Search Results - "Botros, Angela"

Eigenbehaviour as an Indicator of Cognitive Abilities by Botros, Angela A, Schuetz, Narayan, Röcke, Christina, Weibel, Robert, Martin, Mike, Müri, René M, Nef, Tobias

“…With growing use of machine learning algorithms and big data in health applications, digital measures, such as digital biomarkers, have become highly relevant…”
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Contactless Gait Assessment in Home-like Environments by Botros, Angela, Gyger, Nathan, Schütz, Narayan, Single, Michael, Nef, Tobias, Gerber, Stephan M.

“…Gait analysis is an important part of assessments for a variety of health conditions, specifically neurodegenerative diseases. Currently, most methods for gait…”
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An Instrumented Apartment to Monitor Human Behavior: A Pilot Case Study in the NeuroTec Loft by Gerber, Stephan M, Single, Michael, Knobel, Samuel E J, Schütz, Narayan, Bruhin, Lena C, Botros, Angela, Naef, Aileen C, Schindler, Kaspar A, Nef, Tobias

“…For patients suffering from neurodegenerative disorders, the behavior and activities of daily living are an indicator of a change in health status, and…”
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Potential of Ambient Sensor Systems for Early Detection of Health Problems in Older Adults by Saner, Hugo, Schütz, Narayan, Botros, Angela, Urwyler, Prabitha, Buluschek, Philipp, du Pasquier, Guillaume, Nef, Tobias

“…Background: Home monitoring sensor systems are increasingly used to monitor seniors in their apartments for detection of emergency situations. The aim of this…”
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A systems approach towards remote health-monitoring in older adults: Introducing a zero-interaction digital exhaust by Schütz, Narayan, Knobel, Samuel E. J., Botros, Angela, Single, Michael, Pais, Bruno, Santschi, Valérie, Gatica-Perez, Daniel, Buluschek, Philipp, Urwyler, Prabitha, Gerber, Stephan M., Müri, René M., Mosimann, Urs P., Saner, Hugo, Nef, Tobias

“…Using connected sensing devices to remotely monitor health is a promising way to help transition healthcare from a rather reactive to a more precision medicine…”
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Wearable Based Calibration of Contactless In-home Motion Sensors for Physical Activity Monitoring in Community-Dwelling Older Adults by Schütz, Narayan, Saner, Hugo, Botros, Angela, Buluschek, Philipp, Urwyler, Prabitha, Müri, René M., Nef, Tobias

“…Passive infrared motion sensors are commonly used in telemonitoring applications to monitor older community-dwelling adults at risk. One possible use case is…”
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Development and Evaluation of Maze-Like Puzzle Games to Assess Cognitive and Motor Function in Aging and Neurodegenerative Diseases by Nef, Tobias, Chesham, Alvin, Schütz, Narayan, Botros, Angela Amira, Vanbellingen, Tim, Burgunder, Jean-Marc, Müllner, Julia, Martin Müri, René, Urwyler, Prabitha

“…There is currently a need for engaging, user-friendly, and repeatable tasks for assessment of cognitive and motor function in aging and neurodegenerative…”
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A Simple Two-Dimensional Location Embedding for Passive Infrared Motion-Sensing based Home Monitoring Applications by Botros, Angela A., Schutz, Narayan, Saner, Hugo, Buluschek, Philipp, Nef, Tobias

“…Pervasive computing based home-monitoring has attracted increasing interest over the past years, especially regarding applications in the growing population of…”
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Real-World Consumer-Grade Sensor Signal Alignment Procedure Applied to High-Noise ECG to BCG Signal Synchronization by Schutz, Narayan, Botros, Angela A., Knobel, Samuel E. J., Saner, Hugo, Buluschek, Philipp, Nef, Tobias

