Analysis and Categorization for the Standardization of Medical Referral Document Information

Author(s):  
Jun Ishizaki ◽  
Masaaki Yoshioka ◽  
Haruhiko Nishimura
Keyword(s):  
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Lorenzo Storari ◽  
Valerio Barbari ◽  
Fabrizio Brindisino ◽  
Marco Testa ◽  
Maselli Filippo

Abstract Background Shoulder pain (SP) may originate from both musculoskeletal and visceral conditions. Physiotherapists (PT) may encounter patients with life-threatening pathologies that mimic musculoskeletal pain such as Acute Myocardial Infarction (AMI). A trained PT should be able to distinguish between signs and symptoms of musculoskeletal or visceral origin aimed at performing proper medical referral. Case presentation A 46-y-old male with acute SP lasting from a week was diagnosed with right painful musculoskeletal shoulder syndrome, in two successive examinations by the emergency department physicians. However, after having experienced a shift of the pain on the left side, the patient presented to a PT. The PT recognized the signs and symptoms of visceral pain and referred him to the general practitioner, which identified a cardiac disease. The final diagnosis was acute myocardial infarction. Conclusion This case report highlights the importance of a thorough patient screening examination, especially for patients treated in an outpatient setting, which allow distinguishing between signs and symptoms of musculoskeletal from visceral diseases.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
D Galhano Lopes ◽  
M Bragança Pereira ◽  
M Machado Gil ◽  
S Duarte ◽  
A Moreira ◽  
...  

Abstract Background Travel from Portugal to other countries has increased in the past 5 years. A pre-travel health consultation is advised to all travellers to raise awareness and reduce travel-related risk. We describe the experience of a pre-travel consultation centre in the public health service. Methods A retrospective observational study about consultations in an international vaccination centre between 2014-2018. Variables included were: sex, age, destination, purpose, referral, and prescriptions. Descriptive analyses were performed for all variables. Results Between 2014 and 2018, there were 1,546 consultations. Regarding individual characteristics, 54% were female, and 80% had between 15 and 64 years of age. There was no referral in 66% of the consultations, followed by 16% from general practitioners in the Primary Care Centres Group. The leading destination was Africa (54%), in a downward trend (74% in 2015 and 32% in 2018) followed by Asia (18%) with an upward trend (12% to 28% in the same period). The primary purpose was tourism (83%), followed by work (9%). In total, 3,287 vaccines were prescribed with typhoid fever vaccine accounting for 26%, hepatitis A vaccine 22%, and yellow fever vaccine 15%. Mefloquine was the primary therapeutic drug prescribed for destinations with risk for malaria (41%). Regarding destinations with low risk for malaria, in 42% of the consultations, personal protective measures were the only recommendation. Conclusions Our data show that pre-travel consultations seem to be valued and actively asked for by travellers, but medical referral is still insufficient. Regarding health promotion and prevention of diseases, tracking trends in the most common destinations allows to optimize the information provided in the consultation, effectively capacitating the traveller to recognize and act on the most common travel-related health risks. In further studies, a post-travel follow-up should be carried out to determine the impact of the consultation. Key messages Pre-travel consultation is an actively sought-after service by the community, but awareness should be promoted in the medical community. Pre-travel consultation can have an important role in the health literacy of travellers.


Foreign body ingestion is a regular medical referral. Patients present with different objects such as chicken bones, nails, coins, and fishbones. It is usually managed in causality and passes without any intervention. However, occasionally, we come across fishbone complications requiring intervention. We discuss the course and management of two case reports of fishbone injuries in different abdominal regions.


2017 ◽  
Vol 92 (1) ◽  
pp. 26-29 ◽  
Author(s):  
Thweicyka Pinheiro Wakiyama ◽  
◽  
Maria Laura Marconi França ◽  
Larissa Pierri Carvalho ◽  
Mariangela Esther Alencar Marques ◽  
...  

