Solving the Revolving Door Problem: Machine Learning for Readmission Risk Assessment

2020 ◽  
pp. 103-109
Author(s):  
Alexander Mitts ◽  
Tiffany D’souza ◽  
Bryan Sadler ◽  
Dominick Battistini ◽  
David Vuong
Keyword(s):  
Machine Learning ◽  
Risk Assessment ◽  
Revolving Door ◽  
Readmission Risk

Exploring machine learning potential for climate change risk assessment

2021 ◽  
pp. 103752
Author(s):  
Federica Zennaro ◽  
Elisa Furlan ◽  
Christian Simeoni ◽  
Silvia Torresan ◽  
Sinem Aslan ◽  
...  
Keyword(s):  
Climate Change ◽  
Machine Learning ◽  
Risk Assessment ◽  
Learning Potential ◽  
Climate Change Risk

scholarly journals Ambient Monitoring of Gait and Machine Learning Models for Dynamic and Short-Term Falls Risk Assessment in People With Dementia

2021 ◽  
Author(s):  
Navid Korhani ◽  
Babak Taati ◽  
Andrea Iaboni ◽  
Andrea Sabo ◽  
Sina Mehdizadeh ◽  
...  
Keyword(s):  
Machine Learning ◽  
Risk Assessment ◽  
Fall Risk ◽  
Learning Models ◽  
Short Term ◽  
Ambient Monitoring ◽  
Clinical Assessments ◽  
People With Dementia ◽  
Time Of Admission ◽  
Machine Learning Models

Data consists of baseline clinical assessments of gait, mobility, and fall risk at the time of admission of 54 adults with dementia. Furthermore, it includes the participants' daily medication intake in three medication categories, and frequent assessments of gait performed via a computer vision-based ambient monitoring system.

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