Exploring Machine Learning Classifiers for Identifying Gestational Diabetes Mellitus

Authors: Tiwari, Shamik, Gochhait, Saikat, Bonuga, Hithyshee

Source: 2024 International Conference on Decision Aid Sciences and Applications (DASA) Decision Aid Sciences and Applications (DASA), 2024 International Conference on. :1-5 Dec, 2024

Relation: 2024 International Conference on Decision Aid Sciences and Applications (DASA)

Gestational Diabetes Prediction using Machine Learning for Consumer Electronics Healthcare

Authors: Garg, Sahil, Kumar, Sudhakar, Singh, Sunil K., Kumar, Surjeet, Arya, Varsha, Tai Chui, K wok, Gupta, Brij B.

Source: 2024 IEEE International Symposium on Consumer Technology (ISCT) Consumer Technology (ISCT), 2024 IEEE International Symposium on. :243-249 Aug, 2024

Relation: 2024 IEEE International Symposium on Consumer Technology (ISCT)

Impact of mHealth-Enhanced Prenatal Education and Diet Recording on Gestational Diabetes Mellitus Prevention

Authors: Hao, Jie, Wang, Jiayang, Sun, Yin, Li, Jiao, Ma, Liangkun, Yang, Lin

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Maternal Health Risk Assessment using Digital Twin Application

Authors: Leszczelowska, Paulina, Mazur-Milecka, Magdalena, Kowalczyk, Natalia, Sobotka, Milena

Source: 2024 16th International Conference on Human System Interaction (HSI) Human System Interaction (HSI), 2024 16th International Conference on. :1-6 Jul, 2024

Relation: 2024 16th International Conference on Human System Interaction (HSI)

Preliminary Design Validation of a mHealth Tool for Gestational Diabetes Mellitus Management and Education in Bangladeshi Women

Authors: Bristy, Tunisha Yanoor, Ratul, Mohammad Arshad Hossain, Sayeed, Noorjahan, Badrul, Tasnuba, Islam, Ashraful

Source: 2024 Advances in Science and Engineering Technology International Conferences (ASET) Advances in Science and Engineering Technology International Conferences (ASET), 2024. :1-8 Jun, 2024

Relation: 2024 Advances in Science and Engineering Technology International Conferences (ASET)

A Fuzzy Logic Approach for Predicting Gestational Diabetes Mellitus Using Risk Factors

Authors: Hasan, Nowshad, Islam, Md. Saiful, Hayat, Md. Tanvir

Source: 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) Electrical Engineering and Information & Communication Technology (ICEEICT), 2024 6th International Conference on. :1479-1484 May, 2024

Relation: 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT)

DiabetCare – A Classifier based Mobile Application for Predicting the Risk of Prediabetes Mellitus, Gestational Diabetes Mellitus and Type 2 Diabetes Mellitus

Authors: Pathiranage, Nirmani Jayaprabha, Suraweera, S.M.D. Asanka Sanjaya

Source: 2024 International Research Conference on Smart Computing and Systems Engineering (SCSE) Smart Computing and Systems Engineering (SCSE), 2024 International Research Conference on. 7:1-6 Apr, 2024

Relation: 2024 International Research Conference on Smart Computing and Systems Engineering (SCSE)

Explainable Early Prediction of Gestational Diabetes Biomarkers by Combining Medical Background and Wearable Devices: A Pilot Study With a Cohort Group in South Africa

Authors: Kolozali, S., White, S.L., Norris, S., Fasli, M., van Heerden, A.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 28(4):1860-1871 Apr, 2024

Comparative Study of Machine Learning Models for Early Gestational Diabetes Mellitus

Authors: Gupta, Vansh, Gill, Satyansh, Sandhu, Jasminder Kaur, Sahu, Rakesh

Source: 2023 International Conference on Circuit Power and Computing Technologies (ICCPCT) Circuit Power and Computing Technologies (ICCPCT), 2023 International Conference on. :1761-1766 Aug, 2023

Relation: 2023 International Conference on Circuit Power and Computing Technologies (ICCPCT)

Serum IGF-1, IGF-1R and BDNF levels in GDM pregnant women and neonatal umbilical cord blood and their relationship with neonatal brain injury

