Objectives Artificial intelligence (AI) is reshaping healthcare by improving diagnosis and treatment planning, increasing operational efficiency, and streamlining administrative workflows. This paper integrates findings from an extensive PubMed search (2015–2025) with bibliometric analysis using RStudio and VOSviewer to investigate the comparative applications of AI methods in healthcare, collaborative networks, and emerging trends.
Methods A total of 1,243 records were identified through the PubMed search, and after removal of 143 duplicates, 1,100 records were screened. Following full-text assessment and exclusion of ineligible studies, 986 articles were included in the final bibliometric analysis.
Results The main research areas included robotic-assisted surgery, predictive analytics, diagnostic imaging, and precision medicine, with particular emphasis on the prevalence of machine learning and deep learning in imaging and the increasing application of natural language processing to unstructured medical information.
Conclusion The review emphasizes the need for greater budgetary allocation to scalable and pragmatic AI technologies and for interdisciplinary cooperation among researchers, industry, and healthcare providers. Despite this growth, challenges such as algorithmic bias, data integration, and ethical concerns persist. The paper also highlights the importance of equitable collaboration, accountable AI, and multinational partnerships in ensuring that AI can be used ethically and efficiently in healthcare over the long term to improve patient care and biomedical innovation. It does so by mapping international and regional trends, identifying the most influential authors, institutions, and funding sources, and evaluating methodological approaches.
Gustavo Vital de Mendonça, Crispim Cerutti Junior, Alfredo Carlos Rodrigues Feitosa, Brígida Franco Sampaio de Mendonça, Lucia Helena Sagrillo Pimassoni
Osong Public Health Res Perspect 2024;15(3):212-220. Published online June 27, 2024
Objectives The objective of this study was to examine the hypothesis that periodontal disease is associated with chronic non-communicable diseases. Methods: In this cross-sectional study, we evaluated the periodontal health condition of the population, based on the community periodontal index, as well as the number of missing teeth and the presence of systemic health conditions. We quantified the association between oral health and the presence of chronic diseases using simple logistic regression, adjusting for confounding factors including age, smoking, and overweight. Results: The study population consisted of 334 volunteers, aged between 19 and 81 years. In patients over 45 years old, periodontal disease was found to be significantly associated with hypertension and diabetes. Furthermore, in female patients, periodontal disease was significantly associated with hypertension, diabetes, and cancer. Conclusion: Our findings indicate that periodontal disease is positively and significantly associated with both arterial hypertension and diabetes, independent of potential confounding factors.
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Objectives
Tobacco is an important risk factor for tuberculosis (TB) infection and TB disease. Identifying tobacco users and providing tobacco cessation services is expected to reduce the burden of TB. We assessed tobacco use among presumptive TB patients attending a tertiary hospital and their willingness to attend tobacco cessation services. Methods
A cross-sectional study was conducted among presumptive TB patients attending a designated microscopy center of a tertiary hospital in South India. All presumptive TB patients aged ≥ 18 years attending the designated microscopy center were interviewed using a semistructured interview schedule. Data on presumptive TB patient's age, sex, tobacco use and forms of tobacco, attempts to quit tobacco since 1 year, and willingness to attend a smoking cessation clinic in tertiary hospital were captured. History of use of tobacco in the past 1 month was considered as “tobacco use.”. Results
A total of 424 presumptive TB patients aged ≥ 18 years were interviewed. Tobacco use in the past 1 month was reported by 176 (41.5%, 95% confidence interval: 36.9–46.3%) presumptive TB patients. In total, 78 (18%) presumptive TB patients were eventually diagnosed with smear-positive pulmonary TB, of them 63 (80%) were tobacco users. Presumptive TB patients aged ≥ 30 years, male sex, and < 10 years of education were significantly associated with tobacco use. Of 176, a majority of 132 (75%) used some form of smoking. Of a total of 132 smokers, 70 (53%) were willing to avail of tobacco cessation services. Conclusion
Tobacco use among presumptive TB patients was high. Considering the high willingness to quit among smokers, proven brief interventions to help quit smoking can be tried.
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Objectives
This study analyzes the influence of the financial structure of pharmaceutical companies on R&D investment to create a next-generation profit source or develop relatively cost-effective drugs to maximize enterprise value. Methods
The period of the empirical analysis is from 2000 to 2012. Financial statements and comments in general and internal transactions were extracted from TS-2000 of the Korea Listed Company Association (KLCA), and data related to stock price is extracted from KISVALUE-Ⅲ of NICE Information Service Co., Ltd. Stata 12.0 was used as the statistical package for panel analysis. Results
The current ratio had a positive influence on R&D investment, the debt ratio had a negative influence on R&D investment, and return on investment and net sales growth rate did not have a significant influence on R&D investment. Conclusion
It was found in this study that the higher liquidity ratio, the greater the R&D investment. The stability of pharmaceutical companies has a negative influence on R&D investment. This finding is consistent with the prediction that if a company faces a financial risk, it will be passive in R&D investment due to its financial difficulties.
