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29 resultsUpdated November 06, 2026

Gradient boosting decision tree becomes more reliable than logistic regression in predicting probability for diabetes with big data

Scientific Reports 12(1) (2022)

Hiroe Seto; Asuka Oyama; Shuji Kitora; Hiroshi Toki; Ryohei Yamamoto; J. Kotoku; Akihiro Haga; Maki Shinzawa; Miyae Yamakawa; Sakiko Fukui; Toshiki Moriyama

Mean age and body mass index at type 2 diabetes diagnosis: Pooled analysis of 56 health surveys across income groups and world regions

Diabetic Medicine 41(2) (2023)

Rodrigo Martin Carrillo-Larco; Wilmer Cristobal Guzman‐Vilca; Xiaolin Xu; Antonio Bernabé‐Ortiz

Tailoring nursing interventions to empower patients: personal coping strategies and self-management in type 2 diabetes care

BMC Nursing 23(1) (2024)

Ateya Megahed Ibrahim; Fatma Abd El Latief Gano; Hassanat Ramadan Abdel‐Aziz; Nora Helmi Elneblawi; Donia Elsaid Fathi Zaghamir; Lobna Mohamed Mohamed Abu Negm; Rasha Kamal Sweelam; Safaa Ibrahim Ahmed; Heba Ahmed Osman Mohamed; Fathia Gamal Elsaid Hassabelnaby; Aziza Mohamed Kamel

The Semmelweis Study: a longitudinal occupational cohort study within the framework of the Semmelweis Caring University Model Program for supporting healthy aging

GeroScience 46(1) (2023)

Zoltan I. Ungvari; Ádám Gyula Tabák; Róza Ádány; György Purebl; Csilla Kaposvári; Vince Fazekas‐Pongor; Tamás Csípő; Zsófia Szarvas; Krisztián Horváth; Péter Mukli; Piroska Balog; Róbert Bódizs; Péter P. Ujma; Adrienne Stauder; Daniel W. Belsky; Illés Kovács; Andriy Yabluchanskiy; Andrea Britta Maier; Mariann Moizs; Piroska Östlin; Yongjie Yon; Péter Varga; Zoltán Vokó; Magor Papp; István Takács; Barna Vásárhelyi; Péter Torzsa; Péter Ferdinandy; Anna Csiszár; Zoltán Benyó; Attila J. Szabó; Gabriella Dörnyei; Mika Kivimaki B; Miklós Kellermayer; Béla Péter Merkely

Dynamic prediction models improved the risk classification of type 2 diabetes compared with classical static models

Journal of Clinical Epidemiology 140 (2021)

Samaneh Asgari; Davood Khalili; Farid Zayeri; Fereidoun Azizi; Farzad Hadaegh

A meta‐analysis of diabetes risk prediction models applied to prediabetes screening

Diabetes Obesity and Metabolism 26(5) (2024)

Yujin Liu; Sunrui Yu; Wenming Feng; Hangfeng Mo; Yuting Hua; Mei Zhang; Zhichao Zhu; Xiaoping Zhang; Zhen Wu; Lanzhen Zheng; Xiaoqiu Wu; Jiantong Shen; Wei Qiu; Jianlin Lou

Prediction Models for Diabetes in Children and Adolescents: A Review

Applied Sciences 15(6) (2025)

L. Cvetićanin; Marko Arsenović

Statins and new-onset diabetes in primary prevention setting: an updated meta-analysis stratified by baseline diabetes risk

Acta Diabetologica 61(3) (2023)

Walter M. Masson; Martín Lobo; Leandro Barbagelata; Juan Patricio Nogueira

Adding social determinants of health to the equation: Development of a cardiometabolic disease staging model using clinical and social determinants of health to predict type 2 diabetes

Diabetes Obesity and Metabolism 27(5) (2025)

Carrie R. Howell; Shiori Tanaka; Li Zhang; April P. Carson; Nengjun Yi; James M. Shikany; William Timothy Garvey; Andrea Cherrington

Developing a simple and practical decision model to predict the risk of incident type 2 diabetes among the general population: The Di@bet.es Study

