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Publications & Presentations

Peer-reviewed publications

Presentations & posters at international conferences

  • An automated and accurate methodology to assess Ki-67 labeling index of immunohistochemical staining images of breast cancer tissues.

    25th International Conference on Systems, Signals and Image Processing (IWSSIP), Maribor, Slovenia, June 20-22, 2018. Abstract at pp.1-5

  • Patch-level nuclear pleomorphism scoring using convolutional neural networks,

    International Conference on Computer Analysis of Images and Patterns (CAIP) Virtual Conference, 28-30 September 2021. Abstract in Lecture Notes in Computer Science, Part 1 / Biomedical Image and Pattern Analysis, p185, 2021

  • Artificial intelligence-based mitoses counting in gastrointestinal stromal tumours.

    33th European Congress of Pathology, August 28 - September 1, 2021, Gothenburg, Sweden. Abstract in Virchows Archiv, 479 (Suppl 1): S132, 2021

  • Whole slide histologic grading of breast cancer using convolutional neural networks.

    ASCO 2022, American Society of Clinical Oncology Annual Meeting, June 3-7, 2022, Chicago, IL. Abstract in Journal of Clinical Oncology 40, no. 16_suppl: e13607, 2022

  • An automated deep learning based mitotic cell detection and recognition in whole slide invasive breast cancer tissue images.

    E-poster at the 34th European Congress of Pathology, September 3-7, 2022, Basel, Switzerland. Abstract in Virchows Archiv, 481 (Suppl 1): S303, 2022

  • Artificial intelligence based improvement of pulmonary frozen section WSI’s - a pilot study.

    United States & Canadian Academy of Pathology (USCAP) 112th Annual Meeting, March 11-16, 2023, New Orleans, Louisiana. Abstract in Laboratory Investigation 103 (Suppl 1): S1675-S1676, 2023

  • Automated Mitotic Rate Detection in Primary Cutaneous Melanomas Using Artificial Intelligence.

    Digital Pathology Association / Pathology Visions 2023, Oct 29 - 31 2023, Orlando, Florida. Abstract in Journal of Pathology Informatics, in press

  • FFPE++: Improving the quality of formalin-fixed paraffin-embedded tissue imaging via contrastive unpaired image-to-image translation.

    Digital Pathology Association / Pathology Visions 2023, Oct 29 - 31 2023, Orlando, Florida. Abstract in Journal of Pathology Informatics, in press

  • A robust image synthesis and segmentation pipeline for histopathology.

    Digital Pathology Association / Pathology Visions 2023, Oct 29 - 31 2023, Orlando, Florida. Abstract in Journal of Pathology Informatics, in press

  • Deep learning-based virtual special staining of H&E-stained tissue sections.

    Digital Pathology Association / Pathology Visions 2023, Oct 29 - 31 2023, Orlando, Florida. Abstract in Journal of Pathology Informatics, in press

  • Digital analysis of breast cancer Ki-67 scores in different whole slide image formats.

    Digital Pathology Association / Pathology Visions 2023, Oct 29 - 31 2023, Orlando, Florida. Abstract in Journal of Pathology Informatics

  • AI-Powered Automated Analysis of Mitotic Figures in Soft Tissue Sarcomas Whole Slide Images.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 69 in Laboratory Investigation 104

  • AI-Powered Automated Analysis of Mitotic Figures in Soft Tissue Sarcomas Whole Slide Images.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 69 in Laboratory Investigation 104

  • Comparison of Two Quality Control Algorithms for Artifacts of Whole Slide Images.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 1258 in Laboratory Investigation 104 (Suppl 1): S1572-S1573, 2024

  • Validation of Algorithmic Ki-67 Scoring in Breast Cancer Using Four Different Whole Slide Image Formats.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 1295 in Laboratory Investigation 104 (Suppl 1): S1623, 2024

  • Validation of an AI-based Prostate Cancer Detection Algorithm in Different Image Formats.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 1296 in Laboratory Investigation 104 (Suppl 1): S1623-S1624, 2024

  • AI-Based Ganglion Cell Detection in Frozen Sections for the Diagnosis of Hirschsprung Disease.

