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Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics

Breast (Edinburgh), 2021-04, Vol.56, p.78-87

2021

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Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides

Scientific reports, 2019-02, Vol.9 (1), p.1483-1483, Article 1483

2019

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Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer

Scientific reports, 2020-09, Vol.10 (1), p.14398, Article 14398

2020

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Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning

Laboratory investigation, 2021-08, Vol.101 (8), p.970-982

2021

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Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization

Heliyon, 2024-03, Vol.10 (5), p.e26586-e26586, Article e26586

2024

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Artificial intelligence to detect MYC translocation in slides of diffuse large B-cell lymphoma

Virchows Archiv : an international journal of pathology, 2021-09, Vol.479 (3), p.617-621

2021

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Localization of spleen and kidney organs from CT scans based on classification of slices in rotational views

Scientific reports, 2023-04, Vol.13 (1), p.5709-5709, Article 5709

2023

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Radiation dose reduction of 50% in dynamic myocardial CT perfusion with skipped beat acquisition: a retrospective study

Acta radiologica (1987), 2024-04, p.2841851241240446-2841851241240446

2024

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Automatic Method for Vessel Detection in Virtual Slide Images of Placental Villi

Recent Global Research and Education: Technological Challenges, p.175-181

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Learning to detect lymphocytes in immunohistochemistry with deep learning

Medical image analysis, 2019-12, Vol.58, p.101547-101547, Article 101547

2019

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A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues

Computerized medical imaging and graphics, 2021-04, Vol.89, p.101865-101865, Article 101865

2021

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Image processing methods for the structural detection and gradation of placental villi

Computers in biology and medicine, 2018-09, Vol.100, p.259-269

2018

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Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H&E and Ki67 Whole Slide Images

Applied sciences, 2020-11, Vol.10 (21), p.7761

2020

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Local Binary Patterns and Unser Texture Descriptions to the Fold Detection on the Whole Slide Images of Meningiomas and Oligodendrogliomas

XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016, p.388-392

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Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter

Acta radiologica (1987), 2023-03, Vol.64 (3), p.999-1006

2023

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Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies

The American journal of pathology, 2022-10, Vol.192 (10), p.1418-1432

2022

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Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H E and Ki67 Whole Slide Images

Applied sciences, 2020-11, Vol.10 (21), p.7761

2020

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Content-based analysis of Ki-67 stained meningioma specimens for automatic hot-spot selection

Diagnostic pathology, 2016-10, Vol.11 (1), p.93-93, Article 93

2016

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Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies

Information Technology in Biomedicine, p.379-392

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Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning

Laboratory investigation, 2021-08, Vol.101 (8), p.970

2021

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Texture Analysis to Trophoblast and Villi Detection in Placenta Histological Images

Information Technologies in Medicine, p.183-192

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MIAP – Web-based platform for the computer analysis of microscopic images to support the pathological diagnosis

Biocybernetics and biomedical engineering, 2016, Vol.36 (4), p.597-609

2016

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Contextual Classification of Tumor Growth Patterns in Digital Histology Slides

Information Technology in Biomedicine, p.13-25

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A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides

Medical Image Understanding and Analysis, p.448-458

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Prediction of athletes' performance results using machine learning algorithms

2023 24th International Conference on Computational Problems of Electrical Engineering (CPEE), 2023, p.1-5

2023

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Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics

Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides

Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer

Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning

Improving classification accuracy of fine-tuned CNN models: Impact of hyperparameter optimization

Artificial intelligence to detect MYC translocation in slides of diffuse large B-cell lymphoma

Localization of spleen and kidney organs from CT scans based on classification of slices in rotational views

Radiation dose reduction of 50% in dynamic myocardial CT perfusion with skipped beat acquisition: a retrospective study

Automatic Method for Vessel Detection in Virtual Slide Images of Placental Villi

Learning to detect lymphocytes in immunohistochemistry with deep learning

A U-Net based framework to quantify glomerulosclerosis in digitized PAS and H&E stained human tissues

Image processing methods for the structural detection and gradation of placental villi

Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H&E and Ki67 Whole Slide Images

Local Binary Patterns and Unser Texture Descriptions to the Fold Detection on the Whole Slide Images of Meningiomas and Oligodendrogliomas

Multireader image quality evaluation of dynamic myocardial computed tomography perfusion imaging with a novel four-dimensional noise reduction filter

Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies

Detection of Ki67 Hot-Spots of Invasive Breast Cancer Based on Convolutional Neural Networks Applied to Mutual Information of H E and Ki67 Whole Slide Images

Content-based analysis of Ki-67 stained meningioma specimens for automatic hot-spot selection

Semantic Segmentation of Colon Glands in Inflammatory Bowel Disease Biopsies

Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning

Texture Analysis to Trophoblast and Villi Detection in Placenta Histological Images

MIAP – Web-based platform for the computer analysis of microscopic images to support the pathological diagnosis

Contextual Classification of Tumor Growth Patterns in Digital Histology Slides

A Deep Learning Pipeline to Delineate Proliferative Areas of Intracranial Tumors in Digital Slides

Prediction of athletes' performance results using machine learning algorithms

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