Wisdom Oluchi Ikezogwo — accepted AI-conference papers

2025

MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives

Wisdom Oluchi Ikezogwo, Kevin Minghan Zhang, Mehmet Saygin Seyfioglu

NeurIPS 2025poster

Multi-modal models are data hungry. While datasets with natural images are abundant, medical image datasets can not afford the same luxury. To enable representation learning for medical images at scale, we turn to YouTube, a platform with a large reservoir of open-source medical pedagogical videos.…

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2023

Quilt-1M: One Million Image-Text Pairs for Histopathology

Wisdom Oluchi Ikezogwo, Mehmet Saygin Seyfioglu, Fatemeh Ghezloo, Dylan Stefan Chan Geva, Fatwir Sheikh Mohammed, Pavan Kumar Anand +2

NeurIPS 2023oral

Recent accelerations in multi-modal applications have been made possible with the plethora of image and text data available online. However, the scarcity of analogous data in the medical field, specifically in histopathology, has slowed comparable progress. To enable similar representation learning…

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