Research graph
References from Machine learning prediction models for the popularization and dissemination of medical science popularization videos. Local targets link to admitted publications; unresolved targets remain external evidence.
#OMFSurgery: analyzing the use of social media applications in oral and maxillofacial surgery resident training
10.1186/s12903-023-02872-9 · 2023 · External reference
The impact of perceived value and affection on Chinese residents' continuous use intention of mobile health science information: an empirical study
10.3389/fpubh.2023.1034231 · 2023 · External reference
Assessment of the reliability and quality of breast cancer related videos on TikTok and Bilibili: cross-sectional study in China
10.3389/fpubh.2023.1296386 · 2024 · External reference
Research on the core competitiveness of short video industry in the context of big data—a case study of TikTok of ByteDance company
10.4236/ajibm.2022.124036 · 2022 · External reference
Technology and the future of healthcare
10.4081/jphr.2013.e28 · 2013 · External reference
The unintentional spread of misinformation on 'TikTok'; a paediatric urological perspective
10.1016/j.jpurol.2022.03.001 · 2022 · External reference
Popular science and education of cosmetic surgery in China: quality and reliability evaluation of Douyin short videos
10.1111/hex.13737 · 2023 · External reference
On the psychology of TikTok use: a first glimpse from empirical findings
10.3389/fpubh.2021.641673 · 2021 · External reference
Factors driving citizen engagement with government TikTok accounts during the COVID-19 pandemic: model development and analysis
10.2196/21463 · 2021 · External reference
How TikTok is being used to help individuals cope with breast Cancer: cross-sectional content analysis
10.2196/42245 · 2022 · External reference
Prediction of successful weaning from renal replacement therapy in critically ill patients based on machine learning
10.1080/0886022x.2024.2319329 · 2024 · External reference
Development of a machine learning-based model for predicting risk of early postoperative recurrence of hepatocellular carcinoma
10.3748/wjg.v29.i43.5804 · 2023 · External reference
How health communication via TikTok makes a difference: a content analysis of TikTok accounts run by Chinese provincial health committees
10.3390/ijerph17010192 · 2019 · External reference
#Neurosurgery: a cross-sectional analysis of neurosurgical content on TikTok
10.1016/j.wnsx.2022.100137 · 2022 · External reference
Communicating COVID-19 information on TikTok: a content analysis of TikTok videos from official accounts featured in the COVID-19 information hub
10.1093/her/cyab010 · 2021 · External reference
Douyin and Bilibili as sources of information on lung cancer in China through assessment and analysis of the content and quality
10.1038/s41598-024-70640-y · 2024 · External reference
Selectivity in posting on social networks: the role of privacy concerns, social capital, and technical literacy
10.1016/j.heliyon.2020.e03298 · 2020 · External reference
Lifespan (Half-Life) of Social Media Posts: Update for 2026
2026 · External reference
Development and validation of a clinicoradiomic nomogram to assess the HER2 status of patients with invasive ductal carcinoma
10.1186/s12885-022-09967-6 · 2022 · External reference
Is TikTok the next social media frontier for medicine?
10.1002/aet2.10532 · 2020 · External reference
Deconstructing TikTok videos on mental health: cross-sectional, descriptive content analysis
10.2196/38340 · 2022 · External reference
TikTok and #OccupationalTherapy: cross-sectional study
10.2196/45554 · 2023 · External reference
TikTok and Bilibili as sources of information on Helicobacter pylori in China: a content and quality analysis
10.1111/hel.13007 · 2023 · External reference
YouTube as a source of information on pediatric scoliosis: a reliability and educational quality analysis
10.1007/s43390-022-00569-7 · 2023 · External reference
YouTube online videos as a source for patient education of cervical spondylosis-a reliability and quality analysis
10.1186/s12889-023-16495-w · 2023 · External reference
The presence of social support messages on YouTube videos about inflammatory bowel disease and ostomies
10.1080/10410236.2011.606524 · 2012 · External reference
Quality and reliability evaluation of online videos on carpal tunnel syndrome: a YouTube video-based study
10.1136/bmjopen-2021-059239 · 2022 · External reference
Assessing the quality and credibility of publicly available videos on cervical fusion: is YouTube a reliable educational tool?
