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Automatic classification of canine thoracic radiographs using deep learning

Scientific reports, 2021-02, Vol.11 (1), p.3964-3964, Article 3964

2021

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DRU-Net: Pulmonary Artery Segmentation via Dense Residual U-Network with Hybrid Loss Function

Sensors (Basel, Switzerland), 2023-06, Vol.23 (12), p.5427

2023

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

Sensors (Basel, Switzerland), 2021-06, Vol.21 (12), p.4085

2021

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

Sensors (Basel, Switzerland), 2020-10, Vol.20 (19), p.5695

2020

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An AI-based algorithm for the automatic evaluation of image quality in canine thoracic radiographs

Scientific reports, 2023-10, Vol.13 (1), p.17024-17024, Article 17024

2023

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Improving the classification of veterinary thoracic radiographs through inter-species and inter-pathology self-supervised pre-training of deep learning models

Scientific reports, 2023-11, Vol.13 (1), p.19518-19518, Article 19518

2023

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Improving quality control of whole slide images by explicit artifact augmentation

Scientific reports, 2024-08, Vol.14 (1), p.17847-12, Article 17847

2024

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HaN-Seg: The head and neck organ-at-risk CT and MR segmentation challenge

Radiotherapy and oncology, 2024-09, Vol.198, p.110410, Article 110410

2024

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

NPJ digital medicine, 2022-07, Vol.5 (1), p.102-102, Article 102

2022

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

Physics in medicine & biology, 2021-01, Vol.66 (2), p.025006-025006

2021

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

Frontiers in veterinary science, 2021-10, Vol.8, p.731936-731936

2021

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Development of an artificial intelligence-based method for the diagnosis of the severity of myxomatous mitral valve disease from canine chest radiographs

Frontiers in veterinary science, 2023-09, Vol.10, p.1227009-1227009

2023

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Sequential Classification of Palm Gestures Based on A Algorithm and MLP Neural Network for Quadrocopter Control

Metrology and Measurement systems, 2017-06, Vol.24 (2), p.265-276

2017

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

Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis, p.186-191

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Patch-Based Encoder-Decoder Architecture For Automatic Transmitted Light To Fluorescence Imaging Transition: Contribution To The Lightmycells Challenge

2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024, p.1-4

2024

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EsmTemp - Transfer Learning Approach for Predicting Protein Thermostability

Computational Science – ICCS 2024, p.187-194

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

Computer methods and programs in biomedicine, 2021-01, Vol.198, p.105799-105799, Article 105799

2021

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Improving deep learning-based automatic cranial defect reconstruction by heavy data augmentation: From image registration to latent diffusion models

Computers in biology and medicine, 2024-11, Vol.182, p.109129, Article 109129

2024

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Invnet: A Deep Learning Approach To Invert Complex Deformation Fields

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.1302-1305

2021

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

Simplifying Medical Ultrasound, p.75-84

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Artificial intelligence in veterinary diagnostic imaging: Perspectives and limitations

Research in veterinary science, 2024-08, Vol.175, p.105317, Article 105317

2024

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

Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, p.94-99

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Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge

Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition, 2024, Vol.14539, p.42-54

2024

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

Computer methods and programs in biomedicine, 2022-11, Vol.226, p.107173-107173, Article 107173

2022

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RegWSI: Whole slide image registration using combined deep feature- and intensity-based methods: Winner of the ACROBAT 2023 challenge

Computer methods and programs in biomedicine, 2024-06, Vol.250, p.108187-108187, Article 108187

2024

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Automatic classification of canine thoracic radiographs using deep learning

DRU-Net: Pulmonary Artery Segmentation via Dense Residual U-Network with Hybrid Loss Function

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

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

An AI-based algorithm for the automatic evaluation of image quality in canine thoracic radiographs

Improving the classification of veterinary thoracic radiographs through inter-species and inter-pathology self-supervised pre-training of deep learning models

Improving quality control of whole slide images by explicit artifact augmentation

HaN-Seg: The head and neck organ-at-risk CT and MR segmentation challenge

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

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

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

Development of an artificial intelligence-based method for the diagnosis of the severity of myxomatous mitral valve disease from canine chest radiographs

Sequential Classification of Palm Gestures Based on A Algorithm and MLP Neural Network for Quadrocopter Control

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

Patch-Based Encoder-Decoder Architecture For Automatic Transmitted Light To Fluorescence Imaging Transition: Contribution To The Lightmycells Challenge

EsmTemp - Transfer Learning Approach for Predicting Protein Thermostability

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

Improving deep learning-based automatic cranial defect reconstruction by heavy data augmentation: From image registration to latent diffusion models

Invnet: A Deep Learning Approach To Invert Complex Deformation Fields

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

Artificial intelligence in veterinary diagnostic imaging: Perspectives and limitations

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

Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge

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

RegWSI: Whole slide image registration using combined deep feature- and intensity-based methods: Winner of the ACROBAT 2023 challenge

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