4 papers
MammoWise: Multi-Model Local RAG Pipeline for Mammography Report Generation
Raiyan Jahangir, Nafiz Imtiaz Khan, Amritanand Sudheerkumar +1
Screening mammography is high volume, time sensitive, and documentation heavy. Radiologists must translate subtle visual findings into consistent BI-RADS assessments, breast densit…
Multi-Ecosystem Modeling of OSS Project Sustainability
Arjun Ashok, Nafiz Imtiaz Khan, Swati Singhvi +3
Many OSS projects join foundations such as Apache, Eclipse, and OSGeo, to aid their immediate plans and improve long-term prospects by getting governance advice, incubation support…
Leveraging Language Models to Discover Evidence-Based Actions for OSS Sustainability
Nafiz Imtiaz Khan, Vladimir Filkov
When successful, Open Source Software (OSS) projects create enormous value, but most never reach a sustainable state. Recent work has produced accurate models that forecast OSS sus…
Intelligent Documentation in Medical Education: Can AI Replace Manual Case Logging?
Nafiz Imtiaz Khan, Kylie Cleland, Vladimir Filkov +1
Procedural case logs are a core requirement in radiology training, yet they are time-consuming to complete and prone to inconsistency when authored manually. This study investigate…