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#interpretability
— top 20, last 30d
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Causal circuit tracing reveals distinct computational architectures in single-cell foundation models: inhibitory dominance, biological coherence, and cross-model convergence.
(academic.oup.com)
Kendiukhov I
Bioinformatics
2026-06-15
#interpretability
#transcriptomics
#circuit analysis
#autoencoders
#language model
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Large language models accurately identify decision reasons in verbal reports.
(pnas.org)
Fulawka K
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Wulff DU
PNAS
2026-06-30
#decision-making
#natural language processing
#behavioral-economics
#interpretability
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An interpretable deep learning framework uncovers features governing CRISPR-Cas9 genome-editing efficiency.
(academic.oup.com)
Bakhtiyari N
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Kumar S
Bioinformatics
2026-07-02
#crispr
#deep learning
#genome editing
#interpretability
#sequence analysis
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EssTFNet: integration of adaptive time-frequency and DNA language models for interpretable human essential gene prediction.
(academic.oup.com)
Ye DX
…
Jin YT
Briefings in Bioinformatics
2026-07-03
#essentiality
#deeplearning
#prediction
#interpretability
#genomics
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A unified multi-task framework enables interpretable chest radiograph analysis.
(linkinghub.elsevier.com)
Xu L
…
Zhang S
Cell Med
2026-07-10
#radiology
#interpretability
#deep learning
#imaging
#segmentation