Milda Poceviciute

According to our database, Milda Poceviciute authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Generalisation and reliability of deep learning for digital pathology in a clinical setting.

Milda Poceviciute

PhD thesis, 2023

Spatial uncertainty aggregation for false negatives detection in breast cancer metastases segmentation.

Milda Poceviciute, Gabriel Eilertsen, Claes Lundström

Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fréchet Domain Distance.

Milda Poceviciute, Gabriel Eilertsen, Stina Garvin, Claes Lundström

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021

Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?

Milda Poceviciute, Gabriel Eilertsen, Sofia Jarkman, Claes Lundström

CoRR, 2021

Unsupervised Anomaly Detection In Digital Pathology Using GANs.

Milda Poceviciute, Gabriel Eilertsen, Claes Lundström

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Survey of XAI in Digital Pathology.

Milda Poceviciute, Gabriel Eilertsen, Claes Lundström

AI and ML for Digital Pathology, 2020

Survey of XAI in digital pathology.

Milda Poceviciute, Gabriel Eilertsen, Claes Lundström

CoRR, 2020