ESR Connect

Research Presentation Sessions: Imaging Informatics / Artificial Intelligence and Machine Learning

RPS 605b - Artificial intelligence for improvement of patient's care and radiologist's workflow

  • ECR 2022
  • 7 Lectures
  • 60 Minutes
  • 7 Speakers

Lectures

1
Introduction by the moderator

Introduction by the moderator

04:00Erik R. Ranschaert, Tilburg / NL

2
Quantifying operator and hardware variability in diagnostic ultrasound using principle component analysis and k-means clustering

Quantifying operator and hardware variability in diagnostic ultrasound using principle component analysis and k-means clustering

08:00Calvin Zhu, Unionville / CA

3
Detection of unreported clinically significant ascending aortic dilation by combination of computer vision (CV) algorithm and report processing

Detection of unreported clinically significant ascending aortic dilation by combination of computer vision (CV) algorithm and report processing

08:00Dana Stav, Tel Aviv-Yafo / IL

4
Amplifying the contrast of MR images using a DL method trained on synthetic images

Amplifying the contrast of MR images using a DL method trained on synthetic images

08:00Sonia Colombo Serra, Colleretto Giacosa / IT

5
Designing for appropriate trust in artificial intelligence: making machine learning usable for radiologists

Designing for appropriate trust in artificial intelligence: making machine learning usable for radiologists

08:00Rosa Verhoeven, Amersfoort / NL

6
Natural language processing for automatic evaluation of free text answers: a pilot study based on the EDIR examination

Natural language processing for automatic evaluation of free text answers: a pilot study based on the EDIR examination

08:00Fabian Stöhr, Mainz / DE

7
Additional dose reduction potential of vendor-agnostic deep learning models combined with conventional iterative reconstruction methods: a phantom study

Additional dose reduction potential of vendor-agnostic deep learning models combined with conventional iterative reconstruction methods: a phantom study

08:00Jisu Kim, Seongnam-si / KR

8
NAVIGATOR: an imaging biobank to precisely prevent and predict cancer, and facilitate the participation of oncologic patients to diagnosis and treatment

NAVIGATOR: an imaging biobank to precisely prevent and predict cancer, and facilitate the participation of oncologic patients to diagnosis and treatment

08:00Lorenzo Tumminello, Pisa / IT

Tags

    Moderators

    • Erik R. Ranschaert

      Turnhout / Belgium

    Speakers

    • Calvin Zhu

      Unionville / Canada

    • Dana Stav

      Tel Aviv / Israel

    • Sonia Colombo Serra

      Colleretto Giacosa / Italy

    • Rosa Verhoeven

      Amersfoort / Netherlands

    • Fabian Stöhr

      Mainz / Germany

    • Jisu Kim

      Seongnam-si / Korea, Republic of

    • Lorenzo Tumminello

      Pisa / Italy