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Objectives
The purpose of this study is to analyze the influence of the corporate governance of pharmaceutical companies on research and development (R&D) investment. Methods
The period of the empirical analysis is from 2000 to 2012. Financial statements and comments in general, and internal transactions were extracted from TS-2000 of the Korea Listed Company Association. Sample firms were those that belong to the medical substance and drug manufacturing industries. Ultimately, 786 firm-year data of 81 firms were included in the sample (unbalanced panel data). Results
The shareholding ratio of major shareholders and foreigners turned out to have a statistically significant influence on R&D investment (<i>p</i> < 0.05). No statistical significance was found in the shareholding ratio of institutional investors and the ratio of outside directors. Conclusion
The higher the shareholding ratio of the major shareholders, the greater the R&D investment. There will be a need to establish (or switch to) a holding company structure. Holding companies can directly manage R&D in fields with high initial risks, and they can diversify these risks. The larger the number of foreign investors, the greater the R&D investment, indicating that foreigners directly or indirectly impose pressure on a manager to make R&D investments that bring long-term benefits.
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Objectives
The aim of this study is to analyze the influence of the research and development (R&D) investment of pharmaceutical companies on enterprise value. Methods
The period of the empirical analysis is from 2000 to 2012, considering the period after the influence of the financial crisis. Financial statements and comments in general and internal transactions were extracted from TS-2000 of the Korea Listed Company Association, and data related to stock price were extracted from KISVALUE-III of National Information and Credit Evaluation Information Service Co., Ltd. STATA 12.0 was used as the statistical package for panel analysis. Results
In the pharmaceutical firms, the influence of the R&D intensity with regard to Tobin's <i>q</i> was found to be positive. However, only the R&D expenditure intensities of previous years 2 and 5 (<i>t</i>–2 and <i>t</i>–5, respectively) were statistically significant (<i>p</i> < 0.1), whereas those of previous years 1, 3, and 4 years (<i>t</i>–1, <i>t</i>–3, and <i>t</i>–4, respectively) were not statistically significant. Conclusion
R&D investment not only affects the enterprise value but is also evaluated as an investment activity that raises the long-term enterprise value. The research findings will serve as valuable data to understand the enterprise value of the Korea pharmaceutical industry and to strengthen reform measures. Not only should new drug development be made, but also investment and support should be provided according to the specific factors suitable to improve the competitiveness of each company, such as generic, incrementally modified drugs, and biosimilar products.
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Objectives
The purpose of this study was to describe and understand experiences of healthy dieting in male college students with obesity. Methods
The interview data were collected from nine male students and analyzed by using descriptive phenomenology of Colaizzi. The procedural steps described the phenomenon of interest, collected participants' descriptions of the phenomenon, extracted the meaning of significant statements, organized the meanings into clusters, wrote exhaustive descriptions, and then incorporated data into an exhaustive description. Results
The findings in 246 restatements, 47 constructed meanings, 31 themes, eight theme clusters, and four categories were deduced. The four categories were “Uneasiness at interpersonal relationships”, “Developing durability in dieting strategies”, “Practicing healthy diets based on information”, and “Perceived on healthy diets as a whole health support strategies”. Conclusion
This study described experiences in healthy dieting of male college students who were discharged from military services. These findings have important implications for understanding healthy dieting in young men and must be considered in developing health promotion in youth.
Citations
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The relationship between social media use, eating attitude and body mass index among nutrition and dietetic female students: A cross-sectional study Şule Aktaç, Dicle Kargin, Fatma Esra Güneş Revista Española de Nutrición Humana y Dietética.2021; 25(1): 78. CrossRef
Objectives
The purpose of this study was to describe and understand the lifestyles of non-obese female college students with high body fat (HBF). Methods
The interview data were collected from 18 female students [body mass index (BMI) <23 kg/m<sup>2</sup> and body fat ratio ≥30%] and analyzed by using descriptive phenomenology of Colaizzi. The procedural steps described the phenomenon of interest, collected participants' descriptions of the phenomenon, extracted the meaning of significant statements, organized the meanings into clusters, wrote exhaustive descriptions and then incorporated data into an exhaustive description. Results
The results in 153 restatements, 36 constructed meanings, 22 themes, seven theme clusters, and three categories were deduced. The three categories were: diminished daily concerns of health, changes in living habits by stressors, and perceived unbalance in health. Conclusion
This study describes non-obese female university students' experiences with HBF and their lifestyles. The findings have important implications for health promotion for non-obese female university students with HBF and must be considered when developing education courses for preparing adults.
Citations
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Body Composition and Cardiorespiratory Fitness Characteristics Among Female University Students: A Cross-Sectional Study Mădălina-Gabriela Coman, Andreea Maria Adam, Carmen Gheorghe, Mircea Dan Mocanu, Leonard Stoica, Daniel-Andrei Iordan, Ilie Onu, Dragoș Florin Teodor Balneo and PRM Research Journal.2024; 15(Vol.15, no): 753. CrossRef
The effect of physical activity intervention and nutritional habits on anthropometric measures in elementary school children: the health oriented pedagogical project (HOPP) Nandu Goswami, Irhad Trozic, Maren Valand Fredriksen, Per Morten Fredriksen International Journal of Obesity.2021; 45(8): 1677. CrossRef
Experiences in Healthy Dieting of Male College Students with Obesity in Korea Jeong Soo Kim Osong Public Health and Research Perspectives.2015; 6(1): 59. CrossRef