Print

 

Assoc. Prof. Dr. Tadas Žvirblistadas zvirblis

Department: Interdisciplinary Statistical Research Group
Position: Researcher, Project Senior Researcher

Address: Akademijos st. 4, room 604A, Vilnius
Tel.: +370 655 71481
E-mail:  

Scientist profile: CV Google Scholar profilis ORCID profilis reseracher id ResearchGate profilis

 

 

Scientific qualification

2004-2008: Bachelor of Statistics

2008-2010: Master of Statistics

2018-2022: Doctor of Technology

Moksliniai interesai

Biostatistics:

  • standardization of biomedical data
  • preparation of a statistical analysis plan for biomedical research
  • regression models
  • survival analysis
  • natural language models for unstructured data
  • medical image processing

Statistics in mechanical engineering:

  • prognostic and classification models
  • application of artificial intelligence algorithms

Scientific publications

Publications with Institute of Data Science and Digital Technologies affiliation

Proktinė veikla DMSTI

 Period Project name Project No. Position
2023–2026 Resolving complex outcomes in 15q13.3 copy number variants using emerging diagnostic and biomarker tools S-EJP RD-23-1  Senior Researcher
2022–2024 Development of artificial intelligence methods for prediction and classification of mechatronic systems parameters P-PD-22-036 Postdoctoral fellow

Ph.D. Supervision

Gajane Mikalkėnienė

  • Dissertation topic: Development of deep learning methods for depression diagnosis based on EEG signal analysis
  • Science field: Informatics (N 009)
  • Doctoral supervisor:
      • From 2023-10-01 to 2025-02-11: Dr. Jolita Bernatavičienė
      • From 2025-02-12: Dr. Tadas Žvirblis 
  • Period of study: 1st October 2023–31th January 2028
  • Research object: Deep learning algorithms for classifying electroencephalographic signals.
  • Objective: To develop an artificial neural network model for classifying electroencephalograms based on differences in functional connectivity between patients with mental health disorders and healthy subjects.
  • Defended: studies continue