2006 ◽  
Vol 86 (12) ◽  
pp. 1619-1629 ◽  
Author(s):  
Diane U Jette ◽  
Kerry Ardleigh ◽  
Kellie Chandler ◽  
Lesley McShea

Abstract Background and PurposeOpponents of direct access to physical therapy argue that physical therapists may overlook serious medical conditions. More information is needed to determine the ability of physical therapists to practice safely in direct-access environments. The purpose of this study was to describe the ability of physical therapists to make decisions about the management of patients in a direct-access environment. Subjects. Of a random sample of 1,000 members of the Private Practice Section of the American Physical Therapy Association, 394 participated. Methods. A survey included 12 hypothetical case scenarios. For each case, participants determined whether they would provide intervention without referral, provide intervention and refer, or refer before intervention. The percentage of correct decisions for each group of scenarios was calculated for each participant, and participants were classified as having made correct decisions for 100% of cases or less for each group. Three sets of logistic regressions were completed to determine the characteristics of the participants in relation to the decision category. Results. The average percentages of correct decisions were 87%, 88%, and 79% for musculoskeletal, noncritical medical, and critical medical conditions, respectively. Of all participants, approximately 50% made correct decisions for all cases within each group. The odds of making 100% correct decisions if a physical therapist had an orthopedic specialization were 2.23 (95% confidence interval=1.35–3.71) for musculoskeletal conditions and 1.89 (95% confidence interval=1.14–3.15) for critical medical conditions. Discussion and Conclusion. Physical therapists with an orthopedic specialization were almost twice as likely to make correct decisions for critical medical and musculoskeletal conditions.


2019 ◽  
Vol 103 (11) ◽  
pp. 1553-1560 ◽  
Author(s):  
Xiaohang Wu ◽  
Yelin Huang ◽  
Zhenzhen Liu ◽  
Weiyi Lai ◽  
Erping Long ◽  
...  

PurposeTo establish and validate a universal artificial intelligence (AI) platform for collaborative management of cataracts involving multilevel clinical scenarios and explored an AI-based medical referral pattern to improve collaborative efficiency and resource coverage.MethodsThe training and validation datasets were derived from the Chinese Medical Alliance for Artificial Intelligence, covering multilevel healthcare facilities and capture modes. The datasets were labelled using a three-step strategy: (1) capture mode recognition; (2) cataract diagnosis as a normal lens, cataract or a postoperative eye and (3) detection of referable cataracts with respect to aetiology and severity. Moreover, we integrated the cataract AI agent with a real-world multilevel referral pattern involving self-monitoring at home, primary healthcare and specialised hospital services.ResultsThe universal AI platform and multilevel collaborative pattern showed robust diagnostic performance in three-step tasks: (1) capture mode recognition (area under the curve (AUC) 99.28%–99.71%), (2) cataract diagnosis (normal lens, cataract or postoperative eye with AUCs of 99.82%, 99.96% and 99.93% for mydriatic-slit lamp mode and AUCs >99% for other capture modes) and (3) detection of referable cataracts (AUCs >91% in all tests). In the real-world tertiary referral pattern, the agent suggested 30.3% of people be ‘referred’, substantially increasing the ophthalmologist-to-population service ratio by 10.2-fold compared with the traditional pattern.ConclusionsThe universal AI platform and multilevel collaborative pattern showed robust diagnostic performance and effective service for cataracts. The context of our AI-based medical referral pattern will be extended to other common disease conditions and resource-intensive situations.


Geriatrics ◽  
2020 ◽  
Vol 5 (4) ◽  
pp. 91
Author(s):  
Jonathan Davis ◽  
Cara Hamann ◽  
Brandon Butcher ◽  
Corinne Peek-Asa

Cognitive and physical impairment can occur with dementia and reduce driving ability. In the United States, individual states have procedures to refer and evaluate drivers who may no longer be fit to drive. The license review process is not well understood for drivers with dementia. This study uses comprehensive data from the Iowa Department of Transportation to compare the referral process for drivers with and without dementia from January 2014 through November 2019. The likelihood of failing an evaluation test was compared between drivers with and without dementia using logistic regression. The risk of motor-vehicle crash after referral for review of driving ability was compared using a Cox proportional hazard model. Analysis controlled for the age and sex of the referred driver. Drivers with dementia performed worse on all tests evaluated except the visual screening test. After the referral process, the risk of crash was similar between those with and without dementia. Drivers with dementia were denied their license more frequently than referred drivers without dementia. However, drivers with dementia who successfully kept their license as a result of the license review process were not at an increased risk of crash compared to other referred drivers.


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