Research & Publications
Adam Kaniasty's research includes a 2025 radiomic medical data publication and Mi-Crow, an engineering thesis on mechanistic interpretability of language models.
My research-related work includes medical imaging software and tooling for interpreting language models.
Radiomic Medical Data Transformation for Radiologists Support
Marcin Luckner, Paweł Gelar, Agata Kaczmarek, Adam Kaniasty, Bartosz Kochanski, Tymoteusz Kwiecinski, Wiktoria Mieleszczenko-Kowszewicz, Przemysław Biecek.
ISD2025 Proceedings, International Conference on Information Systems Development, 2025. Poster.
The research presents a CT processing pipeline that converts images, segments organs, extracts features and renders reports for radiologists. I co-authored the paper; my application engineering role is described in the xLungs case study.
DOI: 10.62036/ISD.2025.112 · Publication record and paper · xLungs application architecture and my role
Engineering thesis: Mi-Crow
I co-developed Mi-Crow with Hubert Kowalski at Warsaw University of Technology, supervised by Vladimir Zaigrajew and Przemysław Biecek. It provides Python tools for activation analysis, sparse autoencoder training and concept-based model steering.
Mi-Crow project and technical details · Source and thesis context