Back
Delegates Premium Access

Deep learning-based multitask model for 12-lead electrocardiogram delineation, rhythm analysis, and median beat construction

Session: Multimodal AI, multitask AI and foundation models
Topic: Deep Learning
Speaker: Mr B. Arends (Utrecht, NL)
Event: ESC Digital & AI Summit 2025

Congress Presentation

Add to my library

Like

About the speaker

Mr Bauke Arends

University Medical Center Utrecht, Utrecht (Netherlands (The))
0 follower

6 more presentations in this session

Contrastive learning to enrich ECG with cardiac MRI to predict structural features and cardiovascular disease

Speaker: Mr S. Ruiperez-Campillo (Zurich, CH)

Access
Abstract
Slides
Like
Thumbnail

Challenges in the application of ECG foundation models to out-of-domain populations: an evaluation in professional athletes

Speaker: Doctor C. Goelz (Munich, DE)

Access
Abstract
Slides
Like
Thumbnail

Transformer-based ECG foundation and deep learning models for assessment of left ventricular systolic dysfunction

Speaker: Professor A. Bollmann (Leipzig, DE)

Access
Abstract
Slides
Like
Thumbnail

Explainable visual transformer based scoring of CAD-RADS from coronary CT angiography multiplanar projections

Speaker: Assistant Professor E. Parimbelli (Pavia, IT)

Access
Abstract
Slides
Like
Thumbnail

A swiss knife: can neural networks for ECG segmentation generalize to multiple classification tasks?

Speaker: Mr A. Mircea (Lausanne, CH)

Access
Abstract
Slides
Like
Thumbnail

Access the full session

Multimodal AI, multitask AI and foundation models

Speakers: Mr B. Arends, Mr S. Ruiperez-Campillo, Doctor C. Goelz, Professor A. Bollmann, Assistant Professor E. Parimbelli...
Access
Like
Thumbnail

About the event

Image

ESC Digital & AI Summit 2025

21 November - 22 November 2025

Sessions Presentations

Congress
logo Image

ESC 365 is supported by

bristol-myers-squibb Explore sponsored resources
novartis Explore sponsored resources