10.14444/8088 · 2021 · External reference
Screening dementia and predicting high dementia risk groups using machine learning
10.5498/wjp.v12.i2.204 · 2022 · External reference
Machine learning in medicine: a primer for physicians
10.1038/ajg.2010.173 · 2010 · External reference
Random forest model for labor induction in pregnant women with hypertensive disorders using a cervical double balloon
2023 · External reference
TM-score predicts immunotherapy efficacy and improves the performance of the machine learning prognostic model in gastric cancer
10.1016/j.intimp.2024.112224 · 2024 · External reference
Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review
10.1186/s12916-024-03273-7 · 2024 · External reference
Prediction models - development, evaluation, and clinical application
10.1056/nejmp2000589 · 2020 · External reference
Factors affecting the willingness of nursing care staffs for cooperation with heart failure care and the role of internet video education
10.1002/jgf2.658 · 2023 · External reference
Classifying comments on social media related to living kidney donation: machine learning training and validation study
10.2196/37884 · 2022 · External reference
Public opinions and concerns regarding the Canadian prime minister's daily COVID-19 briefing: longitudinal study of YouTube comments using machine learning techniques
10.2196/23957 · 2021 · External reference
Quality analysis of YouTube videos presenting pelvic floor exercises after prostatectomy surgery
10.3390/jpm11090920 · 2021 · External reference
Quality analysis of YouTube videos presenting shoulder exercises after breast cancer surgery
10.1159/000518265 · 2022 · External reference
YouTube videos for public health literacy? A machine learning pipeline to curate Covid-19 videos
10.3233/shti231067 · 2024 · External reference
Analyzing patients satisfaction level for medical services using twitter data
10.7717/peerj-cs.1697 · 2024 · External reference
Towards COVID-19 fake news detection using transformer-based models
10.1016/j.knosys.2023.110642 · 2023 · External reference
Predictive modeling of perioperative patient deterioration: combining unanticipated ICU admissions and mortality for improved risk prediction
10.1186/s13741-024-00420-9 · 2024 · External reference
Leveraging explainable AI to identify determinants of lifetime HIV testing among adults in Tennessee, United States: evidence for targeted public health strategies from BRFSS 2023
10.1177/21501319261428986 · 2023 · External reference
Classification and interaction in random forests
10.1073/pnas.1800256115 · 2018 · External reference
Randomization can reduce both bias and variance: a case study in random forests
2025 · External reference
Machine learning to predict the occurrence of bisphosphonate-related osteonecrosis of the jaw associated with dental extraction: a preliminary report
10.1016/j.bone.2018.04.020 · 2018 · External reference
Pretrained transformers applied to clinical studies improve predictions of treatment efficacy and associated biomarkers
10.1038/s41467-025-57181-2 · 2025 · External reference
End-to-end deep learning approach for perfusion data: a proof-of-concept study to classify Core volume in stroke CT
10.3390/diagnostics12051142 · 2022 · External reference
Biology-guided deep learning predicts prognosis and cancer immunotherapy response
10.1038/s41467-023-40890-x · 2023 · External reference
Adapting to lockdown: exploring stress coping strategies on short video social media during the COVID-19 pandemic
10.2147/prbm.s441744 · 2023 · External reference
Observation for clinical effect of acupuncture combined with conventional therapy in the treatment of acne vulgaris
10.1097/md.0000000000019764 · 2020 · External reference
A randomized trial of comparing video telecare education vs. in-person education on dietary regimen compliance in patients with type 2 diabetes mellitus: a support for clinical telehealth providers
10.1186/s12902-022-01032-4 · 2022 · External reference
Evaluating the content and quality of videos related to hypertrophic scarring on TikTok in China: cross-sectional study
10.2196/64792 · 2025 · External reference
Do text-based hooks predict engagement? A measurement framework and a cautionary null result for ICH short videos on Douyin
10.3389/fcomm.2026.1863794 · 2026 · External reference
Implementation of a personalized digital app for pediatric Preanesthesia evaluation and education: ongoing usability analysis and dynamic improvement scheme
10.2196/34129 · 2022 · External reference
Is TikTok the next social media frontier for medicine?
