From the 1 of 4 linked papers with an AI index.
4 papers
Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning
Vincent Ochs, Christoph Kuemmerli, Florentin Bieder +12
The paper introduces a fully automated deep learning system that combines 3D contrast‑enhanced CT scans with routine clinical variables to classify pancreatic cancer patients into…
Magnet-Free Proton Therapy with 4D Pencil Beam Delivery Optimisation
Nair N von Muehlenen, Florentin Bieder, Ye Zhang +1
Objective. Motion management is a critical challenge in proton therapy for mobile tumours. This study aims to develop and evaluate a novel four-dimensional (4D) pencil beam deliver…
Denoising Diffusion Models for Anomaly Localization in Medical Images
Cosmin I. Bercea, Philippe C. Cattin, Julia A. Schnabel +1
This review explores anomaly localization in medical images using denoising diffusion models. After providing a brief methodological background of these models, including their app…
TabINR: An Implicit Neural Representation Framework for Tabular Data Imputation
Vincent Ochs, Florentin Bieder, Sidaty el Hadramy +4
Tabular data builds the basis for a wide range of applications, yet real-world datasets are frequently incomplete due to collection errors, privacy restrictions, or sensor failures…