GitHub

ProFSAM – Promptable Fire Segmentation using SAM2

To run the notebooks, you must first clone/download the official SAM2.1, MobileSAM, and TinySAM repositories from their respective sources, then place the provided script/ folders from this repo into ...
GitHub

ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations

@article{chiaroni2025promi, title={ProMi: An Efficient Prototype-Mixture Baseline for Few-Shot Segmentation with Bounding-Box Annotations}, author={Chiaroni, Florent and Ayub, Ali and Ahmad, Ola}, ...
Journal of Medical Internet Research

Extended Grammar of Systematized Nomenclature of Medicine – Clinical Terms for Semantic Representation of Clinical Data: Methodological Study

Results: This approach enabled the semantic representation of over 119,000 distinct data elements covering 13 billion instances. By extending the grammar, we successfully addressed critical ...
Journal of Medical Internet Research

Patients’ Experiences With Using a Digital Platform for Chat-Based Consultation in Primary Health Care in Sweden: Qualitative Study

Objective: This study aims to explore patients’ experiences using the digital platform 1177-direkt for chat-based consultations in Swedish primary health care, with a focus on understanding their ...
IEEE

Unifying Spatial and Semantic Augmentation Strategies for Cross-Domain Semi-Supervised Medical Image Segmentation

Abstract: Medical image datasets often suffer from inadequate labeling, primarily due to ethical constraints, expertise challenges, and high annotation costs. In addition, domain shifts, resulting ...
IEEE

Hierarchical Prototype Learning With Uncertainty-Aware Adaptation for Cross-Domain Semantic Segmentation of Remote Sensing Images

Abstract: Prominent domain discrepancies in remote sensing images (RSIs), such as sensor types, geographical patterns, and land usage, significantly hinder the research and practical applications of ...