Authors: SONG Yuanli*, SHAO Fang, XUE Juan

Source: Zhongguo linchuang yanjiu, Vol 38, Iss 4, Pp 558-562 (2025)

Subject Terms: gestational diabetes mellitus, insulin-like growth factor 1, insulin-like growth factor 1 receptor, brain-derived neurotrophic factors, neonatal behavioral neurological assessment, neonatal brain injury, umbilical cord blood, Medicine

File Description: electronic resource

Relation: http://zglcyj.ijournals.cn/zglcyj/ch/reader/create_pdf.aspx?file_no=20250414; https://doaj.org/toc/1674-8182

Access URL: https://doaj.org/article/8cad1192ae804f4cba5611a770710ede

Comparing umbilical cord arterial blood gas findings in pregnancies with and without gestational diabetes mellitus following elective cesarean section: a multicenter retrospective cohort study in Iran

Authors: Fatemeh Golshahi, Zufa Iqbal, Zahra Hamidi Madani, Zeynab Zamanpour, Behrokh Sahebdel, Nafiseh Saedi, Somayeh Khanjani, Jafar Golshahi, Mahboobeh Shirazi, Pegah Rashidian, Mohammadamin Parsaei

Source: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-10 (2025)

Subject Terms: Blood gas analysis, Cesarean section, Gestational diabetes mellitus, pH, Umbilical cord blood., Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2393

Access URL: https://doaj.org/article/8af96a438c344ffc87afe1acc668fb8f

Metabolic profiling and early prediction models for gestational diabetes mellitus in PCOS and non-PCOS pregnant women

Authors: Jin Wang, Can Cui, Fei Hou, Zhiyan Wu, Yingying Peng, Hua Jin

Source: European Journal of Medical Research, Vol 30, Iss 1, Pp 1-11 (2025)

Subject Terms: Gestational diabetes mellitus, Polycystic ovary syndrome, Untargeted metabolomics analysis, Prediction models, Medicine

File Description: electronic resource

Relation: https://doaj.org/toc/2047-783X

Access URL: https://doaj.org/article/a307af323cab4be8bdb778d542bcfc89

Development and validation of a prediction model for gestational diabetes mellitus risk among women from 8 to 14 weeks of gestation in Western China

Authors: Jiani Zhang, Qi Cao, Chihui Mao, Jinfeng Xu, Yaqian Li, Yi Mu, Guiqiong Huang, Daijuan Chen, Xixi Deng, Tingting Xu, Fan Zhou, Xiaodong Wang

Source: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-12 (2025)

Subject Terms: Clinical prediction model, Gestational diabetes mellitus, Nomogram, Screening, Women, Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2393

Access URL: https://doaj.org/article/451dcaca433f422695e0efbc884e7161

A prospective study of early pregnancy metal concentrations and gestational diabetes mellitus based on a birth cohort in Northwest China

Authors: Doudou Zhao, Jie Chen, Xiayang Li, Yishuai Huang, Yu Zhang, Fuyang Zhao, Danmeng Liu, Li Shan, Yang Mi, Lei Shang, Pengfei Qu

Source: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-11 (2025)

Subject Terms: Gestational diabetes mellitus, Metal level, Cu, Ca, Blood glucose, Threshold effect, Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2393

Access URL: https://doaj.org/article/e6a9a720bd91429fbcbdc484c5d765c6

Comparison of universal screening for gestational diabetes mellitus between one‐step and two‐step method among Thai pregnant women: A randomized control trial

Authors: Natthaphon Phoblap, Phudit Jatavan, Theera Tongsong

Source: Journal of Diabetes Investigation, Vol 16, Iss 4, Pp 728-734 (2025)

Subject Terms: Gestational diabetes mellitus, Glucose tolerance test, Universal screening, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://doaj.org/toc/2040-1116; https://doaj.org/toc/2040-1124

Access URL: https://doaj.org/article/a791ecd2602849c3832ac6f4c7ee4c65

Impact of maternal overweight/obesity and high fasting plasma glucose on adverse perinatal outcomes in early gestational diabetes mellitus

