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Translational Medicine / 转化医学cfDNA Fragmentomics

Dimitris Mathios

PhD

🏢Johns Hopkins University School of Medicine🌐USA

Assistant Professor of Oncology

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Key Contributions

👥Biography 个人简介

Dimitris Mathios has been instrumental in developing the DELFI (DNA evaluation of fragments for early interception) approach that analyzes genome-wide cfDNA fragmentation patterns for multi-cancer detection. His research demonstrated that cancer-specific alterations in nucleosome positioning create detectable fragmentation signatures in plasma. His work on integrating fragment size ratios with machine learning classifiers has achieved high sensitivity for early-stage cancer detection across multiple tumor types.

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🧪Research Fields 研究领域

cfDNA fragment size analysis
DELFI fragmentomics
Genome-wide fragmentation mapping
Machine learning cancer detection
Lung cancer early detection

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-04-01 | All information from publicly available academic sources

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