Search Results - "MARITSCH, MARTIN"

Multimodal In-Vehicle Hypoglycemia Warning for Drivers With Type 1 Diabetes: Design and Evaluation in Simulated and Real-World Driving by Bérubé, Caterina, Maritsch, Martin, Lehmann, Vera Franziska, Kraus, Mathias, Feuerriegel, Stefan, Züger, Thomas, Wortmann, Felix, Stettler, Christoph, Fleisch, Elgar, Kocaballi, A Baki, Kowatsch, Tobias

“…Hypoglycemia threatens cognitive function and driving safety. Previous research investigated in-vehicle voice assistants as hypoglycemia warnings. However,…”
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Effectiveness and User Perception of an In-Vehicle Voice Warning for Hypoglycemia: Development and Feasibility Trial by Bérubé, Caterina, Lehmann, Vera Franziska, Maritsch, Martin, Kraus, Mathias, Feuerriegel, Stefan, Wortmann, Felix, Züger, Thomas, Stettler, Christoph, Fleisch, Elgar, Kocaballi, A Baki, Kowatsch, Tobias

“…Hypoglycemia is a frequent and acute complication in type 1 diabetes mellitus (T1DM) and is associated with a higher risk of car mishaps. Currently,…”
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A Scalable Risk-Scoring System Based on Consumer-Grade Wearables for Inpatients With COVID-19: Statistical Analysis and Model Development by Föll, Simon, Lison, Adrian, Maritsch, Martin, Klingberg, Karsten, Lehmann, Vera, Züger, Thomas, Srivastava, David, Jegerlehner, Sabrina, Feuerriegel, Stefan, Fleisch, Elgar, Exadaktylos, Aristomenis, Wortmann, Felix

“…Background: To provide effective care for inpatients with COVID-19, clinical practitioners need systems that monitor patient health and subsequently allow for…”
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Noninvasive Hypoglycemia Detection in People With Diabetes Using Smartwatch Data by Lehmann, Vera, Föll, Simon, Maritsch, Martin, van Weenen, Eva, Kraus, Mathias, Lagger, Sophie, Odermatt, Katja, Albrecht, Caroline, Fleisch, Elgar, Zueger, Thomas, Wortmann, Felix, Stettler, Christoph

“…To develop a noninvasive hypoglycemia detection approach using smartwatch data. We prospectively collected data from two wrist-worn wearables…”
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FLIRT: A feature generation toolkit for wearable data by Föll, Simon, Maritsch, Martin, Spinola, Federica, Mishra, Varun, Barata, Filipe, Kowatsch, Tobias, Fleisch, Elgar, Wortmann, Felix

“…•Wearable data is increasingly utilized for biomedical research and clinical practice.•Standardized wearable data processing and feature generation is…”
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51-OR: Driving Performance after Intake of Glucose vs. Aspartame in Patients with Postprandial Hypoglycemia following Gastric Bypass Surgery by TRIPYLA, AFRODITI, LEHMANN, VERA, HERZIG, DAVID, MEIER, JASMIN, BANHOLZER, NICOLAS, MARITSCH, MARTIN, FEUERRIEGEL, STEFAN, WORTMANN, FELIX, BALLY, LIA

“…Background: Due to the high rate of asymptomatic patients, the impact of postprandial hypoglycemia after bariatric surgery (PBH) on daily activities such as…”
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Machine learning for non‐invasive sensing of hypoglycaemia while driving in people with diabetes by Lehmann, Vera, Zueger, Thomas, Maritsch, Martin, Kraus, Mathias, Albrecht, Caroline, Bérubé, Caterina, Feuerriegel, Stefan, Wortmann, Felix, Kowatsch, Tobias, Styger, Naïma, Lagger, Sophie, Laimer, Markus, Fleisch, Elgar, Stettler, Christoph

“…Aim To develop and evaluate the concept of a non‐invasive machine learning (ML) approach for detecting hypoglycaemia based exclusively on combined driving…”
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Smartwatches for non‐invasive hypoglycaemia detection during cognitive and psychomotor stress by Maritsch, Martin, Föll, Simon, Lehmann, Vera, Styger, Naïma, Bérubé, Caterina, Kraus, Mathias, Feuerriegel, Stefan, Kowatsch, Tobias, Züger, Thomas, Fleisch, Elgar, Wortmann, Felix, Stettler, Christoph

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5-LB: A Machine Learning–Based Approach to Noninvasively Detect Hypoglycemia from Gaze Behavior While Driving by LEHMANN, VERA, MARITSCH, MARTIN, ZUEGER, THOMAS, MARXER, ANDREAS, BÉRUBÉ, CATERINA, KRAUS, MATHIAS, ALBRECHT, CAROLINE, FEUERRIEGEL, STEFAN, KOWATSCH, TOBIAS, FLEISCH, ELGAR, WORTMANN, FELIX, STETTLER, CHRISTOPH

