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Author Details

Jeroen A W M van der Laak
Radboud University Medical Center
1994
160
41
PMIDPaper TitleJournal TitlePublished Year
37878422LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.IEEE J Biomed Health Inform2024
36306568Predictive uncertainty estimation for out-of-distribution detection in digital pathology.Med Image Anal2023
37587332Pathologists' first opinions on barriers and facilitators of computational pathology adoption in oncological pathology: an international study.Oncogene2023
37831571The Latent Doctor Model for Modeling Inter-Observer Variability.IEEE J Biomed Health Inform2023
37608772Pitfalls in machine learning-based assessment of tumor-infiltrating lymphocytes in breast cancer: A report of the International Immuno-Oncology Biomarker Working Group on Breast CancerJ Pathol2023
37608771Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer.J Pathol2023
37257824Fully Automated Tumor Bud Assessment in Hematoxylin and Eosin-Stained Whole Slide Images of Colorectal Cancer.Mod Pathol2023
37046742Semi-Supervised Learning to Automate Tumor Bud Detection in Cytokeratin-Stained Whole-Slide Images of Colorectal Cancer.Cancers (Basel)2023
37174121Automated Deep Learning-Based Classification of Wilms Tumor Histopathology.Cancers (Basel)2023
37437452Gigapixel end-to-end training using streaming and attention.Med Image Anal2023
37225743Deep learning for multi-class semantic segmentation enables colorectal cancer detection and classification in digital pathology images.Sci Rep2023
36724605Continual learning strategies for cancer-independent detection of lymph node metastases.Med Image Anal2023
36692113A whole-slide imaging based workflow reduces the reading time of pathologists.Pathol Int2023
36603288Computational pathology in 2030: a Delphi study forecasting the role of AI in pathology within the next decade.EBioMedicine2023
36939551Consensus based recommendations for the diagnosis of serous tubal intraepithelial carcinoma: an international Delphi study.Histopathology2023
36794267Deep learning based tumor-stroma ratio scoring in colon cancer correlates with microscopic assessment.J Pathol Inform2023
32995871Artificial intelligence: is there a potential role in nephropathology?Nephrol Dial Transplant2022
35843265Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies.Am J Pathol2022
35805032Evaluation Criteria for Chromosome Instability Detection by FISH to Predict Malignant Progression in Premalignant Glottic Laryngeal Lesions.Cancers (Basel)2022
35441256Artificial intelligence applications for pre-implantation kidney biopsy pathology practice: a systematic review.J Nephrol2022
35503494Serum hormone levels and normal breast histology among premenopausal women.Breast Cancer Res Treat2022
35701372A Decade of GigaScience: The Challenges of Gigapixel Pathology Images.Gigascience2022
35821041Towards defining morphologic parameters of normal parous and nulliparous breast tissues by artificial intelligence.Breast Cancer Res2022
35693032Predicting biochemical recurrence of prostate cancer with artificial intelligence.Commun Med (Lond)2022
35869179Unleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations.NPJ Digit Med2022
36358842Generalization of Deep Learning in Digital Pathology: Experience in Breast Cancer Metastasis Detection.Cancers (Basel)2022
36347887Deep learning for fully-automated nuclear pleomorphism scoring in breast cancer.NPJ Breast Cancer2022
35046392Automated quantification of levels of breast terminal duct lobular (TDLU) involution using deep learning.NPJ Breast Cancer2022
34850262Recommendations for diagnosing STIC: a systematic review and meta-analysis.Virchows Arch2022
35204526Computer-Aided Assessment of Melanocytic Lesions by Means of a Mitosis Algorithm.Diagnostics (Basel)2022
35238696Artificial Intelligence in Pediatric Pathology: The Extinction of a Medical Profession or the Key to a Bright Future?Pediatr Dev Pathol2022
34927672Parietal epithelial cells maintain the epithelial cell continuum forming Bowman's space in focal segmental glomerulosclerosis.Dis Model Mech2022
34791536Artificial intelligence applied to breast pathology.Virchows Arch2022
