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siham amara, Research Scientist

siham amara

Research Scientist·NoonIntelligence Lab

United Arab Emirates

Doctorate, Medical Biophysics

Work experience

Total years of experience: 8 years, 5 months

Research Scientist

January 2023 - Present

NoonIntelligence Lab

Abu Dhabi, United Arab Emirates

January 2023 - Present

Led AI initiatives across cardiovascular real-world evidence, microbiome multi-omics, 3D medical vision, and precision medicine. Drove computer vision and imaging work for neuroimaging, AR surgical planning, and oocyte quality assessment. Oversaw R&D in holographic medical imaging, cognitive phenotyping, and population-level EHR analytics to support advanced clinical decision-making.
Company industry:
Biotechnology
Job role:
Research and Development

AI Research Scientist

January 2018 - January 2024

Health Network

Toronto, Canada •Hybrid

January 2018 - January 2024

Developed 3D medical vision models, neuroimaging analyses, and transcriptomics-based AI for precision medicine and radiation oncology. Contributed to federated learning, explainable AI, real-world evidence generation, and biomarker discovery to improve clinical decision support.
Company industry:
Biotechnology
Job role:
Research and Development

Education

University of Toronto

December 2025

December 2025

Doctorate, Medical Biophysics

Canada

Dissertation: Deep Learning for Medical Image Segmentation and Detection in Radiology and Radiation Oncology. Honors/Awards: Awards for UofT PhD.

Paris 1 Panthéon-Sorbonne University

August 2012

August 2012

Master's degree, Computer and Cognitive Sciences

France

Dissertation: Improving the Explainability of Deep Learning Models in Alzheimer’s Diagnosis Using Domain-Specific Ontologies. Honors/Awards: Valedictorian for Master.

Skills

Structural & Functional Neuroimaging Analysis
Expert
Structural & Functional Neuroimaging Analysis
Expert
Biomarker Discovery
Expert
Biomarker Discovery
Expert
Explainable AI (XAI)
Expert
Explainable AI (XAI)
Expert
3D Medical Vision & Foundation Models
Expert
3D Medical Vision & Foundation Models
Expert
Research leadership
Expert
Research leadership
Expert
Real-World Evidence Generation
Expert
Real-World Evidence Generation
Expert
Foundation AI Models for Healthcare
Expert
Foundation AI Models for Healthcare
Expert
Deep Learning
Expert
Deep Learning
Expert
Precision Medicine & Therapeutics
Expert
Precision Medicine & Therapeutics
Expert
Clinical Decision Support
Expert
Clinical Decision Support
Expert
Scientific innovation
Expert
Scientific innovation
Expert
Transformer Models
Expert
Transformer Models
Expert
Stakeholder collaboration
Expert
Stakeholder collaboration
Expert
Machine Learning
Expert
Machine Learning
Expert
Academic research
Expert
Academic research
Expert
Trustworthy & Responsible AI
Expert
Trustworthy & Responsible AI
Expert
Federated Learning
Expert
Federated Learning
Expert
Grant-funded projects
Expert
Grant-funded projects
Expert
Transcriptomics-Based AI & Radiation Oncology AI
Expert
Transcriptomics-Based AI & Radiation Oncology AI
Expert
Cognitive Phenotyping & Mental Processing Speed
Expert
Cognitive Phenotyping & Mental Processing Speed
Expert
Clinical AI
Expert
Clinical AI
Expert
Reproducible research
Expert
Reproducible research
Expert
Radiology AI
Expert
Radiology AI
Expert
Research Design
Expert
Research Design
Expert
Medical Image Segmentation
Expert
Medical Image Segmentation
Expert
PyTorch
Expert
PyTorch
Expert
Computational Biology
Expert
Computational Biology
Expert
Scientific Writing
Expert
Scientific Writing
Expert
Python
Expert
Python
Expert
Multi-omics Analysis
Expert
Multi-omics Analysis
Expert
Biomedical Imaging
Expert
Biomedical Imaging
Expert
Scholarly writing
Expert
Scholarly writing
Expert
Interdisciplinary scholarship
Expert
Interdisciplinary scholarship
Expert
Peer-reviewed publication
Expert
Peer-reviewed publication
Expert
Computational research
Expert
Computational research
Expert
Conference presentations
Expert
Conference presentations
Expert
Product innovation
Expert
Product innovation
Expert
Teaching and mentorship
Expert
Teaching and mentorship
Expert
Research dissemination
Expert
Research dissemination
Expert

Languages

Arabic
Intermediate
English
Native Speaker
French
Native Speaker

Training and Certifications

Certifications
Certificat de spécialisation Analyste de données massives
CNAM
Oct 2015
Training
Responsible Conduct of Research
Responsible Conduct of Research
Jan 2020
Show credentials

Hobbies

  • Neuroscience
    translating complex scientific and technical information into actionable insights, including literature reviews, market and competitive analysis, data interpretation, proposal development, and AI-enabled research workflows across healthcare, biotechnology, and emerging technologies.