10.1002/aet2.10532 · ExternalCitation · doi-reference
Factors affecting the willingness of nursing care staffs for cooperation with heart failure care and the role of internet video education
10.1002/jgf2.658 · ExternalCitation · doi-reference
YouTube as a source of information on pediatric scoliosis: a reliability and educational quality analysis
10.1007/s43390-022-00569-7 · ExternalCitation · doi-reference
Machine learning to predict the occurrence of bisphosphonate-related osteonecrosis of the jaw associated with dental extraction: a preliminary report
10.1016/j.bone.2018.04.020 · ExternalCitation · doi-reference
Selectivity in posting on social networks: the role of privacy concerns, social capital, and technical literacy
10.1016/j.heliyon.2020.e03298 · ExternalCitation · doi-reference
TM-score predicts immunotherapy efficacy and improves the performance of the machine learning prognostic model in gastric cancer
10.1016/j.intimp.2024.112224 · ExternalCitation · doi-reference
The unintentional spread of misinformation on 'TikTok'; a paediatric urological perspective
10.1016/j.jpurol.2022.03.001 · ExternalCitation · doi-reference
Towards COVID-19 fake news detection using transformer-based models
10.1016/j.knosys.2023.110642 · ExternalCitation · doi-reference
#Neurosurgery: a cross-sectional analysis of neurosurgical content on TikTok
10.1016/j.wnsx.2022.100137 · ExternalCitation · doi-reference
Machine learning in medicine: a primer for physicians
10.1038/ajg.2010.173 · ExternalCitation · doi-reference
Biology-guided deep learning predicts prognosis and cancer immunotherapy response
10.1038/s41467-023-40890-x · ExternalCitation · doi-reference
Pretrained transformers applied to clinical studies improve predictions of treatment efficacy and associated biomarkers
10.1038/s41467-025-57181-2 · ExternalCitation · doi-reference
Douyin and Bilibili as sources of information on lung cancer in China through assessment and analysis of the content and quality
10.1038/s41598-024-70640-y · ExternalCitation · doi-reference
Prediction models - development, evaluation, and clinical application
10.1056/nejmp2000589 · ExternalCitation · doi-reference
Classification and interaction in random forests
10.1073/pnas.1800256115 · ExternalCitation · doi-reference
Prediction of successful weaning from renal replacement therapy in critically ill patients based on machine learning
10.1080/0886022x.2024.2319329 · ExternalCitation · doi-reference
The presence of social support messages on YouTube videos about inflammatory bowel disease and ostomies
10.1080/10410236.2011.606524 · ExternalCitation · doi-reference
Communicating COVID-19 information on TikTok: a content analysis of TikTok videos from official accounts featured in the COVID-19 information hub
10.1093/her/cyab010 · ExternalCitation · doi-reference
Observation for clinical effect of acupuncture combined with conventional therapy in the treatment of acne vulgaris
10.1097/md.0000000000019764 · ExternalCitation · doi-reference
TikTok and Bilibili as sources of information on Helicobacter pylori in China: a content and quality analysis
10.1111/hel.13007 · ExternalCitation · doi-reference
Popular science and education of cosmetic surgery in China: quality and reliability evaluation of Douyin short videos
10.1111/hex.13737 · ExternalCitation · doi-reference
Quality and reliability evaluation of online videos on carpal tunnel syndrome: a YouTube video-based study
10.1136/bmjopen-2021-059239 · ExternalCitation · doi-reference
Quality analysis of YouTube videos presenting shoulder exercises after breast cancer surgery
10.1159/000518265 · ExternalCitation · doi-reference
Leveraging explainable AI to identify determinants of lifetime HIV testing among adults in Tennessee, United States: evidence for targeted public health strategies from BRFSS 2023
10.1177/21501319261428986 · ExternalCitation · doi-reference
Development and validation of a clinicoradiomic nomogram to assess the HER2 status of patients with invasive ductal carcinoma
10.1186/s12885-022-09967-6 · ExternalCitation · doi-reference
YouTube online videos as a source for patient education of cervical spondylosis-a reliability and quality analysis
10.1186/s12889-023-16495-w · ExternalCitation · doi-reference
A randomized trial of comparing video telecare education vs. in-person education on dietary regimen compliance in patients with type 2 diabetes mellitus: a support for clinical telehealth providers
10.1186/s12902-022-01032-4 · ExternalCitation · doi-reference
#OMFSurgery: analyzing the use of social media applications in oral and maxillofacial surgery resident training
10.1186/s12903-023-02872-9 · ExternalCitation · doi-reference
Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review
10.1186/s12916-024-03273-7 · ExternalCitation · doi-reference
Predictive modeling of perioperative patient deterioration: combining unanticipated ICU admissions and mortality for improved risk prediction
10.1186/s13741-024-00420-9 · ExternalCitation · doi-reference
Assessing the quality and credibility of publicly available videos on cervical fusion: is YouTube a reliable educational tool?
