scholarly journals Deep Learning-Based Functional Independence Measure Score Prediction After Stroke in Kaifukuki (Convalescent) Rehabilitation Ward Annexed to Acute Care Hospital

Cureus ◽  
2021 ◽  
Author(s):  
Masahito Katsuki ◽  
Norio Narita ◽  
Dan Ozaki ◽  
Yoshimichi Sato ◽  
Wenting Jia ◽  
...  
2019 ◽  
Vol 3 (Supplement_1) ◽  
pp. S446-S446
Author(s):  
Sheila L Molony ◽  
Christine Waszynski

Abstract Introduction: Delirium occurs in up to 50% of hospitalized patients and the risk is higher in persons with dementia. Multi-sensory stimulation environments (MSSE), including trademarked “Snoezelen” rooms, have been effective in achieving positive outcomes in persons with dementia, but there have been no studies in the acute-care setting. Purpose: This pilot study tested the effect of a therapeutic Multi-sensory Stimulation Environment known as “the Hub” in an acute-care hospital. Methods: A sample of 56 patients were randomized to receive usual care or the Therapeutic Hub intervention during hospital days 2-4. Hub activities were multi-sensory and tailored based on preferences and abilities. We will describe techniques to address methodological challenges in the study with acutely ill, cognitively vulnerable participants. We will also present qualitative data describing the experience of participants receiving the Hub intervention, and will present preliminary findings regarding between group-differences in function (Functional Independence Measure), mobility, falls, wellbeing (Warwick-Edinburgh Mental Wellbeing Scale)– and person-environment relationship conceptualized as situational at-homeness (S-EOH). Conclusion: The results of this study will inform future trials on the effects of unique therapeutic environments for hospitalized persons at highest risk for delirium.


2016 ◽  
Vol 40 (1) ◽  
pp. 114 ◽  
Author(s):  
Nalinda Andraweera ◽  
Richard Seemann

Objective Unplanned re-admission to acute care hospitals during in-patient rehabilitation causes disruption to the rehabilitation program and increases the cost of health care. The aims of the present study were to identify the frequency, reasons and duration of disruption to rehabilitation because of acute re-admissions during the first 3 months of in-patient rehabilitation for traumatic brain injury (TBI) and to investigate the correlation between the duration of acute rehospitalisation and the discharge functional independence measure (FIM) score. Methods A retrospective study was conducted on patients admitted for in-patient rehabilitation following TBI to a rehabilitation hospital in Auckland, New Zealand, between January 2009 and August 2013. Data on duration and reasons for acute rehospitalisation, as well as admission and discharge FIM scores, were obtained from electronic patient records. Pearson correlation was used to evaluate the relationship between the duration of acute rehospitalisation and the discharge FIM score. Results Of the 628 patients admitted for brain injury rehabilitation, 71 (11.3%) required acute rehospitalisation within the first 3 months. The main reasons for acute rehospitalisation were preventable medical causes (43.8%), including urinary tract infections, respiratory tract infections and coronary artery disease. Of the acute re-admissions, 76.6% were within the first month of admission to the rehabilitation centre and 46.6% needed in-patient treatment in the acute care hospital for >5 days. There was a moderately strong negative correlation between the duration of stay in the acute care hospital and the discharge FIM score (r = – 0.412; P = 0.0005). Conclusion A significant number of patients admitted for in-patient rehabilitation following TBI require acute rehospitalisation due to preventable medical causes. Because the duration of acute rehospitalisation has a negative impact on rehabilitation functional gain, preventive measures and surveillance need to be further investigated and optimised. What is known about the topic? The incidence of acute rehospitalisation of patients in the community following brain injury rehabilitation is 20%–25%, with approximately half the re-admissions being for elective reasons, including orthopaedic and reconstructive surgery. What does this paper add? Unplanned acute rehospitalisation during first 3 months of in-patient rehabilitation following TBI is due to preventable causes and results in lower FIM scores on discharge. What are the implications for practitioners? An uninterrupted rehabilitation programme is vital for achieving functional outcomes.


2012 ◽  
Vol 92 (4) ◽  
pp. 595-604 ◽  
Author(s):  
Beth Anne Fisher ◽  
Margaret Schenkman

Abstract Background and Purpose People with severe, long-standing anorexia nervosa (AN) often develop physical manifestations of medical starvation. Functional deficits are not well described, and little information is available to guide physical intervention. This case report describes the physical therapy clinical decision-making process and intervention provided to a patient with severe AN. Case Description The patient was a 48-year-old woman admitted to an acute care hospital with medical complications associated with AN and requiring medical stabilization. On admission, she was unable to complete basic functional activities (eg, bed mobility, transfers, ambulation). She was considered at risk for falls, with a score of 17 on the Performance-Oriented Motor Assessment (POMA) and a score of 19.27 seconds on the Timed “Up & Go” Test (TUG). Physical therapist examination and intervention focused on functional testing and training, strengthening, and postural stability training for return to independence. Outcomes In 9 weeks, the patient returned to independence in basic activities of daily living, as measured by 3 items from the motor domain (bed mobility, transfers, and ambulation) of the Functional Independence Measure, with improvements from 1 (“total assistance”) to 6 (“modified independence”) on each item. Postural stability improved to “low risk” for falls (POMA score of 24). Her TUG score improved to 11.00 seconds. Walking speed improved from 0.35 to 0.81 m/s. Once she attained medical stability, she was discharged home with her parents with outpatient services. Discussion Physical therapist management of this severely deconditioned patient hospitalized with severe AN focused on the restoration of functional activities, with intervention intensity being guided by physiologic responses. Traditional aerobic and endurance training were de-emphasized to minimize kilocalorie expenditure and tendencies toward exercise compulsion in this patient population.


2017 ◽  
Vol 1 (1) ◽  
Author(s):  
Sinha Chandni Sen ◽  
LaSalle Colette ◽  
Argabright Debra ◽  
Hollenbeck Clarie B

2021 ◽  
pp. 1-7
Author(s):  
Martina Madl ◽  
Marietta Lieb ◽  
Katharina Schieber ◽  
Tobias Hepp ◽  
Yesim Erim

<b><i>Background:</i></b> Due to the establishment of a nationwide certification system for cancer centers in Germany, the availability of psycho-oncological services for cancer patients has increased substantially. However, little is known about the specific intervention techniques that are applied during sessions in an acute care hospital, since a standardized taxonomy is lacking. With this study, we aimed at the investigation of psycho-oncological intervention techniques and the development of a comprehensive and structured taxonomy thereof. <b><i>Methods:</i></b> In a stepwise procedure, a team of psycho-oncologists generated a data pool of interventions and definitions that were tested in clinical practice during a pilot phase. After an adaptation of intervention techniques, interrater reliability (IRR) was attained by rating 10 previously recorded psycho-oncological sessions. A classification of interventions into superordinate categories was performed, supported by cluster analysis. <b><i>Results:</i></b> Between April and June 2017, 980 psycho-oncological sessions took place. The experts agreed on a total number of 22 intervention techniques. An IRR of 89% for 2 independent psycho-oncological raters was reached. The 22 techniques were classified into 5 superordinate categories. <b><i>Discussion/Conclusion:</i></b> We developed a comprehensive and structured taxonomy of psycho-oncological intervention techniques in an acute care hospital that provides a standardized basis for systematic research and applied care. We expect our work to be continuously subjected to further development: future research should evaluate and expand our taxonomy to other contexts and care settings.


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