Soumya Nandana Krishnan -

However, a critical limitation persists: most DL models function as "black boxes." They intake an ECG signal and output a diagnosis (e.g., "Atrial Fibrillation") without providing insight into why that decision was made. In a high-stakes environment like cardiology, where a misdiagnosis can be fatal, clinicians are understandably hesitant to rely on opaque algorithms.

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Known by the moniker "Soul of Dance" in creative circles, she has built a significant following as a performer and choreographer.