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researcher

K. Dufendach

3 papers hereh-index 12519 citations41 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedCounterfactual Phenotyping with Censored Time-to-Events

27 citations · 27 across the 3 of their papers we have counts for

collaborators

3 papers

cs.RO2024

Bifurcation Identification for Ultrasound-driven Robotic Cannulation

Cecilia G. Morales, Dhruv Srikanth, Jack H. Good +2

In trauma and critical care settings, rapid and precise intravascular access is key to patients' survival. Our research aims at ensuring this access, even when skilled medical pers…

cs.LG2023

Global Deep Forecasting with Patient-Specific Pharmacokinetics

Willa Potosnak, Cristian Challu, Kin G. Olivares +2

Forecasting healthcare time series data is vital for early detection of adverse outcomes and patient monitoring. However, it can be challenging in practice due to variable medicati…

cs.LG2022★ 27 cited

Counterfactual Phenotyping with Censored Time-to-Events

Chirag Nagpal, Mononito Goswami, Keith Dufendach +1

Estimation of treatment efficacy of real-world clinical interventions involves working with continuous outcomes such as time-to-death, re-hospitalization, or a composite event that…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.