Publications by authors named "Mangyeong Lee"

Article Synopsis
  • Hospital call centers are vital for supporting cancer patients and accurately identifying their inquiries is essential, but existing models like LSTM and BERT face challenges due to their reliance on labor-intensive, annotated datasets.
  • This study tests GPT-4's ability to classify the intents of cancer patient phone consultations and compares its performance with traditional models like LSTM and BERT, particularly in handling complex queries.
  • GPT-4 demonstrates superior accuracy (85.2%) compared to LSTM (73.7%) and BERT (71.3%) in processing patient inquiries, showing its effectiveness with fewer training examples.
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Purpose: This cross-sectional study aimed to examine which chemotherapy (CTx) terms were most difficult to understand for cancer patients and identify vulnerable patient populations who might need extra support to understand the terms.

Materials And Methods: We listed 56 CTx-related terms based on the experts' review, then 300 cancer patients and their caregivers completed a questionnaire that assessed literacy in CTx terms (LCT), functional health literacy, and empowerment. Descriptive analysis was performed to examine which CTx-related terms were most difficult for them.

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Purpose: This study has a purpose to investigate the side effects of three EGFR-TKIs targeted therapeutic agents (gefitinib, erlotinib, and afatinib) and all-cause mortality in patients with metastatic lung cancer.

Methods: We performed a prospective cohort study. We selected all patients with newly diagnosed metastatic lung cancer between January and November 2019.

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Objectives: We developed and validated the Health Literacy Index for the Community (HLIC) to assess the health literacy of the Korean population within the framework of the Korean National Health and Nutrition and Examination Survey.

Methods: The HLIC was developed through (1) defining the conceptual framework and generating the item pool and (2) finalizing the items and identifying the cut-off value. Interviews were conducted to examine items' face validity, and a cross-sectional survey was performed to analyze the item-response theory and Rasch models to investigate the instrument's psychometric properties.

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Article Synopsis
  • Chemo patients often struggle with symptoms that impact their physical function and overall quality of life, necessitating effective symptom monitoring for better outcomes.
  • This study investigates the effectiveness of a mobile app for remote symptom monitoring on physical function in cancer patients undergoing chemotherapy, involving 372 participants from three hospitals in Seoul.
  • Key outcomes will track changes in physical function, pain, depression, and other health indicators, with ethical approvals and participant consent already secured for the trial.
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Purpose: Although mobile-based symptom monitoring is expected to improve patient participation in symptom management during anticancer therapy, previous trials have not evaluated its effectiveness. Therefore, this study aims to evaluate the impact of a symptom monitoring mobile application on improving patient participation in symptom management during anticancer therapy.

Methods: We conducted a single-center, open-label, randomized controlled trial that enrolled patients with breast, lung, head and neck, esophageal, or gynecologic cancer who were scheduled to receive anticancer therapy (oral or intravenous) between October 2020 and March 2021.

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Objective: This study aims to identify factors associated with divorce following breast cancer diagnosis and measures the impact of divorce on the quality of life (QoL) of patients.

Methods: We used cross-sectional survey data collected at breast cancer outpatient clinics in South Korea from November 2018 to April 2019. Adult breast cancer survivors who completed active treatment without any cancer recurrence at the time of the survey ( = 4,366) were included.

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Background: Over 90% of patients with cancer experience 1 or more symptoms caused directly by cancer or its treatment. These symptoms negatively impact on the completion of planned treatment as well as patients' health-related quality of life (HRQoL). It often results in serious complications and even life-threatening outcomes.

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Background: Symptom monitoring application (SMA) has clinical benefits to cancer patients but patients experience difficulties in using it. Few studies have identified which types of graphical user interface (GUI) are preferred by cancer patients for using the SMA.

Methods: This is a cross-sectional study aimed to identify preferred GUI among cancer patients to use SMA.

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In clinical practice, assessing digital health literacy is important to identify patients who may encounter difficulties adapting to digital health using digital technology and service. We developed the Digital Health Technology Literacy Assessment Questionnaire (DHTL-AQ) to assess the ability to use digital health technology, services, and data. The DHTL-AQ was developed in three phases.

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Background: Patients with lower extremity problems (LEP) commonly experience functional loss, pain, decreased range of motion, inadequacy in daily living activities, and structural change in radiographic evaluations. However, the traditional patient-reported outcome measurement which focused on symptoms, had a limited scope of applicability. This study aimed to validate the psychometric properties of the Korean version of PROMIS-29 Profile v2.

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Article Synopsis
  • This study validated the Korean version of the Patient-Reported Outcome Measurement Information System 29 Profile V2.1 (K-PROMIS-29 V2.1) specifically for patients with chronic pulmonary diseases (CPDs).
  • Participants were recruited from Samsung Medical Center and completed surveys, including the K-PROMIS-29 V2.1 and other health assessments, to evaluate the tool’s reliability and validity through various analyses.
  • Results showed that K-PROMIS-29 V2.1 demonstrated high internal consistency and good correlation with other health surveys, suggesting it is a reliable measure for assessing health-related quality of life in CPD patients.
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Background: The purpose of the study was to translate and linguistically validate a Korean language version of the PROMIS (K-PROMIS) for the six profile adult domains: Fatigue, Pain Intensity, Pain Interference, Physical Function, Sleep Disturbance, and Ability to Participate in Social Roles and Activities.

Methods: A total of 268 items were translated into Korean according to the Functional Assessment of Chronic Illness Therapy multilingual translation methodology. Participants first completed approximately 27 to 35 items and were then interviewed to evaluate the conceptual equivalence of the translation to the original English language source.

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Purpose: This study aims to identify factors associated with the adoption and compliance of electronic patient-reported outcome measure (ePROM) use among cancer patients in a real-world setting.

Methods: This prospective cohort study was conducted at the Samsung Medical Center in Seoul, Korea, from September 2018 to January 2019. Cancer patients aged 18 years or older who owned smartphones and who were receiving chemotherapy or radiation therapy were eligible for this study.

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Purpose: The purpose of the study was to validate the Korean version of Patient-Reported Outcomes Measurement Information System 29 Profile v2.1 (K-PROMIS-29 V2.1) among cancer survivors.

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Background: Despite the great benefits of mobile health applications (mHAs) in managing non-communicable diseases (NCDs) internationally, studies have documented general challenges to broad adoption of mHAs among older age groups. By focusing on broad adoption, these studies have been limited in their evaluation of adults aged 50 and older who have high risk of NCDs and can benefit the most from the functionalities provided by mHAs.

Objective: This study aims to evaluate the knowledge, self-confidence, perceived benefits, and barriers of using mHAs depending on experience with mHAs among adults aged 50 and older.

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With further advances in medical genetics, genetic tests to determine predisposition to disease are becoming viable for a growing number of diseases. Accordingly, it has also become important to identify various viewpoints on genetic testing. The aims of this study were to examine awareness of and attitudes toward genetic testing among the general public (public), cancer patients (patients), and health-care professionals (clinicians and researchers) in Korea.

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