Efstratios Gavves

Amsterdam, NH, Netherlands

Last Updated: 09/26/2026

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Found 17 publications

Refining the Classroom: The Self-Supervised Professor Model for Improved Segmentation of Locally Advanced Pancreatic Ductal Adenocarcinoma.

Refining the Classroom: The Self-Supervised Professor Model for Improved Segmentation of Locally Advanced Pancreatic Ductal Adenocarcinoma.

Journal: Journal of imaging informatics in medicine
Published: February 12, 2025

Type-II neural symmetry detection with Lie theory.

Type-II neural symmetry detection with Lie theory.

Journal: Scientific reports
Published: January 14, 2025

Automated collateral assessment restricted to the hypoperfused area for distal vessel occlusions in ischemic stroke.

Automated collateral assessment restricted to the hypoperfused area for distal vessel occlusions in ischemic stroke.

Journal: European radiology
Published: August 23, 2024

Label-efficient computational tumour infiltrating lymphocyte assessment in breast cancer (ECTIL): multicentre validation in 2340 patients with breast cancer.

Label-efficient computational tumour infiltrating lymphocyte assessment in breast cancer (ECTIL): multicentre validation in 2340 patients with breast cancer.

Journal: The Lancet. Digital health
Published: July 31, 2024

Development and external evaluation of a self-learning auto-segmentation model for Colorectal Cancer Liver Metastases Assessment (COALA).

Development and external evaluation of a self-learning auto-segmentation model for Colorectal Cancer Liver Metastases Assessment (COALA).

Journal: Insights into imaging
Published: June 20, 2024

Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke.

Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke.

Journal: Medical image analysis
Published: March 16, 2023

PC-Reg: A pyramidal prediction-correction approach for large deformation image registration.

PC-Reg: A pyramidal prediction-correction approach for large deformation image registration.

Journal: Medical image analysis
Published: January 09, 2023

Deep-Learning-Based Thrombus Localization and Segmentation in Patients with Posterior Circulation Stroke.

Deep-Learning-Based Thrombus Localization and Segmentation in Patients with Posterior Circulation Stroke.

Journal: Diagnostics (Basel, Switzerland)
Published: May 09, 2022

PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke.

PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke.

Journal: Medical image analysis
Published: February 23, 2022

Fully Automated Thrombus Segmentation on CT Images of Patients with Acute Ischemic Stroke.

Fully Automated Thrombus Segmentation on CT Images of Patients with Acute Ischemic Stroke.

Journal: Diagnostics (Basel, Switzerland)
Published: January 24, 2022

DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer.

DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer.

Journal: Medical image analysis
Published: July 01, 2021

Automated Final Lesion Segmentation in Posterior Circulation Acute Ischemic Stroke Using Deep Learning.

Automated Final Lesion Segmentation in Posterior Circulation Acute Ischemic Stroke Using Deep Learning.

Journal: Diagnostics (Basel, Switzerland)
Published: July 01, 2021
Showing 1-12 of 17

Last Updated: 09/26/2026