Poster session
Artificial intelligence I

Programme

• 14:00 – 14:04 3 Min. 1 Min.

  • Eposter presentation
  • PP01.02

  An automated machine learning-based workflow for personalized breast radiation dosimetry in CT

  • Dr. Eleftherios Tzanis (Heraklion / GR)

   Artificial intelligence, Radiation protection
• 14:04 – 14:08 3 Min. 1 Min.

  • Eposter presentation
  • PP01.04

  A deep learning-based tool for auto-segmentation for brain metastases radiosurgery

  • Dr. Bianca Bordigoni (Monza / IT)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 14:08 – 14:12 3 Min. 1 Min.

  • Eposter presentation
  • PP01.05

  Development and external validation of a DL-based CTV segmentation model on a large multicentric dataset in the case of whole-breast radiotherapy treatment

  • Gabriele Palazzo (Milan / IT)

   Artificial intelligence, Clinical radiotherapy
• 14:12 – 14:16 3 Min. 1 Min.

  • Eposter presentation
  • PP01.06

  AI assisted tumor tracking in 1.5 T MRgRT based on transfer learning from 0.35 T

  • Dr. Yiling Wang (Chengdu / CN)

   Artificial intelligence, MRI, audiology and other non-ionising modalities
• 14:16 – 14:20 3 Min. 1 Min.

  • Eposter presentation
  • PP01.07

  Structured data extraction from echocardiography notes using pre-trained Bidirectional Encoder Representations from Transformers (BERT) models

  • Dr. Finn Krewer (Galway / IE)

   Artificial intelligence, MRI, audiology and other non-ionising modalities
• 14:20 – 14:24 3 Min. 1 Min.

  • Eposter presentation
  • PP01.08

  Data-driven stopping power calibration of the treatment planning x-ray CT using sparse-view ion radiographies

  • Ines Butz (Garching / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 14:24 – 14:28 3 Min. 1 Min.

  • Eposter presentation
  • PP01.09

  AI-based imaging error reduction in radial cine-MRI: A proof of concept

  • Zhuojie Sui (Garching / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 14:28 – 14:32 3 Min. 1 Min.

  • Eposter presentation
  • PP01.11

  Improved prognostic stratification and radiation-induced fibrosis prediction after stereotactic body radiation therapy (SBRT) for early stage non-small cell lung cancer (NSCLC) via radiomics and dosiomics

  • Dr. Patrick Salome (Heidelberg / DE)

   Artificial intelligence, Clinical radiotherapy
• 14:32 – 14:36 3 Min. 1 Min.

  • Eposter presentation
  • PP01.12

  Deep learning for x-ray CT calibration based on proton radiographies in pre-clinical proton therapy

  • Chiara Tinelli (Garching / DE)

   Artificial intelligence, Innovative radiotherapy and medical imaging
• 14:36 – 14:40 3 Min. 1 Min.

  • Eposter presentation
  • PP01.13

  Characterisation of an artificial intelligence based noise cancellation software general x-ray systems

  • Dara O'Gallchobhair (Dublin / IE)

   Artificial intelligence, Diagnostic and interventional radiology
• 14:40 – 14:44 3 Min. 1 Min.

  • Eposter presentation
  • PP01.14

  Feasibility of using multi-output Gaussian processes to model anatomical changes for paediatric applications

  • Dr. Angela Davey (Manchester / GB)

   Artificial intelligence, Innovative radiotherapy and medical imaging