    United States & Canadian Academy of Pathology (USCAP) 113th Annual Meeting, March 23-28, 2024, Baltimore, Maryland. Abstract # 1499 in Laboratory Investigation 104 (Suppl 1): S1874-S1875, 2024

  • Ki-67 Decision Support Algorithm for Pathology Residents.

    20th European Congress on Digital Pathology (ECDP2024), June 5-8, 2024, Vilnius, Lithuania

  • Securing patient data in clinical pathology: integrated deidentification workflow.

    Pathology Visions 2024 - Digital Pathology Association (DPA 24), November 3-5, 2024, Orlando, FL.

  • Image Registration Tool for Histological Images.

    1st Annual Congress of the Asian Society of Pathology 2024 - Asian Society of Pathology (ASDP 2024), October 4, 2024, Seoul, Korea.

  • Deep Learning for Breast Cancer: Semantic Segmentation of Invasive Regions in Whole Slide Images.

    Pathology Visions 2024 - Digital Pathology Association (DPA 24), November 3-5, 2024, Orlando, FL.

  • A Two-Stage Approach for Breast Cancer Lymph Node Metastasis Detection.

    Pathology Visions 2024 - Digital Pathology Association (DPA 24), November 3-5, 2024, Orlando, FL.

  • Computational Algorithm-Assisted Reclassification of HER2 Immunohistochemistry (0) Breast Carcinomas: Enhancing Detection of Subtle HER2 Expression.

    Laboratory Investigation, 105(3). USCAP 2025

  • Validation of an AI-Based Mitotic Counting Algorithm Trained on Breast Cancer in Soft Tissue Sarcoma, Osteosarcoma, and Melanoma: A Pilot Study.

    Laboratory Investigation, 105(3). USCAP 2025

  • Evaluating a Prostate Tumor Detection Algorithm Across Tru-cut, TUR, and HoLEP Biopsies.

    Laboratory Investigation, 105(3). USCAP 2025

  • Evaluating the Performance of a Prostate Tumor Detection Algorithm.

    Laboratory Investigation, 105(3). USCAP 2025

  • Transitioning to a Paperless Pathology Workflow.

    ECDP 2025

  • Comparative Analysis of State of the Art Extractive Question Answering Model for Histopathology Report Information Extraction.

    ECDP 2025

  • Automated Invasive Area Detection Algorithm for Breast Cancer.

    ECDP 2025

  • Algorithm-Assisted Evaluation Improves Consistency in Mitotic Counts, Ki-67 Scoring, and Grading in Gastroenteropancreatic Neuroendocrine Neoplasms: A Comparative Study.

    ECDP 2025

  • Novel AI Model for Soft Tissue Sarcoma Prognostication Using Automated Quantitative Mitotic Counts and Clinical Parameters.

    Pathology visions 2025

  • Algorithm-Aided Reclassification of HER2 IHC 0 Cases.

    ASDP 2025

  • Cross-Domain Validation of an AI-Based Mitotic Counting Algorithm in Sarcomas and Melanomas.

    USCAP 2026

  • Comparison of Manual and Automated Ki-67 Proliferation Index Assessment in Pancreatic Neuroendocrine Neoplasms.

    USCAP 2026

  • Impact of Algorithm Assisted Scoring on Pathologist Concordance in PD-L1 Immunohistochemistry of Urothelial Carcinoma.

    USCAP 2026

  • Performance of an AI Algorithm for Detecting Sentinel Lymph-Node Metastasis in Breast Cancer: High Specificity with Limited Micrometastasis Sensitivity.

    ECDP 2026

  • Algorithm-Based Reclassification of HER2 IHC 0 Breast Carcinomas.

    ECDP 2026

  • Artificial intelligence algorithm to improve image quality of frozen sections: a validation study from a tertiary cancer centre in Indi.

    ASDP 2025

Book chapters

Patch-based Approaches to Whole Slide Histologic Grading of Breast Cancer using Convolutional Neural Networks.
in: Diagnostic Biomedical Signal and Image Processing Applications With Deep Learning Methods,  Elsevier Science, May 2023

Papers presented at national conferences