Video recordings

SESSION 1

Keynote presentation

AI in pathology: promise and potential
Monika Lamba Saini (CellCarta, Belgium)

Oral presentations


Automated Quantification Of Blood Microvessels In Hematoxylin And Eosin Whole Slide Images
Azam Hamidinekoo, Anna Kelsey, Nicholas Trahearn, Joanna Selfe, Janet Shipley, Yinyin Yuan
HistoCartography: A Toolkit for Graph Analytics in Digital Pathology
Guillaume Jaume, Pushpak Pati, Valentin Anklin, Antonio Foncubierta, Maria Gabrani
Detecting genetic alterations in BRAF and NTRK as oncogenic drivers in digital pathology images: towards model generalization within and across multiple thyroid cohorts
Johannes Höhne, Jacob de Zoete, Arndt A Schmitz, Tricia Bal, Emmanuelle di Tomaso, Matthias Lenga

Software pitches

A practical guide to using HookNet
Mart van Rijthoven  
Stainlib: a python library for augmentation and normalization of histopathology H&E images
Niccolò Marini 
Multi_Scale_Tools: a python library to exploit multi-scale whole slide images
Niccolò Marini
QuickAnnotator
Andrew Janowczyk

SESSION 2

Keynote presentation

Taking AI to the next level with Data Centric approach in Computational Pathology
Chen Sagiv (DeePathology.ai, Israel)

Oral presentations


SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification
Marvin Lerousseau, Maria Vakalopoulou, Eric Deutsch, Nikos Paragios
Multi-scale Regional Attention Deeplab3+: Multiple Myeloma Plasma Cells Segmentation in Microscopic Images
Afshin Bozorgpour, Reza Azad, Eman Showkatian, Alaa Sulaiman
Symmetric Dense Inception Network for Simultaneous Cell Detection and Classification in Multiplex Immunohistochemistry Images
Hanyun Zhang, Tami Grunewald, Ayse U. Akarca, Teresa Marafioti, Jonathan A. Ledermann, Yinyin Yuan

SESSION 3

Keynote presentation

Data-efficient and multimodal computational pathology
Faisal Mahmood (Harvard Medical School)

Oral presentations

Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers
Charlie Saillard, Olivier Dehaene, Tanguy Marchand, Olivier Moindrot, Aurélie Kamoun, Benoit Schmauch, Simon Jegou
Automatic and explainable grading of meningiomas from histopathology images
Jonathan Ganz, Tobias Kirsch, Christof Albert Bertram, Christoph Hoffmann, Andreas Maier, Katharina Breininger, Ingmar Blümcke, Samir Jabari, Marc Aubreville
Robust quad-tree based registration of whole slide images
Christian Marzahl, Frauke Wilm, Christine Kröger, Franz F Dressler, Lars Tharun, Sven Perner, Christof Bertram, Jörn Voigt, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger  

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