Dr. Dumitrascu Group

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Biography

The Dumitrascu Group at Columbia University focuses on investigating latent space living systems using machine learning morphogenesis across species scales. Their research is centered around statistical machine learning applied to biomedical data, with an emphasis on developing computational tools for the analysis of genomic data at spatio-temporal scales. The group's mission is to enhance our understanding of cellular behavior, specifically cell fate decision-making, collective behavior, and self-organization in biological systems. They employ experimental design principles and multi-modal data analysis techniques, ensuring the interpretations derived from their machine learning applications are both interpretable and applicable within biological contexts.

Research Interests

Requirements for Columbia University

Doctorate Program
Requirements
GPA Requirement
Required:3
TOEFL
Total
Required:100
IELTS
Overall
Required:7.5
Prerequisites
Bachelor's degree or international equivalent
Application Checklist
  • Online application
  • Transcripts
  • Statement of Academic Purpose
  • Personal Statement
  • Three letters of recommendation
  • CV or Resume
  • Application fee
Specialization Notes

Department of Anthropology (GSAS)