5 results on '"Umakanthan, Ben"'
Search Results
2. Evaluating the Feasibility and Utility of Machine Translation for Radiation Therapy Patient Education Materials.
- Author
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Muraj, Zaynab, Ugas, Mohamed, Tse, Karen, Cashell, Angela, Hill, Christine, Tan, Jessica, Umakanthan, Ben, Giuliani, Meredith, Calamia, Maria Anna, and Papadakos, Janet
- Subjects
PATIENT education ,PAMPHLETS ,RADIOTHERAPY ,T-test (Statistics) ,TRANSLATIONS ,TEACHING aids ,PILOT projects ,CONFERENCES & conventions ,NATURAL language processing ,EVALUATION of medical care ,DEEP learning ,ANALYSIS of variance ,MACHINE learning ,PATIENT satisfaction ,COMMUNICATION barriers - Abstract
Patients with limited English proficiency have increased healthcare challenges. Providing patient education in the patient's language has the potential to improve health outcomes, reduce system costs, and improve patient satisfaction. Healthcare providers remain apprehensive regarding the contextual accuracy of neural machine translation to assist the efforts of human translators and interpreters. Google Translate (GT) now uses deep learning techniques to translate whole sentences, which is more sensitive to context and grammar. The purpose of this research was to investigate the feasibility and utility of using machine translation (Google Translate) to translate radiation therapy patient education materials. Five Radiation Therapy patient education pamphlets were chosen for translation based on their high usage and importance at our institution. The pamphlets chosen for the study were: 1) Taking care of your skin during radiation therapy; 2) What to expect when getting radiation therapy for prostate cancer; 3) What to expect when getting radiation therapy to the abdomen and pelvis; 4) What to expect when getting radiation therapy to the head and neck; 5) What to expect when getting palliative radiation therapy to the lungs. Each pamphlet was translated from English into the following five languages: Vietnamese, Punjabi, Simplified Chinese, Portuguese, and Spanish, using both GT and professional human translators. These languages were chosen based on data on the most common language needs in the local hospital network. An additional group of professional human translators (3 per language) conducted an independent, blinded review of the translated pamphlets, evaluating the domains of fluency, adequacy, meaning, and severity. When comparing human and machine-translated material scores, humans scored higher in every domain, with t-tests determining the differences to be significant (p=<0.001). Total scores for machine-translated materials ranged from 13.33-15.27 out of a possible 20 for GT and 14.5-17.28 for human-translated material. In the most sensitive domain of severity, which identifies the resultant risk to patient outcomes based on mistranslation, machine scores ranged from 3.27-4.40 out of a possible 5 compared to 3.60-4.93 for human translations. Analysis of variance (ANOVA) found significant differences in scores between languages with Spanish and Vietnamese regularly scoring better in both human and machine translated versions. This research suggests that using machine translation tools such as Google Translate to translate whole sentences in radiation therapy pamphlets from English to 5 common languages is feasible. While there remain significant differences in quality between human and machine translation, it appears that the latter does not pose a significant risk of adversely affecting patient health outcomes, potentially opening the path for its limited use in patient education. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Pivoting the Provision of Smoking Cessation Education in a Virtual Clinical World: The Princess Margaret Cancer Centre Experience.
- Author
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Quartey, Naa Kwarley, Papadakos, Janet, Umakanthan, Ben, and Giuliani, Meredith Elana
- Subjects
SMOKING cessation ,VIRTUAL reality ,CLINICAL education ,MEDICAL personnel ,PRINCESSES - Abstract
Continued smoking after a cancer diagnosis may be attributed to misbeliefs by both patients and healthcare providers on the value and benefit of quitting smoking on treatment outcomes. The perceived myths and misconceptions about the relationship between smoking and cancer may be readily dispelled with the provision of practical and pertinent education. However, busy clinics as well as the rapid move to virtual care due to the COVID-19 pandemic present several challenges with the provision of smoking cessation education. Here, we describe how the Princess Margaret Cancer Centre implemented innovative solutions to improve the delivery of education during the COVID-19 pandemic to better support patients and healthcare providers. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
4. Exploring implementation of the ESTRO Core Curriculum at the national level.
- Author
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Giuliani, Meredith, Martimianakis, Maria Athina (Tina), Benstead, Kim, Grau Eriksen, Jesper, Verfaillie, Christine, Van Egten, Viviane, Umakanthan, Ben, Driessen, Erik, and Frambach, Janneke
- Subjects
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REQUIRED courses (Education) , *NATIONAL curriculum , *EDUCATION advocacy , *CURRICULUM change , *EDUCATIONAL resources - Abstract
• The content and values espoused in the ESTRO Core Curriculum are endorsed across diverse geopolitical and sociocultural regions. • This may be a result of wide representation in the curriculum development process. • Barriers to curricular implementation are identified at the organizational and systems level. • Future opportunities to address these implementation challenges include advocacy for educational resources as well as the creation of online educational materials including assessment tools. Global curricula exist across medical specialties however, the factors which influence their implementation are not well understood. The purpose of this study is to report the perceived factors that impact the implementation of the ESTRO Core Curriculum. An anonymous, 37-item, survey was designed and distributed to the Presidents of the National Societies who have endorsed the ESTRO Core Curriculum (n = 29). The survey addressed perceptions about implementation factors related to context, process and curriculum change. The data was summarized using descriptive statistics. Twenty-six (90%) National Societies completed the survey. One respondent perceived that the values of the training system of their country would be incompatible with the proposed ESTRO Core Curriculum. The most common contextual barriers to implementation was a lack of support from the government (57%), a lack of internal organizational support (35%) and a 'poor fit' between the ESTRO Core Curriculum and the broader political and economic context (35%). Perceived implementation process barriers included insufficient numbers of faculty (44%), poor coordination between the government and training institutions (48%), and a lack of an influential person leading the implementation (44%). Two barriers related to curriculum change were a lack of funding and lack of assessment tools. The content and values espoused in the ESTRO Core Curriculum are endorsed across diverse geopolitical and sociocultural regions. Barriers to curricular implementation are identified at the organizational and systems level and include insufficient teaching faculty, lack of coordination and the need for influential leadership. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
5. 157: Down from the Ivory Tower: Exploring Implementation of the Estro Core Curriculum at the National Level.
- Author
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Giuliani, Meredith, Martimianakis, Maria Athina (Tina), Benstead, Kim, Eriksen, Jesper Grau, Verfaillie, Christine, Van Egten, Viviane, Umakanthan, Ben, Driessen, Erik W., and Frambach, Janneke
- Subjects
- *
REQUIRED courses (Education) , *NATIONAL curriculum - Published
- 2020
- Full Text
- View/download PDF
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