3 papers
cs.CV2026
Taxlifier: Leveraging Disease Taxonomy for Enhanced Multi-Label Classification in Chest Radiography
Mohammad S. Majdi, Jeffrey J. Rodriguez
Accurate and efficient classification of thoracic diseases in chest X-ray (CXR) images is crucial for timely diagnosis and treatment. However, the presence of multiple pathologies…
econ.GN2024
How Small is Big Enough? Open Labeled Datasets and the Development of Deep Learning
Daniel Souza, Aldo Geuna, Jeff Rodríguez
We investigate the emergence of Deep Learning as a technoscientific field, emphasizing the role of open labeled datasets. Through qualitative and quantitative analyses, we evaluate…
cs.LG2023
Crowd-Certain: Label Aggregation in Crowdsourced and Ensemble Learning Classification
Mohammad S. Majdi, Jeffrey J. Rodriguez
Crowdsourcing systems have been used to accumulate massive amounts of labeled data for applications such as computer vision and natural language processing. However, because crowds…