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Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-Parametric MRI

IEEE transactions on biomedical engineering, 2021-02, Vol.68 (2), p.374-383

2021

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Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10-13, 2019, Proceedings

1, 2019

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Roto-Translation Covariant Convolutional Networks for Medical Image Analysis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, p.440-448

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Domain-Adversarial Neural Networks to Address the Appearance Variability of Histopathology Images

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, p.83-91

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Breast Cancer Histopathology Image Analysis: A Review

IEEE transactions on biomedical engineering, 2014-05, Vol.61 (5), p.1400-1411

2014

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Automatic nuclei segmentation in H&E stained breast cancer histopathology images

PloS one, 2013-07, Vol.8 (7), p.e70221-e70221

2013

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Intensity Augmentation to Improve Generalizability of Breast Segmentation Across Different MRI Scan Protocols

IEEE transactions on biomedical engineering, 2021-03, Vol.68 (3), p.759-770

2021

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Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method

PloS one, 2016-08, Vol.11 (8), p.e0161286-e0161286

2016

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Editorial Computational Pathology

IEEE journal of biomedical and health informatics, 2021-02, Vol.25 (2), p.303-306

2021

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Automated clear cell renal carcinoma grade classification with prognostic significance

PloS one, 2019-10, Vol.14 (10), p.e0222641-e0222641

2019

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Fast intraoperative histology-based diagnosis of gliomas with third harmonic generation microscopy and deep learning

Scientific reports, 2022-07, Vol.12 (1), p.11334-12, Article 11334

2022

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Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images

Scientific reports, 2022-09, Vol.12 (1), p.15102-12, Article 15102

2022

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Corneal pachymetry by AS-OCT after Descemet’s membrane endothelial keratoplasty

Scientific reports, 2021-07, Vol.11 (1), p.13976-13976, Article 13976

2021

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Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning

PloS one, 2023-06, Vol.18 (6), p.e0279525-e0279525

2023

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Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk

PloS one, 2020-04, Vol.15 (4), p.e0231653-e0231653

2020

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A comprehensive multi-domain dataset for mitotic figure detection

Scientific data, 2023-07, Vol.10 (1), p.484-12, Article 484

2023

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Corrigendum to “Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge” [Medical Image Analysis, 54 (2019) 111--121]

Medical image analysis, 2019-08, Vol.56, p.43-43

Veta, Mitko

2019

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Author Correction: A comprehensive multi-domain dataset for mitotic figure detection

Scientific data, 2024-07, Vol.11 (1), p.717-3, Article 717

2024

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Deep learning supported mitoses counting on whole slide images: A pilot study for validating breast cancer grading in the clinical workflow

Journal of pathology informatics, 2023-01, Vol.14, p.100316-100316, Article 100316

2023

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Immunohistochemistry scoring of breast tumor tissue microarrays: A comparison study across three software applications

Journal of pathology informatics, 2022-01, Vol.13, p.100118-100118, Article 100118

2022

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Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 - 20, 2018, Proceedings

1st ed. 2018., 2018

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Physics-informed neural networks for myocardial perfusion MRI quantification

Medical image analysis, 2022-05, Vol.78, p.102399-102399, Article 102399

2022

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Rapid on-site histology of lung and pleural biopsies using higher harmonic generation microscopy and artificial intelligence analysis

Modern pathology, 2024-10, p.100633, Article 100633

2024

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Experimental dermatology, 2021-05, Vol.30 (5)

2021

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Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-Parametric MRI

Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10-13, 2019, Proceedings

Roto-Translation Covariant Convolutional Networks for Medical Image Analysis

Domain-Adversarial Neural Networks to Address the Appearance Variability of Histopathology Images

Breast Cancer Histopathology Image Analysis: A Review

Automatic nuclei segmentation in H&E stained breast cancer histopathology images

Intensity Augmentation to Improve Generalizability of Breast Segmentation Across Different MRI Scan Protocols

Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method

Editorial Computational Pathology

Automated clear cell renal carcinoma grade classification with prognostic significance

Fast intraoperative histology-based diagnosis of gliomas with third harmonic generation microscopy and deep learning

Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images

Corneal pachymetry by AS-OCT after Descemet’s membrane endothelial keratoplasty

Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning

Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk

A comprehensive multi-domain dataset for mitotic figure detection

Corrigendum to “Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge” [Medical Image Analysis, 54 (2019) 111--121]

Author Correction: A comprehensive multi-domain dataset for mitotic figure detection

Deep learning supported mitoses counting on whole slide images: A pilot study for validating breast cancer grading in the clinical workflow

Immunohistochemistry scoring of breast tumor tissue microarrays: A comparison study across three software applications

Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 - 20, 2018, Proceedings

Physics-informed neural networks for myocardial perfusion MRI quantification

Mitosis domain generalization in histopathology images — The MIDOG challenge

Rapid on-site histology of lung and pleural biopsies using higher harmonic generation microscopy and artificial intelligence analysis

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