My Name Is
Tom Eelbode
Postdoctoral researcher | Data scientist | Medical image analysis | Biomedical engineer, PhD
I am a biomedical engineer with a strong passion for medical image analysis, artificial intelligence and automated diagnosis. I’m especially interested in translating fundamental findings from the field of computer vision into a clinically relevant algorithm by integrating technical and clinical domain-specific knowledge. I am a critical person who loves to work in an interdisciplinary environment and love to take initiative in organisations and working groups in my spare time.
Recent work completed
Intravascular ultrasound segmentation
Support vector machines
Colorectal polyp detection
Recurrent neural networks
Detection of COVID lesions on lung CT
Deep learning
3D reconstruction of colon wall
Visual SLAM
Scientific publications
- 2023 – Clinical validation of a CADe model for colorectal polyp detection trial using a second observer and real-time unblinding
- 2023 – A voting-based ensemble model for improved automated classifica- tion of colorectal polyps including SSLs
- 2022 – Expected value of AI in GI endoscopy: ESGE Position Statement
- 2022 – Polyp Classification CNN with Late Fusion to predict histology based on multiple non-consecutive input video frames
- 2021 – Convolutional LSTM
- 2021 – Semi-Automated Annotation tool Outperforms Trained Medical Students and is Comparable to Clinical Expert Performance for Frame-level Detection of Colorectal Polyps
- 2021 – AI for polyp detection: a validation trial with real-time unblinding
- 2019 – Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice
- 2019 – Mucosal capillary pattern recognition based on image analysis during endoscopy accurately detects histological remission in UC
- 2019 – Incorporation of temporal information in a CNN improves performance level for automated polyp detection and delineation
Awards received
UEG top abstract Prize
Top 5 out of > 2.500 abstracts
MICCAI Young Scientist Impact Award Nominee
Poster of disctinction at DDW
Best Abstract Award at ESGE
First out of 760 submissions