“…In recent years, consumer-grade sensors that measure health relevant physiological signals have become widely available and are increasingly used by consumers…”
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Long-Term Home-Monitoring Sensor Technology in Patients with Parkinson's Disease-Acceptance and Adherence by Botros, Angela, Schütz, Narayan, Camenzind, Martin, Urwyler, Prabitha, Bolliger, Daniel, Vanbellingen, Tim, Kistler, Rolf, Bohlhalter, Stephan, Müri, Rene M, Mosimann, Urs P, Nef, Tobias

“…Parkinson's disease (PD) is characterized by a highly individual disease-profile as well as fluctuating symptoms. Consequently, 24-h home monitoring in a…”
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Action Observation Training to Improve Upper Limb Function in Infants with Unilateral Brain Lesion - a Feasibility Study by von Gunten, Miriam, Botros, Angela, Tobler-Ammann, Bernadette, Nef, Tobias, Grunt, Sebastian

“…In this study, the feasibility of Action Observation Training (AOT) in combination with sensor-based measurements in infants at high risk of Unilateral Spastic…”
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Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old by Schütz, Narayan, Saner, Hugo, Rudin, Beatrice, Botros, Angela, Pais, Bruno, Santschi, Valérie, Buluschek, Philipp, Gatica-Perez, Daniel, Urwyler, Prabitha, Marchal-Crespo, Laura, Müri, René M., Nef, Tobias

“…In older adults, physical activity is crucial for healthy aging and associated with numerous health indicators and outcomes. Regular assessments of physical…”
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A Sensor-Driven Visit Detection System in Older Adults' Homes: Towards Digital Late-Life Depression Marker Extraction by Schutz, Narayan, Botros, Angela, Hassen, Sami Ben, Saner, Hugo, Buluschek, Philipp, Urwyler, Prabitha, Pais, Bruno, Santschi, Valerie, Gatica-Perez, Daniel, Muri, Rene M., Nef, Tobias

“…Modern sensor technology is increasingly used in older adults to not only provide additional safety but also to monitor health status, often by means of sensor…”
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Evaluation of a new mobile virtual reality setup to alter pain perception: A pilot study in healthy subjects (Preprint) by Knobel, Samuel E.J., Oberson, Raphael, Räber, Jonas, Schütz, Narayan, Egloff, Niklaus, Botros, Angela, Gerber, Stephan, Nef, Tobias, Heydrich, Lukas

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Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study by Schütz, Narayan, Saner, Hugo, Botros, Angela, Pais, Bruno, Santschi, Valérie, Buluschek, Philipp, Gatica-Perez, Daniel, Urwyler, Prabitha, Müri, René M, Nef, Tobias

“…Background: Population aging is posing multiple social and economic challenges to society. One such challenge is the social and economic burden related to…”
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Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks by Alberti, Michele, Botros, Angela, Schutz, Narayan, Ingold, Rolf, Liwicki, Marcus, Seuret, Mathias

“…In this work, we introduce a new architectural component to Neural Network (NN), i.e., trainable and spectrally initializable matrix transformations on feature…”
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Eigenbehaviour as an Indicator of Cognitive Abilities by Botros, Angela, Schütz, Narayan, Röcke, Christina, Weibel, Robert, Martin, Mike, Müri, René, Nef, Tobias

“…With growing usage of machine learning algorithms and big data in health applications, digital biomarkers have become an important key feature to ensure the…”
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Deep Canonical Correlation Alignment for Sensor Signals by Schütz, Narayan, Botros, Angela, Single, Michael, Naef, Aileen C, Buluschek, Philipp, Nef, Tobias

“…Sensor technologies are becoming increasingly prevalent in the biomedical field, with applications ranging from telemonitoring of people at risk, to using…”
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Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks by Alberti, Michele, Botros, Angela, Schuez, Narayan, Ingold, Rolf, Liwicki, Marcus, Seuret, Mathias

“…In this work, we investigate the application of trainable and spectrally initializable matrix transformations on the feature maps produced by convolution…”
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