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researcher

Jacob Sunshine

7 papers hereh-index 6613 citations10 works total

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

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL2
  • cs.LG2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedTowards Accurate Differential Diagnosis with Large Language Models

63 citations · 113 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CY2023★ 63 cited

Towards Accurate Differential Diagnosis with Large Language Models

Daniel McDuff, Mike Schaekermann, Tao Tu +25

An accurate differential diagnosis (DDx) is a cornerstone of medical care, often reached through an iterative process of interpretation that combines clinical history, physical exa…

cs.CL2023★ 36 cited

Large Language Models are Few-Shot Health Learners

Xin Liu, Daniel McDuff, Geza Kovacs +7

Large language models (LLMs) can capture rich representations of concepts that are useful for real-world tasks. However, language alone is limited. While existing LLMs excel at tex…

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