10.14444/8088 · ExternalCitation · doi-reference
Adapting to lockdown: exploring stress coping strategies on short video social media during the COVID-19 pandemic
10.2147/prbm.s441744 · ExternalCitation · doi-reference
Factors driving citizen engagement with government TikTok accounts during the COVID-19 pandemic: model development and analysis
10.2196/21463 · ExternalCitation · doi-reference
Public opinions and concerns regarding the Canadian prime minister's daily COVID-19 briefing: longitudinal study of YouTube comments using machine learning techniques
10.2196/23957 · ExternalCitation · doi-reference
Implementation of a personalized digital app for pediatric Preanesthesia evaluation and education: ongoing usability analysis and dynamic improvement scheme
10.2196/34129 · ExternalCitation · doi-reference
Classifying comments on social media related to living kidney donation: machine learning training and validation study
10.2196/37884 · ExternalCitation · doi-reference
Deconstructing TikTok videos on mental health: cross-sectional, descriptive content analysis
10.2196/38340 · ExternalCitation · doi-reference
How TikTok is being used to help individuals cope with breast Cancer: cross-sectional content analysis
10.2196/42245 · ExternalCitation · doi-reference
TikTok and #OccupationalTherapy: cross-sectional study
10.2196/45554 · ExternalCitation · doi-reference
Evaluating the content and quality of videos related to hypertrophic scarring on TikTok in China: cross-sectional study
10.2196/64792 · ExternalCitation · doi-reference
YouTube videos for public health literacy? A machine learning pipeline to curate Covid-19 videos
10.3233/shti231067 · ExternalCitation · doi-reference
Do text-based hooks predict engagement? A measurement framework and a cautionary null result for ICH short videos on Douyin
10.3389/fcomm.2026.1863794 · ExternalCitation · doi-reference
On the psychology of TikTok use: a first glimpse from empirical findings
10.3389/fpubh.2021.641673 · ExternalCitation · doi-reference
The impact of perceived value and affection on Chinese residents' continuous use intention of mobile health science information: an empirical study
10.3389/fpubh.2023.1034231 · ExternalCitation · doi-reference
Assessment of the reliability and quality of breast cancer related videos on TikTok and Bilibili: cross-sectional study in China
10.3389/fpubh.2023.1296386 · ExternalCitation · doi-reference
End-to-end deep learning approach for perfusion data: a proof-of-concept study to classify Core volume in stroke CT
10.3390/diagnostics12051142 · ExternalCitation · doi-reference
How health communication via TikTok makes a difference: a content analysis of TikTok accounts run by Chinese provincial health committees
10.3390/ijerph17010192 · ExternalCitation · doi-reference
Quality analysis of YouTube videos presenting pelvic floor exercises after prostatectomy surgery
10.3390/jpm11090920 · ExternalCitation · doi-reference
Development of a machine learning-based model for predicting risk of early postoperative recurrence of hepatocellular carcinoma
10.3748/wjg.v29.i43.5804 · ExternalCitation · doi-reference
Technology and the future of healthcare
10.4081/jphr.2013.e28 · ExternalCitation · doi-reference
Research on the core competitiveness of short video industry in the context of big data—a case study of TikTok of ByteDance company
10.4236/ajibm.2022.124036 · ExternalCitation · doi-reference
Screening dementia and predicting high dementia risk groups using machine learning
10.5498/wjp.v12.i2.204 · ExternalCitation · doi-reference
Analyzing patients satisfaction level for medical services using twitter data
10.7717/peerj-cs.1697 · ExternalCitation · doi-reference
