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20242026
most citedIntegrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data

1 citations · 2 across the 6 of their papers we have counts for

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cs.CL2025

CAuSE: Decoding Multimodal Classifiers using Faithful Natural Language Explanation

Dibyanayan Bandyopadhyay, Soham Bhattacharjee, Mohammed Hasanuzzaman +1

Multimodal classifiers function as opaque black box models. While several techniques exist to interpret their predictions, very few of them are as intuitive and accessible as natur…

cs.LG2025★ 1 cited

Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data

Sheresh Zahoor, Pietro Liò, Gaël Dias +1

Healthcare decision-making requires not only accurate predictions but also insights into how factors influence patient outcomes. While traditional Machine Learning (ML) models exce…