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Collin M. Stultz

6 papers hereh-index 333.5k citations109 works total

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

author position
  • middle author3
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG6
same name
  • Collin M. Stultz — 3 papers, h 4
  • Collin M. Stultz — 2 papers, h 2
  • Collin M. Stultz — 1 paper, h 0

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedPatient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling

52 citations · 68 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Deep Metric Learning for the Hemodynamics Inference with Electrocardiogram Signals

Hyewon Jeong, Collin M. Stultz, Marzyeh Ghassemi

Heart failure is a debilitating condition that affects millions of people worldwide and has a significant impact on their quality of life and mortality rates. An objective assessme…

cs.LG2023★ 1 cited

Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series

Aniruddh Raghu, Payal Chandak, Ridwan Alam +2

Self-supervised learning (SSL) for clinical time series data has received significant attention in recent literature, since these data are highly rich and provide important informa…

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