31442971Neural Image Compression for Gigapixel Histopathology Image Analysis.IEEE Trans Pattern Anal Mach Intell2021
33650042Improving tumor budding reporting in colorectal cancer: a Delphi consensus study.Virchows Arch2021
33647784Residual cyclegan for robust domain transformation of histopathological tissue slides.Med Image Anal2021
33729928Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.IEEE Trans Med Imaging2021
33640523Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics.Breast2021
34419100Interobserver variability between experienced and inexperienced observers in the histopathological analysis of Wilms tumors: a pilot study for future algorithmic approach.Diagn Pathol2021
33990804Deep learning in histopathology: the path to the clinic.Nat Med2021
34006891Quantitative assessment of inflammatory infiltrates in kidney transplant biopsies using multiplex tyramide signal amplification and deep learning.Lab Invest2021
34226201Metabolic Screening of Cytotoxic T-cell Effector Function Reveals the Role of CRAC Channels in Regulating Lethal Hit Delivery.Cancer Immunol Res2021
33260110HookNet: Multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images.Med Image Anal2021
32318315Value of Public Challenges for the Development of Pathology Deep Learning Algorithms.J Pathol Inform2020
31926805Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study.Lancet Oncol2020
32873856Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer.Sci Rep2020
32179443Histological subtypes in triple negative breast cancer are associated with specific information on survival.Ann Diagn Pathol2020
30696866Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard.Sci Rep2019
31754628Application of convolutional neural networks to breast biopsies to delineate tissue correlates of mammographic breast density.NPJ Breast Cancer2019
31871843Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks.PeerJ2019
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Collaborators

Geert Litjens
Radboud Institute for Health Sciences, Radboud University Medical Center
Co-authored papers 33
Maschenka Balkenhol
Radboud University Medical Center
Co-authored papers 16
Peter Bult
Radboud University Medical Center
Co-authored papers 14
Babak Ehteshami Bejnordi
Radboud University Medical Center
Co-authored papers 13
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 11
Meyke Hermsen
Radboud University Medical Center
Co-authored papers 11
Peter Bandi
Radboud Institute for Molecular Life Sciences, Radboud University Medical Center
Co-authored papers 9
Nico Karssemeijer
Radboud University Medical Center
Co-authored papers 9
Paul J van Diest
University Medical Center Utrecht
Co-authored papers 8
Mark E Sherman
Mayo Clinic
Co-authored papers 8
David Tellez
Phoenix Children's Hospital
Co-authored papers 6
Oscar Geessink
Radboud University Medical Center
Co-authored papers 6
Willem Vreuls
Canisius Wilhelmina Hospital
Co-authored papers 6
Michael Vieth
Institute of Pathology, Friedrich-Alexander-University Erlangen-Nuremberg
Co-authored papers 6
Marcory C R F van Dijk
1Rijnstate Hospital
Co-authored papers 5
Andrew H Beck
Beth Israel Deaconess Medical Center, Harvard Medical School
Co-authored papers 4
Heidi V N K??sters-Vandevelde
Canisius Wilhelmina Hospital
Co-authored papers 4
Quirine F Manson
Alrijne Hospital Leiderdorp
Co-authored papers 4
Jochen K Lennerz
Massachusetts General Hospital/Harvard Medical School
Co-authored papers 3
Tanya L Hoskin
Division of Biostatistics and Clinical Trials, Mayo Clinic
Co-authored papers 3
Amy C Degnim
Mayo Clinic
Co-authored papers 3
Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 3
Fred C G J Sweep
Radboud University Medical Centre
Co-authored papers 3
Stephen M Hewitt
Center for Cancer Research, National Cancer Institute
Co-authored papers 3
Nikolas Stathonikos
University Medical Center Utrecht
Co-authored papers 3
Stacey J Winham
Mayo Clinic
Co-authored papers 3
David L Rimm
Yale University School of Medicine
Co-authored papers 3
Wei Yang
Co-authored papers 2
Jorge S Reis-Filho
Memorial Sloan-Kettering Cancer Center
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Paula I Gonzalez-Ericsson
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