3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Signal Fidelity Index-Aware Calibration for Dementia Predictions Across Heterogeneous Real-World Data
Jingya Cheng, Jiazi Tian, Federica Spoto +3
\textbf{Background:} Machine learning models trained on electronic health records (EHRs) often degrade across healthcare systems due to distributional shift. A fundamental but unde…
stat.ME2025
Quantifying Diagnostic Signal Decay in Dementia: A National Study of Medicare Hospitalization Data
Federica Spoto, Jiazi Tian, Jonas Hügel +7
Background: Artificial intelligence (AI) models in healthcare depend on the fidelity of diagnostic data, yet the quality of such data is often compromised by variability in clinica…
cs.LG2023★ 3 cited
tSPM+; a high-performance algorithm for mining transitive sequential patterns from clinical data
Jonas Hügel, Ulrich Sax, Shawn N. Murphy +1
The increasing availability of large clinical datasets collected from patients can enable new avenues for computational characterization of complex diseases using different analyti…