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Author Details

Mitko Veta
Eindhoven University of Technology
2012
47
17
PMIDPaper TitleJournal TitlePublished Year
37878422LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.IEEE J Biomed Health Inform2024
36996627CT radiomics compared to a clinical model for predicting checkpoint inhibitor treatment outcomes in patients with advanced melanoma.Eur J Cancer2023
37965960Artificial intelligence for detecting keratoconus.Cochrane Database Syst Rev2023
37491536A comprehensive multi-domain dataset for mitotic figure detection.Sci Data2023
37276107Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.IEEE J Biomed Health Inform2023
37273455Deep learning supported mitoses counting on whole slide images: A pilot study for validating breast cancer grading in the clinical workflow.J Pathol Inform2023
37402235A review of machine learning applications for the proton MR spectroscopy workflow.Magn Reson Med2023
37368904Leukocyte differentiation in bronchoalveolar lavage fluids using higher harmonic generation microscopy and deep learning.PLoS One2023
35299005Physics-informed neural networks for myocardial perfusion MRI quantification.Med Image Anal2022
35774322Automatic evaluation of graft orientation during Descemet membrane endothelial keratoplasty using intraoperative OCT.Biomed Opt Express2022
35790792Fast intraoperative histology-based diagnosis of gliomas with third harmonic generation microscopy and deep learning.Sci Rep2022
35692896Knowledge distillation with ensembles of convolutional neural networks for medical image segmentation.J Med Imaging (Bellingham)2022
35626198Implementation of Artificial Intelligence in Diagnostic Practice as a Next Step after Going Digital: The UMC Utrecht Perspective.Diagnostics (Basel)2022
36148718Optimized automated cardiac MR scar quantification with GAN-based data augmentation.Comput Methods Programs Biomed2022
36068311Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images.Sci Rep2022
36268097Immunohistochemistry scoring of breast tumor tissue microarrays: A comparison study across three software applications.J Pathol Inform2022
36096039Imaging to predict checkpoint inhibitor outcomes in cancer. A systematic review.Eur J Cancer2022
32396068Deep Learning Regression for Prostate Cancer Detection and Grading in Bi-Parametric MRI.IEEE Trans Biomed Eng2021
33656186Whole-slide margin control through deep learning in Mohs micrographic surgery for basal cell carcinoma.Exp Dermatol2021
33644680Deep Learning Image Analysis of Benign Breast Disease to Identify Subsequent Risk of Breast Cancer.JNCI Cancer Spectr2021
33608619Deep learning-based grading of ductal carcinoma in situ in breast histopathology images.Lab Invest2021
34246850Adversarial attack vulnerability of medical image analysis systems: Unexplored factors.Med Image Anal2021
34234179Corneal pachymetry by AS-OCT after Descemet's membrane endothelial keratoplasty.Sci Rep2021
34138702Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.IEEE Trans Med Imaging2021
34000014Can automatic image analysis replace the pathologist in cardiac allograft rejection diagnosis?Eur Heart J2021
33197715Roto-translation equivariant convolutional networks: Application to histopathology image analysis.Med Image Anal2021
33166776A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.Med Image Anal2021
32790624Intensity Augmentation to Improve Generalizability of Breast Segmentation Across Different MRI Scan Protocols.IEEE Trans Biomed Eng2021
32294107Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk.PLoS One2020
31876300Fast contour propagation for MR-guided prostate radiotherapy using convolutional neural networks.Med Phys2020
31751269Progressively Trained Convolutional Neural Networks for Deformable Image Registration.IEEE Trans Med Imaging2020
31710769Deep-Learning-Based Preprocessing for Quantitative Myocardial Perfusion MRI.J Magn Reson Imaging2020
32917665Automated Quantitative Measures of Terminal Duct Lobular Unit Involution and Breast Cancer Risk.Cancer Epidemiol Biomarkers Prev2020
32884855Quantifying Graft Detachment after Descemet's Membrane Endothelial Keratoplasty with Deep Convolutional Neural Networks.Transl Vis Sci Technol2020
31170556Corrigendum to "Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge" [Medical Image Analysis, 54 (2019) 111--121].Med Image Anal2019
35874600Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning.Proc Mach Learn Res2019
31581201Automated clear cell renal carcinoma grade classification with prognostic significance.PLoS One2019
31380377Learning Domain-Invariant Representations of Histological Images.Front Med (Lausanne)2019
30861443Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.Med Image Anal2019
29138205Long-term prognosis of young breast cancer patients (⿤40 years) who did not receive adjuvant systemic treatment: protocol for the PARADIGM initiative cohort study.BMJ Open2017
29234806Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer.JAMA2017
27529701Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method.PLoS One2016
25547073Assessment of algorithms for mitosis detection in breast cancer histopathology images.Med Image Anal2015
24759275Breast cancer histopathology image analysis: a review.IEEE Trans Biomed Eng2014
23922958Automatic nuclei segmentation in H&E stained breast cancer histopathology images.PLoS One2013
23858390Going fully digital: Perspective of a Dutch academic pathology lab.J Pathol Inform2013
22899294Prognostic value of automatically extracted nuclear morphometric features in whole slide images of male breast cancer.Mod Pathol2012
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Collaborators

Paul J van Diest
University Medical Center Utrecht
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University Medical Center Utrecht
Co-authored papers 9
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Radboud University Medical Center
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Radboud University Medical Center
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Harbin Medical University
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Jeroen A W M van der Laak
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Beth Israel Deaconess Medical Center, Harvard Medical School
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California State University
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David Tellez
Phoenix Children's Hospital
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Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Kimmo Kartasalo
Karolinska Institutet
Co-authored papers 1
Oscar D??niz
University of Castilla-La Mancha
Co-authored papers 1
Fr??d??ric Amant
Netherlands Cancer Institute
Co-authored papers 1
Aoxiao Zhong
Massachusetts General Hospital, Harvard University
Co-authored papers 1
Matt Berseth
NLP Logix LLC
Co-authored papers 1
Muhammad Shaaban
Huazhong Agricultural University
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Rui Ven??ncio
Sorbonne University, Pierre and Marie Curie University
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Ami George
Technical University of Munich
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Shantanu Singh
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Release 1.2