“…Aim: To non-invasively detect hypoglycemia in individuals with type 1 diabetes (T1D) based on gaze behavior while driving. Methods: Controlled hypoglycemia was…”
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The impact of postbariatric hypoglycaemia on driving performance: A randomized, single‐blind, two‐period, crossover study in a driving simulator by Lehmann, Vera, Tripyla, Afroditi, Herzig, David, Meier, Jasmin, Banholzer, Nicolas, Maritsch, Martin, Zehetner, Jörg, Giachino, Daniel, Nett, Philipp, Feuerriegel, Stefan, Wortmann, Felix, Bally, Lia

“…Postbariatric hypoglycaemia (PBH) is an increasingly recognized complication of bariatric surgery, but its effect on daily functioning remains unclear. In this…”
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Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition by Liu, Shu, Koch, Kevin, Zhou, Zimu, Maritsch, Martin, He, Xiaoxi, Fleisch, Elgar, Wortmann, Felix

“…Driver status monitoring systems are a vital component of smart cars in the future, especially in the era when an increasing amount of time is spent in the…”
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234-OR: Noninvasive Hypoglycemia Detection during Real Car Driving Using In-Vehicle Data by LEHMANN, VERA, ZUEGER, THOMAS, MARITSCH, MARTIN, NOTTER, MICHAEL, SCHALLMOSER, SIMON, BÉRUBÉ, CATERINA, ALBRECHT, CAROLINE, KRAUS, MATHIAS, FEUERRIEGEL, STEFAN, FLEISCH, ELGAR, KOWATSCH, TOBIAS, LAGGER, SOPHIE N., LAIMER, MARKUS, WORTMANN, FELIX, STETTLER, CHRISTOPH

“…Aim: To develop a non-invasive machine learning (ML) approach to detect hypoglycemia during real car driving based on driving (CAN) , and eye and head motion…”
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Cover Image, Volume 23, Issue 9 by Lehmann, Vera, Tripyla, Afroditi, Herzig, David, Meier, Jasmin, Banholzer, Nicolas, Maritsch, Martin, Zehetner, Jörg, Giachino, Daniel, Nett, Philipp, Feuerriegel, Stefan, Wortmann, Felix, Bally, Lia

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Towards Non-Intrusive Camera-Based Heart Rate Variability Estimation in the Car under Naturalistic Condition by Liu, Shu, Koch, Kevin, Zhou, Zimu, Maritsch, Martin, He, Xiaoxi, Fleisch, Elgar, Wortmann, Felix

“…Driver status monitoring systems are a vital component of smart cars in the future, especially in the era when an increasing amount of time is spent in the…”
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Enabling smart maintenance services: Broker-based equipment status data acquisition and backend workflows by Maritsch, Martin, Lesjak, Christian, Aldrian, Andreas

“…Global competition exhibits a strong pressure on organizations to optimize production processes and increase production flexibility. For example, to improve…”
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A Scalable Risk Scoring System for COVID-19 Inpatients Based on Consumer-grade Wearables: Statistical Analysis and Model Development by Föll, Simon, Lison, Adrian, Maritsch, Martin, Klingberg, Karsten, Lehmann, Vera, Züger, Thomas, Srivastava, David, Jegerlehner, Sabrina, Feuerriegel, Stefan, Fleisch, Elgar, Exadaktylos, Aristomenis, Wortmann, Felix

“…To provide effective care for COVID-19 inpatients, clinical practitioners need systems that monitor patient health and subsequently allow for risk scoring…”
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Hardware-secured and transparent multi-stakeholder data exchange for industrial IoT by Lesjak, Christian, Bock, Holger, Hein, Daniel, Maritsch, Martin

“…Authentic and confidential, but at the same time traceable and transparent, data exchange among multiple stakeholders is a key challenge in Industrial Internet…”
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Securing smart maintenance services: Hardware-security and TLS for MQTT by Lesjak, Christian, Hein, Daniel, Hofmann, Michael, Maritsch, Martin, Aldrian, Andreas, Priller, Peter, Ebner, Thomas, Ruprechter, Thomas, Pregartner, Gunther

“…Increasing the efficiency of production and manufacturing processes is a key goal of initiatives like Industry 4.0. Within the context of the European research…”
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Leveraging driver vehicle and environment interaction: Machine learning using driver monitoring cameras to detect drunk driving by Koch, Kevin, Maritsch, Martin, van Weenen, Eva, Feuerriegel, Stefan, Pfäffli, Matthias, Fleisch, Elgar, Weinmann, Wolfgang, Wortmann, Felix

“…In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI 23). Article 322 Excessive alcohol consumption causes disability and…”
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Driver state prediction from vehicle signals: An evaluation of segmentation approaches by Maritsch, Martin, Koch, Kevin, Thomsen, Hauke, Kuhl, Niklas, Pfaffli, Matthias, Weinmann, Wolfgang, Wortmann, Felix

“…Modern vehicles typically are equipped with assistance systems to support drivers in staying vigilant. To assess the driver state, such systems usually split…”
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