29 citations · 58 across the 9 of their papers we have counts for
3 papers · 1 filter
Spatial Action Review: A Visual Analytics Dashboard for Auditing Language-to-Action Hand-offs in Electron Microscopy
Samia Mohinta, Albert Cardona
Multimodal large language models (MLLMs) are increasingly explored as interfaces for scientific image analysis, where a visual question-answering (VQA) response may be paired with…
Catena: A Comprehensive Software Suite for Large-Scale Connectomics
Samia Mohinta, Pedro Gómez-Gálvez, Shi Yan Lee +5
The gold standard datasets for mapping connectomes are electron microscopy volumes of densely labeled neural tissue at nanometer resolution. Yet reconstructing and proofreading neu…
Fairboard: a quantitative framework for equity assessment of healthcare models
James K. Ruffle, Samia Mohinta, Chris Foulon +5
Despite there now being more than 1,000 FDA-authorised AI medical devices, formal equity assessments -- whether model performance is uniform across patient subgroups -- are rare. H…