexander, Memedi, Mevludin, Nyholm, Dag, Ohlsson, Fredrik, Senek, Marina, Spira, Jack, Westin, Jerker, Bergquist, Filip

“…A treatment response objective index (TRIS) was previously developed based on sensor data from pronation-supination tests. This study aimed to examine the…”
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A comparison of feature selection methods when using motion sensors data: a case study in Parkinson's disease by Javed, Farrukh, Thomas, Ilias, Memedi, Mevludin

“…The objective of this study is to investigate the effects of feature selection methods on the performance of machine learning methods for quantifying motor…”
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