Evolution-informed prognostic modelling in myelodysplastic syndromes
ProgEvo and IPSS-M-Evo connect MDS evolutionary routes with leukemia-free and overall survival.
ProgEvoIPSS-M-EvoMDS
Science · Publications
Publications
Selected peer-reviewed and under-review work behind EvoClin frameworks, clinical evidence layers and cancer evolution modelling.
PROGMET framework for colorectal cancer
Evolution-informed prognostic and metastatic biomarkers for CRC dual risk modelling.
ProgMetCRCMetastasis
Cancer evolution and directed graphical models
Probabilistic approaches to infer temporal order, co-occurrence and clonal dependencies.
EvolutionGraphsInference
Computational oncology in hematologic malignancies
Research programs linking molecular evolution, risk stratification and outcome modelling.
HematologyAIOutcomes
Evidence layer
Guidelines, peer-reviewed evidence and cohort modelling
EvoClin combines published evidence with large patient cohorts to build interpretable clinical AI.