explainable-algorithms

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samanraftari / iscn-cytogenetic-explorer

Transparent educational parser for detecting and explaining cytogenetic patterns in synthetic ISCN-style karyotypes.

python machine-learning machine-learning-algorithms karyotype cytogenetics synthetic-data hematology streamlit iscn iscn-registration karyotype-visualization chromosome-analysis explainable-algorithms

Updated Jul 27, 2026
Python

2betforyou / medical-ai-linear-probe

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Does clinical co-occurrence strength predict when a medical VLM's internal representation of a finding is decodable but not causally used? Interpretability study on CheXagent-2-3b using activation probing and patching.

deep-learning medical-imaging radiology causal-inference interpretability probing chest-xray hallucination mechanistic-interpretability vision-language-model activation-patch explainable-algorithms

Updated Aug 20, 2026
Python

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