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Ronald M. Summers

4 papers hereh-index 73.6k citations15 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.AI1
same name
  • Ronald M. Summers — 6 papers, h 7
  • Ronald M. Summers — 3 papers, h 4
  • Ronald M. Summers — 1 paper, h 5
  • Ronald M. Summers — 1 paper, h 1
  • Ronald M. Summers — 1 paper, h 13

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

most citedEntry-level guide to the use of large language models for medical research

2 citations · 2 across the 1 of their papers we have counts for

collaborators

4 papers

cs.AI2026★ 2 cited

Entry-level guide to the use of large language models for medical research

Qiao Jin, Nicholas Wan, Robert Leaman +20

Frontier large language models (LLMs), such as GPT-5, Claude 4.5, Gemini 3, Llama 4, and DeepSeek-R1, represent a transformative class of AI tools capable of revolutionizing variou…

cs.CV2026

CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification

Hexin Dong, Yi Lin, Pengyu Zhou +25

Chest X-ray (CXR) interpretation is hindered by the long-tailed distribution of pathologies and the open-world nature of clinical environments. Existing benchmarks often rely on cl…

cs.CV2026

CT-Bench: A Benchmark for Multimodal Lesion Understanding in Computed Tomography

Qingqing Zhu, Qiao Jin, Tejas S. Mathai +10

Artificial intelligence (AI) can automatically delineate lesions on computed tomography (CT) and generate radiology report content, yet progress is limited by the scarcity of publi…

cs.CV2025

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

Mingquan Lin, Gregory Holste, Song Wang +30

The CXR-LT series is a community-driven initiative designed to enhance lung disease classification using chest X-rays (CXR). It tackles challenges in open long-tailed lung disease…

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