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Nikolas Stathonikos's Projects

camelyon17 icon camelyon17

PyTorch implementation for Camelyon17 (Breast Tumor Classification)

clam icon clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

detectron2 icon detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detr icon detr

End-to-End Object Detection with Transformers

exact-queuerunner icon exact-queuerunner

Repository for EXACT QueueRunner, a service that executes processing for jobs available on EXACT.

histosslscaling icon histosslscaling

Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023).

midog_reference_docker icon midog_reference_docker

Reference implementation of domain-adversarial training on a RetinaNet (to use as template in the MIDOG challenge)

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