Nils Daniel Forkert

Full Professor, Radiology, University of Calgary

Postdoc, Radiology, Stanford University

PhD student, Germany, Universität Hamburg

Joined

February 2019

Names

Nils Daniel Forkert (Preferred)

Nils Forkert

Nils D. Forkert

Nils D Forkert

Emails

****@ucalgary.ca (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Full Professor

Radiology, University of Calgary (ucalgary.ca)

Present

Postdoc

Radiology, Stanford University (stanford.edu)

Present

PhD student

Germany, Universität Hamburg (uni-hamburg.de)

Present

Advisors, Relations & Conflicts

PhD Advisor

Heinz Handels

2011 – 2012

Expertise

Medical Image Analysis

Present

Computer-aided diagnosis

Present

Precision Medicine

Present

Publications

Bootstrap Sampling Improves Model Soup Performance via Increased Model Diversity for Pneumonia Classification
Sara Early, Omata Ikhianosen Ehizokhale, Nils Daniel Forkert, Samira Ebrahimi Kahou
- MIDL 2026 - Short Papers Poster
- Readers: Everyone
Connecting algorithmic fairness and fair outcomes in a sociotechnical simulation case study of AI-assisted healthcare
Emma A. M. Stanley, Roger Y. Tsang, Haley Gillett, Raissa Souza, Vibujithan Vigneshwaran, Chris Kang, Melissa D. McCradden, Matthias Wilms, Nils D. Forkert
- Nature Communications
- Readers: Everyone
Simulating Inter-observer Variability Across Clinical Experience Levels for Brain Tumour Segmentation
Haley Gillett, Emma A. M. Stanley, Raissa Souza, Matthias Wilms, Nils D. Forkert
- Crossref
- Readers: Everyone
Altered tryptophan metabolism and gut immune crosstalk in hypertensive middle-aged women
Shrushti Shah, Chunlong Mu, Grace Shen-Tu, Kristina Schlicht, Nils D. Forkert, Matthias Laudes, Harald C. Köfeler, Jane Shearer
- American Journal of Physiology-Heart and Circulatory Physiology
- Readers: Everyone
Synthetic Ground Truth Counterfactuals for Comprehensive Evaluation of Causal Generative Models in Medical Imaging
Emma A. M. Stanley, Vibujithan Vigneshwaran, Erik Y. Ohara, Finn G. Vamosi, Nils D. Forkert, Matthias Wilms
- Crossref
- Readers: Everyone
Exploring the Interplay of Label Bias with Subgroup Size and Separability: A Case Study in Mammographic Density Classification
Emma A. M. Stanley, Raghav Mehta, Mélanie Roschewitz, Nils D. Forkert, Ben Glocker
- Crossref
- Readers: Everyone
A novel gradient inversion attack framework to investigate privacy vulnerabilities during retinal image-based federated learning
Christopher Nielsen, Matthias Wilms, Nils D. Forkert
- Medical Image Analysis
- Readers: Everyone
MACAW: A Causal Generative Model for Medical Imaging
Vibujithan Vigneshwaran, Erik Yuiti Ohara, Matthias Wilms, Nils Forkert
- Accepted by TMLR
- Readers: Everyone
Accounting for population structure in deep learning models for genomic analysis
Gabrielle Dagasso, Matthias Wilms, Raissa Souza, Nils D. Forkert
- Journal of Biomedical Informatics
- Readers: Everyone
Brain Aging in Patients With Cardiovascular Disease From the UK Biobank
Elizabeth Mcavoy, Emma A. M. Stanley, Anthony J. Winder, Matthias Wilms, Nils D. Forkert
- Human Brain Mapping
- Readers: Everyone

View all 62 publications

Co-Authors

View all 159 co-authors