European Journal of Internal Medicine 102 (2022)

Sergio Martínez‐Hervás; María Morales‐Suárez‐Varela; Irene Andrés‐Blasco; Francisco Lara-Hernández; Isabel Peraita‐Costa; José Tomás Real; Ana-Bárbara García-García; Felipe Javier Chaves

External validation of the American prediction model for incident type 2 diabetes in the Iranian population

BMC Medical Research Methodology 23(1) (2023)

Samaneh Asgari; Davood Khalili; Fereidoun Azizi; Farzad Hadaegh

Indirect estimation of the prevalence of type 2 diabetes mellitus in the sub-population of Tehran: using non-laboratory risk-score models in Iran

BMC Public Health 24(1) (2024)

Yosra Azizpour; Samaneh Asgari; Mehdi Yaseri; Akbar Fotouhi; Samaneh Akbarpour

Identification of antibiotic resistance profiles in diabetic foot infections: A machine learning proof-of-concept analysis

International Journal of Diabetes in Developing Countries 46(1) (2025)

Rodrigo Martin Carrillo-Larco; Edmundo de Elvira Mori Orrillo; Manuel Castillo‐Cara; Raúl García; Marlon Yovera-Aldana; Antonio Bernabé‐Ortiz

Type 2 Diabetes Prediction Model in China: A Five-Year Systematic Review

Healthcare 13(16) (2025)

Juncheng Duan; Norshita Nayan

Approaches to predict future type 2 diabetes mellitus and chronic kidney disease: A scoping review

PLoS ONE 20(6) (2025)

Anna Bußmann; Christian Speckemeier; Alexandra Ehm; Bettina Kollar; Anja Neumann; Silke Neusser

Variable-based probabilistic calibration with binary outcome

Biostatistics 26(1) (2024)

Hiroe Seto; Shuji Kitora; Asuka Oyama; Hiroshi Toki; Ryohei Yamamoto; Michio Yamamoto

Health Management of Type 2 Diabetes Mellitus and Its Complications: A Machine Learning Algorithm-Based Retrospective Study in Chinese Communities

Diabetes Metabolic Syndrome and Obesity Volume 18 (2025)

Xin Luo; Jingming Liang; Hong Pan; Dian Zhou; Ye Hong; Ying Zhao; Jijia Sun; An Zhang

Una revisión de las implementaciones de sistemas para la identificación de tendencias de la diabetes

Interfases(016) (2022)

Rocio Isabel Benites Loja; Marco Antonio Coral Ygnacio

Letter to the Editor Regarding “Nationwide Prevalence of Diabetes and Prediabetes and Associated Risk Factors Among Iranian Adults: Analysis of Data from PERSIAN Cohort Study”

Diabetes Therapy 13(1) (2021)

Samaneh Asgari; Davood Khalili; Yadollah Mehrabi; Farzad Hadaegh

External validation of Prediabetes Risk Test in Indian population for screening prediabetes

Medical Journal Armed Forces India 80(Suppl 1) (2023)

Radhika Jadhav; Arun Gundmi Maiya; Shashikiran Umakanth; K N Shivashankara

Predicting diabetes-related conditions in need of intervention: Lolland-Falster Health Study, Denmark

Preventive Medicine Reports 33 (2023)

Søren Lophaven; Neda Esmailzadeh Bruun-Rasmussen; Therese Lucia Friis Holmager; Randi Jepsen; Allan Kofoed‐Enevoldsen; Elsebeth Lynge

Índice Triglicéridos Glucosa (TyG) y Glucosa Basal como Predictores de Diabetes Mellitus Tipo 2 en Estudiantes de Medicina: Un Estudio con Aprendizaje Automático

Ibero Ciencias - Revista Científica y Académica 4(3) (2025)

Luis Antonio Sarango Parrales; William Antonio Muñoz Chamba; Joseph Bolívar Mota Haro; Génesis Victoria Rojas Muñoz; Génesis Beatriz Gavilanez Barahona; Scarlet Yareliz Jiménez Coloma; Adonis Leandro León Mera