Theme / Area: Informatics and Data Science
Beam Weaver AI: A Soft Actor–Critic Agent for Photon Transport in Water
Pedro Teles, João Melo
Verification of 3D gamma index evaluation in DoseCheck.
Eduardo Ruiz García, Javier Torres Donaire, Jesús Javier Rivas Morales, Elena Zambrano Salas, Aitor Ortega González, Jonathan Suárez Arteaga, Ana del Carmen Corbalán Mirete
Large-Scale AI Implementation Across a Swiss Radiology Network: Workflow Timings and Turnaround Time Improvements
Natalie Heracleous, Benoit Dufour, Octave Novarina, Benoit Rizk, Cyril Thouly, Sergey Morozov
Transforming Clinical Monte Carlo Workflows: pyPenred's Blender Interface for Intuitive DICOM-Based Patient Modeling and Simulation
Sergi Rodriguez, Sandra Oliver Gil, Gumersindo Verdú, Vicent Giménez-Alventosa
Middleware for Harmonised Metadata Indexing in Breast Imaging Datasets
Nadia Smith, Dominic Ward, Mark Halling-Brown, Alistair Mackenzie
Automated Generation of Planning CT DICOM Worklists from Record-and-Verify Scheduling
Paula Castillo Peña, Javier Díez Chamarro, Diego Bazo Sánchez, Tomás González González
From raw detector response to dosimetrically meaningful curves: Monte Carlo-guided interpretation of Dose3D-Future data with G4RT platform
Jakub Hajduga, Joanna Dudała, Tomasz Fiutowski, Damian Kabat, Kamila Kalecińska, Maciej Kopeć, Stefan Koperny, Dagmara Kulig, Bartłomiej Łach, Bartosz Mindur, Jakub Moroń, Bartłomiej Rachwał, Tomasz Szumlak, Piotr Wiącek
Genetic algorithms for density-based segmentation of mammography images
Eva Raina, Martina Oria, Massimo Salvi, Alessandra Manzin
AI-Driven Computational Modelling for Patient Stratification in Molecular Radiotherapy: Insights from a Multicentre Hyperthyroidism Dataset
Lidia Strigari, Lorenzo Spagnoli, Desirèe Deandreis, Lavinia Vija, Jan Taprogge, Florian Buettner, Matthew Blackledge, Glenn Flux
Designing a Scalable and Maintainable QA Platform for Continuous Monitoring of AI-Based Autocontouring in Radiotherapy
Gabriele Palazzo, Marco Paganelli, Sara Broggi, Roberta Castriconi, Antonella del Vecchio, Claudio Fiorino
Development of a fast Monte Carlo proton transport simulation software using SYCL
Declan Daniel Garvey, Fernando Hueso Gonzalez, Gabriela Llosá Llácer
AI-based fitting for PRIMO parameters in linac simulation.
Javier Jiménez-Albericio, Nuria Gómez González, Celia Castán Guerrero, Raquel Castro Moreno, Alejandro García-Romero, Héctor Gómez-Pérez, Patricia López-Blanco Díaz, Elena González-González, Daniel Vera-Tena, Beatriz García-Costa, Alejandro Barranco-López, Sheila Calvo-Carrillo, Pablo Ortega-Pardina, Andrés Bataller-Martí, Pedro Ruiz-Manzano