Search Results - "Schutz, Narayan"
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Sleep characteristics and self-reported sleep quality in the oldest-old: Results from a prospective longitudinal cohort study
Published in Journal of sleep research (19-09-2024)“…Little is known about the correlation between subjective perception and objective measures of sleep quality in particular in the oldest-old. The aim of this…”
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A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements
Published in The Artificial intelligence review (01-12-2019)“…Laboratory tests are a common and relatively cheap way to assess the general health status of patients. Various publications showed the potential of laboratory…”
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3
Search and Match Task: Development of a Taskified Match-3 Puzzle Game to Assess and Practice Visual Search
Published in JMIR serious games (09-05-2019)“…Visual search declines with aging, dementia, and brain injury and is linked to limitations in everyday activities. Recent studies suggest that visual search…”
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4
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…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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Conference Proceeding -
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Contactless Gait Assessment in Home-like Environments
Published in Sensors (Basel, Switzerland) (16-09-2021)“…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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Long-Term Home-Monitoring Sensor Technology in Patients with Parkinson's Disease-Acceptance and Adherence
Published in Sensors (Basel, Switzerland) (26-11-2019)“…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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An Instrumented Apartment to Monitor Human Behavior: A Pilot Case Study in the NeuroTec Loft
Published in Sensors (Basel, Switzerland) (01-02-2022)“…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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Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old
Published in Scientific reports (04-07-2019)“…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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Development and Evaluation of Maze-Like Puzzle Games to Assess Cognitive and Motor Function in Aging and Neurodegenerative Diseases
Published in Frontiers in aging neuroscience (21-04-2020)“…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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10
Accuracy and Calibration of Computational Approaches for Inpatient Mortality Predictive Modeling
Published in PloS one (14-07-2016)“…Electronic Health Record (EHR) data can be a key resource for decision-making support in clinical practice in the "big data" era. The complete database from…”
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Isometric Strength Measures are Superior to the Timed Up and Go Test for Fall Prediction in Older Adults: Results from a Prospective Cohort Study
Published in Clinical interventions in aging (01-01-2020)“…Isometric strength measures and timed up and go (TUG) tests are both recognized as valuable tools for fall prediction in older adults. However, results from…”
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Potential of Ambient Sensor Systems for Early Detection of Health Problems in Older Adults
Published in Frontiers in cardiovascular medicine (15-07-2020)“…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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Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study
Published in JMIR mHealth and uHealth (11-06-2021)“…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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14
Evaluation of Ambient Sensor Systems for the Early Detection of Heart Failure Decompensation in Older Patients Living at Home Alone: Protocol for a Prospective Cohort Study
Published in JMIR research protocols (31-05-2024)“…The results of telemedicine intervention studies in patients with heart failure (HF) to reduce rehospitalization rate and mortality by early detection of HF…”
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A systems approach towards remote health-monitoring in older adults: Introducing a zero-interaction digital exhaust
Published in NPJ digital medicine (16-08-2022)“…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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Evaluation of 1-Year in-Home Monitoring Technology by Home-Dwelling Older Adults, Family Caregivers, and Nurses
Published in Frontiers in public health (02-10-2020)“…Population aging is increasing the needs and costs of healthcare. Both frailty and the chronic diseases affecting older people reduce their ability to live…”
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Wearable Based Calibration of Contactless In-home Motion Sensors for Physical Activity Monitoring in Community-Dwelling Older Adults
Published in Frontiers in digital health (20-01-2021)“…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 of an Open-source and Lightweight Sensor Recording Software System for Conducting Biomedical Research: Technical Report
Published in JMIR formative research (17-02-2023)“…Digital sensing devices have become an increasingly important component of modern biomedical research, as they help provide objective insights into…”
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A Sensor-Driven Visit Detection System in Older Adults' Homes: Towards Digital Late-Life Depression Marker Extraction
Published in IEEE journal of biomedical and health informatics (01-04-2022)“…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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NeuroTec Sitem-Insel Bern: Closing the Last Mile in Neurology
Published in Clinical and translational neuroscience (22-07-2021)“…Neurology is focused on a model where patients receive their care through repeated visits to clinics and doctor’s offices. Diagnostic tests often require…”
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