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researcher

Katherine A. Heller

6 papers hereh-index 9447 citations15 works total

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

author position
  • middle author3
  • last author2

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • q-bio.NC1
same name
  • Katherine A. Heller — 2 papers, h 3

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
20222024
most citedThe Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa

21 citations · 71 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

q-bio.NC2024★ 15 cited

Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study

David Benrimoh, Caitrin Armstrong, Joseph Mehltretter +8

INTRODUCTION: The pharmacological treatment of Major Depressive Disorder (MDD) relies on a trial-and-error approach. We introduce an artificial intelligence (AI) model aiming to pe…

cs.AI2024★ 21 cited

The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa

Mercy Asiedu, Awa Dieng, Iskandar Haykel +7

With growing application of machine learning (ML) technologies in healthcare, there have been calls for developing techniques to understand and mitigate biases these systems may ex…

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