Search Results for author: Noel C Codella

Found 2 papers, 1 papers with code

3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology

1 code implementation23 Nov 2023 Asma Ben Abacha, Alberto Santamaria-Pang, Ho Hin Lee, Jameson Merkow, Qin Cai, Surya Teja Devarakonda, Abdullah Islam, Julia Gong, Matthew P. Lungren, Thomas Lin, Noel C Codella, Ivan Tarapov

The increasing use of medical imaging in healthcare settings presents a significant challenge due to the increasing workload for radiologists, yet it also offers opportunity for enhancing healthcare outcomes if effectively leveraged.

Medical Image Retrieval Retrieval

MA-CLIP: Towards Modality-Agnostic Contrastive Language-Image Pre-training

no code implementations29 Sep 2021 Haoxuan You, Luowei Zhou, Bin Xiao, Noel C Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan

Large-scale multimodal contrastive pretraining has demonstrated great utility to support high performance in a range of downstream tasks by mapping multiple modalities into a shared embedding space.

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