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2025
Out-of-distribution generalization for segmentation of lymph node metastasis in breast cancer
Scientific Reports
2025
Attention-Based Whole-Slide Image Compression Achieves Pathologist-Level Prescreening of Multiorgan Routine Histopathology Biopsies
Modern Pathology
2025
Deep learning for multiclass tumor cell detection in histopathology slides of hereditary diffuse gastric cancer
iScience
2025
Efficient Tissue Detection in Whole-Slide Images Using Classical and Hybrid Methods: Benchmark on TCGA Cancer Cohorts
Cancers
2025
Automated quantification and feature extraction of nuclei in diffuse large B-cell lymphoma using advanced imaging techniques
Biomedical Physics & Engineering Express
2025
Enhanced HoVerNet Optimization for Precise Nuclei Segmentation in Diffuse Large B-Cell Lymphoma
Diagnostics
2024
Multi-resolution deep learning characterizes tertiary lymphoid structures and their prognostic relevance in solid tumors
Communications Medicine
2024
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
2ND INTERNATIONAL INTERDISCIPLINARY SCIENTIFIC CONFERENCE ON GREEN ENERGY, ENVIRONMENTAL AND RENEWABLE ENERGY, ADVANCED MATERIALS, AND SUSTAINABLE DEVELOPMENT: ICGRMSD24
2024
What can machine vision do for lymphatic histopathology image analysis: a comprehensive review
Artificial Intelligence Review
2024
Automatic quantification of tumor-stroma ratio as a prognostic marker for pancreatic cancer
PLOS ONE
2024
Lecture Notes in Networks and Systems
2024
Computational pathology: A survey review and the way forward
Journal of Pathology Informatics
2024
Histology-Based Radiomics for [18F]FDG PET Identifies Tissue Heterogeneity in Pancreatic Cancer
Journal of Nuclear Medicine
2024
2024 IEEE International Symposium on Biomedical Imaging (ISBI)
2023
Predictive uncertainty estimation for out-of-distribution detection in digital pathology
Medical Image Analysis
2023
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2023
Gigapixel end-to-end training using streaming and attention
Medical Image Analysis
2023
A multi-scale 3-stacked-layer coned U-net framework for tumor segmentation in whole slide images
Biomedical Signal Processing and Control
2023
Artificial intelligence for digital and computational pathology
Nature Reviews Bioengineering
2023
An automatic entropy method to efficiently mask histology whole-slide images
Scientific Reports
2023
Continual learning strategies for cancer-independent detection of lymph node metastases
Medical Image Analysis
2023
2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
2023
A joint Multi-decoder Dual-attention U-Net framework for tumor segmentation in Whole Slide Images
Journal of King Saud University - Computer and Information Sciences
2023
A comprehensive review of the deep learning-based tumor analysis approaches in histopathological images: segmentation, classification and multi-learning tasks
Cluster Computing
2023
PROACTING: predicting pathological complete response to neoadjuvant chemotherapy in breast cancer from routine diagnostic histopathology biopsies with deep learning
Breast Cancer Research
2022
High‐throughput whole‐slide scanning to enable large‐scale data repository building
The Journal of Pathology
2022
2022 13th International Conference on Information and Communication Systems (ICICS)
2022
Digitalisierung in der Dermatopathologie
Die Dermatologie
2022
Multiplex Immunofluorescence and the Digital Image Analysis Workflow for Evaluation of the Tumor Immune Environment in Translational Research
Frontiers in Oncology
2022
Medical Imaging 2022: Digital and Computational Pathology
2022
Lecture Notes in Networks and Systems
2022
Staining condition visualization in digital histopathological whole-slide images
Multimedia Tools and Applications
2022
H2G-Net: A multi-resolution refinement approach for segmentation of breast cancer region in gigapixel histopathological images
Frontiers in Medicine
2022
Convolutional Neural Networks for the Evaluation of Chronic and Inflammatory Lesions in Kidney Transplant Biopsies
The American Journal of Pathology
2022
Advances in Intelligent Systems and Computing
2021
Smart Innovation, Systems and Technologies
2021
Deep computational pathology in breast cancer
Seminars in Cancer Biology
2021
Developing image analysis pipelines of whole-slide images: Pre- and post-processing
Journal of Clinical and Translational Science
2021
FastPathology: An Open-Source Platform for Deep Learning-Based Research and Decision Support in Digital Pathology
IEEE Access
2021
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels
IEEE Transactions on Medical Imaging
2021
Deep Learning-Based Identification of Spinal Metastasis in Lung Cancer Using Spectral CT Images
Scientific Programming
2021
Overcoming an Annotation Hurdle: Digitizing Pen Annotations from Whole Slide Images
Journal of Pathology Informatics
2020
Image-to-image translation for automatic ink removal in whole slide images
Journal of Medical Imaging
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