Gellért-Gedeon Deák
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Gellért-Gedeon Deák has a total of 9 co-authors. Here are the top co-authors by number of shared publications:
- Calin Avram
Department of Medical Informatics and Biostatistics, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, Gheorghe Marinescu Street No. 38, 540142 Targu Mures, Romania
2 shared publications - Eszter Bajkó
Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, Gheorghe Marinescu Street No. 38, 540142 Targu Mures, Romania
2 shared publications - Juliánna Szakács
Department of Biophysics, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, Gheorghe Marinescu Street No. 38, 540142 Targu Mures, Romania
2 shared publications - Florentina Simona Toncean
Department of Management, Dr. Eugen Nicoară Municipal Hospital, 545300 Reghin, Romania
1 shared publication - Florina Ruta
Department of Community Nutrition and Food Safety, George Emil Palade University of Medicine, Pharmacy, Science and Technology of Targu Mures, Gheorghe Marinescu Street No. 38, 540136 Targu Mures, Romania
1 shared publication - Ion Mihai Georgescu
Obstetrics Gynecology 1st Department, Braila County Emergency Hospital, 810325 Braila, Romania
1 shared publication
Latest Publications
- Open Access
- 21 May 2026
- Published by MDPI AG in Healthcare
- Vol. 14 (10) , 1424
Social Perception of Natural Background Radiation and Its Implications for Public Health Communication
Background: Public perception of environmental (natural background) radiation represents an important challenge for public health communication, as risk perception is often influenced more by information quality and institutional trust than by objective exposure levels. Methods: A cross-sectional survey was conducted among 481 respondents using a structured questionnaire assessing self-perceived knowledge, information sources, perceived radiation risk, institutional trust, and health-related attitudes. Results: Significant gender differences were observed in self-reported knowledge about radioactivity, with men more frequently reporting higher knowledge levels than women (p < 0.001), while no significant differences emerged between urban and rural respondents; logistic regression analysis showed that lower perceived risk was associated with lack of medical information (OR = 0.32, 95% CI: 0.14–0.71) and absence of avoidance behavior (OR = 0.23, 95% CI: 0.11–0.47), whereas low trust in medical institutions was associated with higher odds of perceiving natural background radiation as dangerous (OR = 1.84, 95% CI: 1.21–2.80). Conclusions: Effective radiation risk communication requires more than the dissemination of information; it must also address public concerns, enhance institutional trust, and provide clear, credible, and accessible health-related messages. Tailored communication strategies are essential to bridge the gap between expert knowledge and public perception.
- 21 May 2026
- Published by MDPI AG in Healthcare
- Vol. 14 (10) , 1424
Open AccessSocial Perception of Natural Background Radiation and Its Implications for Public Health Communication
Background: Public perception of environmental (natural background) radiation represents an important challenge for public health communication, as risk perception is often influenced more by information quality and institutional trust than by objective exposure levels. Methods: A cross-sectional survey was conducted among 481 respondents using a structured questionnaire assessing self-perceived knowledge, information sources, perceived radiation risk, institutional trust, and health-related attitudes. Results: Significant gender differences were observed in self-reported knowledge about radioactivity, with men more frequently reporting higher knowledge levels than women (p < 0.001), while no significant differences emerged between urban and rural respondents; logistic regression analysis showed that lower perceived risk was associated with lack of medical information (OR = 0.32, 95% CI: 0.14–0.71) and absence of avoidance behavior (OR = 0.23, 95% CI: 0.11–0.47), whereas low trust in medical institutions was associated with higher odds of perceiving natural background radiation as dangerous (OR = 1.84, 95% CI: 1.21–2.80). Conclusions: Effective radiation risk communication requires more than the dissemination of information; it must also address public concerns, enhance institutional trust, and provide clear, credible, and accessible health-related messages. Tailored communication strategies are essential to bridge the gap between expert knowledge and public perception.
- Open Access
- 8 May 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (10) , 4615
Background Radiation Exposure in Transylvania, Romania: Environmental and Seasonal Influences
Background: Environmental ionizing radiation plays a major role in human radiation exposure. Natural background radiation originates from the Earth’s crust and outer space. The terrestrial component consists of primordial radioisotopes (40K, 238U, 235U, 232Th), as well as elements of the uranium and thorium decay chains, of which, from a dosimetric perspective, 222Rn and its decay products carry the greatest weight. These account for more than half of the crustal component. Cosmic radiation consists of gamma rays, X-rays, and particles such as protons, electrons, neutrons, mesons, and hyperons. Methods: The main objective of our research is to determine the background radiation levels characteristic of various regions of Transylvania. In addition, we aim to determine the effects of local environmental, diurnal, and seasonal changes on radiation levels. Results: A statistically significant difference was observed between the values of the individual regions (p < 0.001). The values we measured ranged from 0.051 µSv/h to 0.285 µSv/h. Based on the results, we can conclude that there is a statistically significant difference (p < 0.05) between the median value dropped after ventilation (0.159 µSv/h), compared to the one before ventilation (0.164 µSv/h). According to our database, radiation levels are significantly (p < 0.01) higher during the fall and winter months. Conclusions: On this basis, Transylvania can be regarded as a safe and livable region in terms of natural background radiation levels. Nevertheless, it is important to maintain a healthy lifestyle, ventilate homes frequently, and spend as much time as possible outdoors in nature.
