A Multi-Task Multiple Instance Learning Algorithm to Analyze Large Whole Slide Images from Bright Challenge 2022

ANHIR: Automatic Non-rigid Histological Image Registration Challenge

scientific article published on 07 April 2020

Adversarial Affine Registration for Real-Time Intraoperative Registration of 3-D US-US for Brain Shift Correction

An AI-Based Algorithm for the Automatic Classification of Thoracic Radiographs in Cats

scientific article published on 15 October 2021

Application of B-splines FFD image registration in breast cancer radiotherapy planning

Application of demons image registration algorithms in resected breast cancer lodge localization

Artificial CT Data Generation Method with Known Ground-Truth for Image Registration with Missing Data

Automatic Quality Assessment of Reflectance Confocal Microscopy Mosaics using Attention-Based Deep Neural Network

scientific article published on 01 July 2020

Automatic classification of canine thoracic radiographs using deep learning

scientific article published on 17 February 2021

Contact-Free Multispectral Identity Verification System Using Palm Veins and Deep Neural Network

scientific article published on 06 October 2020

Convolutional Neural Network Approach to Classify Skin Lesions Using Reflectance Confocal Microscopy

scientific article published on 01 July 2019

Data-driven color augmentation for H&E stained images in computational pathology

Deep Learning Approach to Parkinson's Disease Detection Using Voice Recordings and Convolutional Neural Network Dedicated to Image Classification

scientific article published on 01 July 2019

Deep learning-based framework for automatic cranial defect reconstruction and implant modeling

DeepHistReg: Unsupervised Deep Learning Registration Framework for Differently Stained Histology Samples

scientific article published on 24 October 2020

Improving oncoplastic breast tumor bed localization for radiotherapy planning using image registration algorithms

scientific article

Improving the Automatic Cranial Implant Design in Cranioplasty by Linking Different Datasets

Invnet: A Deep Learning Approach To Invert Complex Deformation Fields

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

Learning-Based Affine Registration of Histological Images

Learning-based local quality assessment of reflectance confocal microscopy images for dermatology applications

Multi-step, Learning-Based, Semi-supervised Image Registration Algorithm

Multistep, automatic and nonrigid image registration method for histology samples acquired using multiple stains

scientific article published on 16 November 2020

Resection-Based Demons Regularization for Breast Tumor Bed Propagation

Rigid Registration Method for Medical Volumes with Large Deformations and Missing Data

Semi-Supervised Deep Learning-Based Image Registration Method with Volume Penalty for Real-Time Breast Tumor Bed Localization

Semi-supervised Multilevel Symmetric Image Registration Method for Magnetic Resonance Whole Brain Images

Training Deep Neural Networks for Small and Highly Heterogeneous MRI Datasets for Cancer Grading

scientific article published on 01 July 2020

Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations

Unsupervised Learning-Based Nonrigid Registration of High Resolution Histology Images

Usage of ICP Algorithm for Initial Alignment in B-Splines FFD Image Registration in Breast Cancer Radiotherapy Planning

Volume regularization in explicit image registration used for breast cancer bed localization