Maryam Tayefi Nasrabadi

Bio

Maryam Tayefi is a senior researcher at the Norwegian Centre for E-health Research. She is a Statistician and has many experiences in analysing health data sets using classical statistical methods and machine learning algorithms. She got her Bachelor and Master degrees in Statistics from Azad University of Mashhad, Iran. Also, she got her M.phil in Statistics (2010) and PhD in data mining (2013) from Pune University, Pune, India. Then, she worked as a post doctoral researcher at Mashhad University of Medical Sciences (MUMS), Mashhad, Iran (2015). Since 2016, She was a Research Assistant Professor at Faculty of Medicine, MUMS. During this period, she worked on different health data sets and she was a co-supervisor of many MSc, PhD and General medicine students and also specialist and sub-specialist physicians.

She got the best researcher prize of MUMS in 2018.

Her research interest is in prediction models with both classical statistical models and machine learning algorithms. She has been involved in the area of analysing unstructured data such as clinical text.

Maryam Tayefi Nasrabadi

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Telefon: 90417880

Stilling: Seniorforsker

Avdeling: Helsedata og analyse


CRIStin-profil

Maryams prosjekter

Prosjekttittel År Tema Prosjektledelse
PACT I og II 2015 - 2021 Pasientforløp
Gro Berntsen
Økonomisk evaluering av pasientsentrert helsetjenesteteam 2015 - 2021 Pasientforløp
Trine Strand Bergmo
Elektronisk fenotyping for klinisk bruk i Norge 2019 - 2020 Helsedata
Alexandra Makhlysheva
Kunnskapsoppsummering for implementering av KI i helsetjenesten 2021 - 2022 Helsedata
Phuong Dinh Ngo
WARIFA: Watching the risk factors: Artificial intelligence and the personalized prevention and management of chronic conditions 2021 - 2024 Innbyggertjenester
Helsedata
Conceição Granja Thomas Roger Schopf
ClinCode Datamaskinstøttet klinisk ICD-10 koding for å forbedre effektiviteten og kvaliteten i helsetjenesten 2021 - 2023 Helsedata
Hercules Dalianis
Identification of multimorbid patients with impactable risk profiles using artificial intelligence, the IM-PACT method 2021 - 2023 Pasientforløp
Helsedata
Gro Berntsen Maryam Tayefi Nasrabadi

Maryams publikasjoner i Cristin

Tittel År Kategori
Association between a genetic variant in scavenger receptor class B type 1 and its role on codon usage bias with increased risk of developing coronary artery disease 2021 Academic article
Association between serum Vitamin E concentrations and the presence of Metabolic Syndrome: A population-based cohort study 2021 Academic article
Factors determining the serum 25-hydroxyvitamin D response to vitamin D supplementation: Data mining approach 2021 Short communication
Normative serum lipid profiles in the Iranian adult population 2021 Letter to the editor
Effect of low-fat dairy products fortified with 1500IU nano encapsulated vitamin D3 on cardiometabolic indicators in adults with abdominal obesity: a total blinded randomized controlled trial 2021 Academic article
Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation 2021 Academic article
Association of healthy eating index and the alternative healthy eating index with the cell blood count indices 2021 Academic article
Potential value and impact of data mining and machine learning in clinical diagnostics 2021 Academic literature review
Machine Learning in Chronic Pain Research: A Scoping Review 2021 Academic literature review
Ustrukturerte data fra pasientjournaler kan gi bedre behandlig 2021 Interview
Challenges and opportunities beyond structured data in analysis of electronic health records 2021 Academic literature review
Evaluation of the association between the healthy eating index and the level of serum and dietary intake of copper and zinc 2020 Academic article
Utforsking av elektronisk fenotyping for klinisk praksis 2020 Report
Exploring electronic phenotyping for clinical practice in Norwegian settings 2020 Report
50 bp deletion in promoter superoxide dismutase 1 gene and increasing risk of cardiovascular disease in Mashhad stroke and heart atherosclerotic disorder cohort study 2020 Academic article
Comprehensive laboratory reference intervals for routine biochemical markers and pro-oxidant-antioxidant balance (PAB) in male adults 2020 Academic article
Dietary Inflammatory Index is associated with Healthy Eating Index, Alternative Healthing Eating Index, and dietary patterns among Iranian adults 2020 Academic article
Association of a genetic variant in the AKT gene locus and cardiovascular risk factors 2020 Academic article
Risk-Averse Food Recommendation Using Bayesian Feedforward Neural Networks for Patients with Type 1 Diabetes Doing Physical Activities 2020 Academic article
Altered serum Zinc and Copper in Iranian Adults who were of normal weight but metabolically obese 2019 Academic article
Machine learning, health analytics and AI: Lessons from Norway 2019 Academic lecture
Food recommendation using machine learning for physical activities in patients with type 1 diabetes 2019 Academic article
Incidence and Risk Factors of Common Viral Infections among Renal Transplant Recipients during the First Year Post-Transplant in North-eastern Iran 2019 Academic article
Determinants of the magnitude of response to vitamin D supplementation in adolescent girls identified using a decision tree algorithm 2019 Academic article

Maryams prosjektrapporter

Rapportnr. Tittel Forfatter(e)
2020 04 Utforsking av elektronisk fenotyping for klinisk praksis Alexandra Makhlysheva, Phuong Dinh Ngo, Maryam Tayefi Nasrabadi, Torbjørn Torsvik, Taridzo Chomutare
2020 03 Exploring electronic phenotyping for clinical practice in Norwegian settings Alexandra Makhlysheva, Maryam Tayefi Nasrabadi, Phuong Dinh Ngo, Taridzo Chomutare, Torbjørn Torsvik

Maryams faktaark

Faktaark nr Tittel Kontaktperson(er)
2020 01 Utforsking av elektronisk fenotyping for klinisk praksis Alexandra Makhlysheva Anne Torill Nordsletta Maryam Tayefi Nasrabadi Taridzo Chomutare