- 8 May 2026
- Published by MDPI AG in Applied Sciences
- Vol. 16 (10) , 4615
Open AccessBackground Radiation Exposure in Transylvania, Romania: Environmental and Seasonal Influences
Background: Environmental ionizing radiation plays a major role in human radiation exposure. Natural background radiation originates from the Earth’s crust and outer space. The terrestrial component consists of primordial radioisotopes (40K, 238U, 235U, 232Th), as well as elements of the uranium and thorium decay chains, of which, from a dosimetric perspective, 222Rn and its decay products carry the greatest weight. These account for more than half of the crustal component. Cosmic radiation consists of gamma rays, X-rays, and particles such as protons, electrons, neutrons, mesons, and hyperons. Methods: The main objective of our research is to determine the background radiation levels characteristic of various regions of Transylvania. In addition, we aim to determine the effects of local environmental, diurnal, and seasonal changes on radiation levels. Results: A statistically significant difference was observed between the values of the individual regions (p < 0.001). The values we measured ranged from 0.051 µSv/h to 0.285 µSv/h. Based on the results, we can conclude that there is a statistically significant difference (p < 0.05) between the median value dropped after ventilation (0.159 µSv/h), compared to the one before ventilation (0.164 µSv/h). According to our database, radiation levels are significantly (p < 0.01) higher during the fall and winter months. Conclusions: On this basis, Transylvania can be regarded as a safe and livable region in terms of natural background radiation levels. Nevertheless, it is important to maintain a healthy lifestyle, ventilate homes frequently, and spend as much time as possible outdoors in nature.
- Open Access
- 1 December 2024
- Published by Walter de Gruyter GmbH in Bulletin of Medical Sciences
- Vol. 97 (2) , 97-111
Examination of prognostic markers in patients with shock who died on intensive therapy
The prognosis of critically ill patients treated in intensive care units (ICUs) largely depends on the timely recognition and management of acute organ dysfunction. Sepsis, septic shock, and multi-organ failure remain among the leading causes of death. Laboratory-derived parameters are gaining attention as prognostic markers, as they are closely linked to the risk of sepsis and ICU mortality. This study aimed to examine the onset and progression of multi-organ failure in adult patients who died in ICUs, with particular emphasis on the prognostic role of inflammatory biomarkers. We also sought to assess the contribution of laboratory parameters and derived indices in predicting disease progression and mortality risk, and how these vary across different underlying disease groups. We conducted a retrospective study using data from patients who died in the ICUs of the Târgu Mureș County Emergency Clinical Hospital and the Emergency Institute for Cardiovascular Diseases and Transplantation. Data from 53 adult patients were analysed. Laboratory parameters were collected at three time points: hospital admission, ICU admission, and the day of death. Statistical analysis was performed using GraphPad Prism 10.4.1 software. The mean age of the 53 patients (35 men, 18 women) was 59.7 ± 16.02 years. Patients spent an average of 7.79 ± 6.75 days in hospital, including 4.78 ± 4.46 days in intensive care. At the last sampling before death, creatinine, GPT, GOT, LDH, and CRP levels were significantly higher, while haemoglobin was significantly lower compared with hospital admission values (p < 0.05). NLR peaked at ICU admission (p < 0.05) and decreased before death. The albumin/ALP ratio showed a strong positive correlation with the number of ICU days (p < 0.05, r² = 0.79). In patients who died in intensive care, inflammatory and organ function markers showed significant changes during disease progression, reflecting the worsening of multi-organ failure. NLR may serve as an indicator of disease progression, whereas creatinine, CK, and LDH levels may reflect the severity of the terminal stage.
- 1 December 2024
- Published by Walter de Gruyter GmbH in Bulletin of Medical Sciences
- Vol. 97 (2) , 97-111
Open AccessExamination of prognostic markers in patients with shock who died on intensive therapy
The prognosis of critically ill patients treated in intensive care units (ICUs) largely depends on the timely recognition and management of acute organ dysfunction. Sepsis, septic shock, and multi-organ failure remain among the leading causes of death. Laboratory-derived parameters are gaining attention as prognostic markers, as they are closely linked to the risk of sepsis and ICU mortality. This study aimed to examine the onset and progression of multi-organ failure in adult patients who died in ICUs, with particular emphasis on the prognostic role of inflammatory biomarkers. We also sought to assess the contribution of laboratory parameters and derived indices in predicting disease progression and mortality risk, and how these vary across different underlying disease groups. We conducted a retrospective study using data from patients who died in the ICUs of the Târgu Mureș County Emergency Clinical Hospital and the Emergency Institute for Cardiovascular Diseases and Transplantation. Data from 53 adult patients were analysed. Laboratory parameters were collected at three time points: hospital admission, ICU admission, and the day of death. Statistical analysis was performed using GraphPad Prism 10.4.1 software. The mean age of the 53 patients (35 men, 18 women) was 59.7 ± 16.02 years. Patients spent an average of 7.79 ± 6.75 days in hospital, including 4.78 ± 4.46 days in intensive care. At the last sampling before death, creatinine, GPT, GOT, LDH, and CRP levels were significantly higher, while haemoglobin was significantly lower compared with hospital admission values (p < 0.05). NLR peaked at ICU admission (p < 0.05) and decreased before death. The albumin/ALP ratio showed a strong positive correlation with the number of ICU days (p < 0.05, r² = 0.79). In patients who died in intensive care, inflammatory and organ function markers showed significant changes during disease progression, reflecting the worsening of multi-organ failure. NLR may serve as an indicator of disease progression, whereas creatinine, CK, and LDH levels may reflect the severity of the terminal stage.