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Enhancing Bone Marrow Fibrosis Diagnosis: Clinical Evaluation of AI-Driven Continuous Indexing of Fibrosis (CIF)

MedXY Editorial Team•Sep 22, 2026•Hematology-Oncology
bone marrow fibrosisAI-assisted diagnosticshematopathologyquantitative pathology

Highlight

1. Continuous Indexing of Fibrosis (CIF) is an AI-enabled quantitative tool providing objective marrow fibrosis assessment.
2. CIF scores correlate strongly with traditional manual MF grading but offer improved diagnostic reproducibility.
3. CIF-assisted workflows enhance inter- and intra-observer agreement among hematopathologists.
4. AI integration does not increase the time required for slide assessment, supporting clinical feasibility.

Study Background

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This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication.

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