Authors: Noriyuki Iwama, Maki Yokoyama, Hiroshi Yamashita, Kei Miyakoshi, Ichiro Yasuhi, Maki Kawasaki, Naoko Arata, Shiori Sato, Yuko Iimura, Waguri Masako, Haruna Kawaguchi, Naoki Masaoka, Yoshiyuki Nakajima, Yuji Hiramatsu, Takashi Sugiyama, DREAMBee Study Gestational Diabetes Mellitus Group

Source: Journal of Diabetes Investigation, Vol 16, Iss 4, Pp 744-754 (2025)

Subject Terms: Early gestational diabetes mellitus, Fasting plasma glucose, Overweight/obesity, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://doaj.org/toc/2040-1116; https://doaj.org/toc/2040-1124

Access URL: https://doaj.org/article/c526fe2def354c84935947ba40a50fb8

Prediction of Gestational Diabetes Mellitus in The First Trimester: comparison of maternal fetuin-A, N-terminal pro-atrial natriuretic peptide, high-sensitivity C-reactive protein, and fasting glucose levels

Authors: Saz Jabali, Khalidah Amin

Source: Kirkuk Journal of Medical Sciences, Vol 13, Iss 1, Pp 46-53 (2025)

Subject Terms: gestational diabetes mellitus, hs-crp, maternal fetuin-a, n-terminal pro atrial natriuretic peptide, History of medicine. Medical expeditions, R131-687, General works, R5-130.5, Medical philosophy. Medical ethics, R723-726, Infectious and parasitic diseases, RC109-216, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282, Medical emergencies. Critical care. Intensive care. First aid, RC86-88.9, Dermatology, RL1-803, Nursing, RT1-120, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://kjms.uokirkuk.edu.iq/article_186874_43c23401fb1e919581154e164d473466.pdf; https://doaj.org/toc/2790-0207; https://doaj.org/toc/2790-0215

Access URL: https://doaj.org/article/9945dde9a56c4523af7201c30ff83f28

Utility of maternal A1c measurement in the second trimester for the diagnosis of gestational diabetes mellitus

Authors: Neval Cayonu Kahraman, Gonca Karatas Baran, Ozge Yucel Celik, Sitara Aslanova, Irem Ozge Uzunoglu Mehrasa, Dıcle Mutel Gurer, Ali Turhan Çaglar, Yaprak Engin Üstün

Source: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-11 (2025)

Subject Terms: Gestational diabetes mellitus, HbA1c, Oral glucose tolerance test, Poor obstetric outcome, Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2393

Access URL: https://doaj.org/article/fd3961ef930f4e3083c7c0fac777bac8

Exosomes derived from umbilical cord mesenchymal stem cells carryingmiR-296-3p improve symptoms of rat model with gestational diabetes mellitus

Authors: ZHAO Dan, LIU Tingxiang, ZHENG Chuwen, HE Wencong

Source: Jichu yixue yu linchuang, Vol 45, Iss 3, Pp 310-316 (2025)

Subject Terms: mir-296-3p, umbilical cord mesenchymal stem cell, exosome, gestational diabetes mellitus, immune function, Medicine

File Description: electronic resource

Relation: https://journal11.magtechjournal.com/Jwk_jcyxylc/fileup/1001-6325/PDF/1001-6325-2025-45-3-281-310.pdf; https://doaj.org/toc/1001-6325

Access URL: https://doaj.org/article/6f96b152f0a746ceb1c16b608f97278c

Associations of maternal cyclin-dependent kinase 5 regulatory subunit-associated protein 1-like 1(CDKAL1) gene variants with adverse pregnancy outcome in Chinese women

Authors: Shuoying Yue, Meng Su, Zihao Zhang, Jing Li, Junhong Leng, Weiqin Li, Jin Liu, Tao Zhang, Yijuan Qiao, Zhijie Yu, Gang Hu, Jun Ma, Xilin Yang, Hui Wang

Source: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-7 (2025)

Subject Terms: CDKAL1 gene, Adverse pregnancy outcome, Gestational diabetes mellitus, Low birth weight, Macrosomia, Gynecology and obstetrics, RG1-991

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2393

Access URL: https://doaj.org/article/08c3c384ab194d6ba113f03328a53505