Breast Imaging Group MRI Challenge

Dataset Introduction

We will release a dataset comprising of de-identified breast MRI exams from a very high-risk screening cohort at Radboudumc. The dataset will be distributed via Hugging Face in NIfTI format alongside a de-identified clinical table. More details about the data and relevant documentation will be released later. .....

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Dataset & Baseline

• Download: The dataset is hosted on Hugging Face: .../....
• Baseline code: Necessary codes and templates will be shared via github.com.....

Two Challenge Tracks

The challenge is organized in two parallel tracks via the Grand Challenge platform. Participants may choose to focus on one or both. Both tracks will predict absolute 2- and 5-year incident breast cancer risk per woman, evaluated on the blinded held-out test set.

Image-Based Risk Prediction

Participate: Track 1 on GC

Introduction

Model Input and Output

More information will be released in due time.

Evaluation Metrics

Multimodal Risk Prediction

Participate: Track 2 on GC

Introduction

Model Input and Output

Evaluation Metrics