All Meetups

Automation in Radiotherapy Thursday, July 13th, 2023 17:00 @ J-01-116, Building 1, LUMC
1. Towards clinically acceptable deep learning-based auto-contouring for brachytherapy of cervical cancer
  
  by Vangelis Kostoulas from Radiotherapy Department, Leiden University Medical Center
2. Deep learning-based automated radiotherapy planning validation for oropharyngeal cancer patients
  
  by Frank Dankers from Radiotherapy Department, Leiden University Medical Center
ChatGPT Thursday, May 11th, 2023 17:00 @ S-00-010, Building 2, LUMC
1. Language models in a medical setting
  
  by Liza King from Autoscriber
2. Training large language models
  
  by Renzo Scholman from Research Institute for Mathematics & Computer Science (CWI)
AI and medical liability Thursday, Mar. 9th, 2023 16:00 @ V-01-022, Building 3, LUMC
1. AI and medical liability
  
  by Jan van Staalduinen from Leiden University
Uncertainty for false-positive reduction Thursday, Feb. 23rd, 2023 16:00 @ V-01-022, Building 3, LUMC
1. Influence of uncertainty estimation techniques on false-positive reduction in liver lesion detection
  
  by Ishaan Bhat from UMC Utrecht/TU Eindhoven
Survival prediction in cancer patients Thursday, Feb. 9th, 2023 16:00 @ V-01-022, Building 3, LUMC
1. Development and external validation of a PET radiomic model for prognostication of head and neck cancer
  
  by Wyanne Noortman
Breast Cancer Detection Thursday, Jan. 12th, 2023 16:00 @ V-01-022, Building 3, LUMC
1. Validation of Transpara, AI for breast cancer detection in mammography and tomosynthesis
  
  by Jaap Kroes & Natasja Janssen from Screenpoint
Variational Autoencoders for ECG signal & drinks! Thursday, Dec. 15th, 2022 16:00 @
1. Variational Autoencoders for ECG signal.
  
  by Viktor van der Valk from Division of Image Processing (LKEB)
2. Christmas drinks!
  
  by Everyone
Transformers for 4D Flow MRI Thursday, Dec. 1st, 2022 16:00 @ V-01-022, Building 3, LUMC
1. Transformer based feature fusion for left ventricle segmentation in 4D flow MRI
  
  by Xiaowu Sun from Division of Image Processing (LKEB)
Predicting depression before the onset of treatment Thursday, Nov. 17th, 2022 16:00 @ S-05-026, Building 2, LUMC
1. Predicting depression in cancer patients before the onset of treatment.
  
  by Anne de Hond & Marieke van Buchem from IT&DI department of Leiden University Medical Center
Patient EHR data stratification Thursday, Nov. 3rd, 2022 16:00 @ S-05-026, Building 2, LUMC
1. Stratifying patients using EHR data and machine learning approaches
  
  by Marc Maurits from Knevel Lab
AI infrastructure at the LUMC Thursday, Oct. 20th, 2022 17:00 @ V-01-022, Building 3, LUMC
1. Towards a mature AI infrastructure.
  
  by Alexander van Someren from IT&DI department of Leiden University Medical Center
Automatic Landmark Detection Thursday, Sept. 8th, 2022 17:00 @ S-05-026, Building 2, LUMC
1. End-to-end Deep Learning Approach for Automatic Landmarks Correspondence Detection in Medical Images
  
  by Monika Grewal from Centrum Wiskunde & Informatica (CWI)
Contrastive Learning Monday, July 25th, 2022 17:00 @ V-01-020, Building 3, LUMC
1. Contrastive learning for echocardiographic view integration
  
  by Li-Hsin Cheng from Division of Image Processing (LKEB)
When the AI inevitably fails… Thursday, July 14th, 2022 17:00 @
1. When the AI inevitably fails…
  
  by Swier Heeres from Landscape.ai
From AI model to AI product Thursday, June 30th, 2022 17:00 @ V-01-022, Building 3, LUMC
1. I built an AI model, what's next?
  
  by Floortje Jolink & Bob Vonk from Aidence
Motion Robustness in Deep Learning Based MRI Acceleration Approaches Thursday, June 16th, 2022 17:00 @ V-01-022, Building 3, LUMC
1. Investigation of the effect of motion on MRI reconstruction, and demostration that finetuning by training with synthetic motion corrupted data can enhance the motion robustness of existing deep learning based reconstruction approaches.
  
  by Laurens Beljaards from Division of Image Processing (LKEB)
Out-Of-Distribution detection on tabular medical data Thursday, May 19th, 2022 17:00 @ V-01-020, Building 3, LUMC
1. Out-Of-Distribution detection on tabular medical data.
  
  by Giovanni Cinà
Liberation day drinks! Thursday, May 12th, 2022 17:00 @ Stadscafé Van der Werff
1. Let have some drinks together!
  
  by LUMC AI Research Meeting Team
Bayesian Deep Learning for Error Detection Thursday, Mar. 24th, 2022 16:00 @ Online
1. Towards faster error detection of deep learning contours using Bayesian uncertainty heatmaps in radiotherapy
  
  by Prerak Mody
Introduction to Transformers Thursday, Mar. 10th, 2022 16:00 @ Online
1. Transformers for Image Segmentations
  
  by Vangelis Kostoulas from Radiotherapy department of Leiden University Medical Center
Evolutionary Intelligence for Radiotherapy Thursday, Feb. 10th, 2022 16:00 @ Online
1. Evolutionary Intelligent Bi-objective Treatment Planning for Prostate HDR Brachytherapy
  
  by Anton Bouter
2. Evolutionary Intelligence for Image Registration
  
  by Georgios Andreadis & Cedric Rodriguez
Prediction of contact moments in post-myocardial infarction home measurements Thursday, Nov. 4th, 2021 16:00 @ Online
1. Development and validation of a machine learning model to predict contact moments in post-myocardial infarction home measurements.
  
  by Anne de Hond
Explainability of AI models Thursday, Oct. 7th, 2021 17:00 @ S-05-026, Building 2, LUMC
1. Comparing several types of machine learning models on predictive performance and explainability for the prediction of ICU readmission.
  
  by Siri van der Meijden from Healthplus.ai