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BRCAura RUO
Featured Case Study
BRCAura RUO
A histology model to predict germline BRCA1/2 mutations from HR+/HER2- breast cancer images
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Case Studies
Conference Posters
Scientific Papers
BRCAura RUO
Case Study
BRCAura RUO

A histology model to predict germline BRCA1/2 mutations from HR+/HER2- breast cancer images

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HE2RNA
Case Study
HE2RNA

Prediction of gene expression from H&E slides

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HER2 IHC quantification with AI
Case Study
HER2 IHC quantification with AI

Cell-level staining quantification for HER2 prediction using a lightweight IHC-specific foundation model

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Histomics
Case Study
Histomics

Revealing interpretable signatures of whole slide images

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MSIntuit CRC
Case Study
MSIntuit CRC

A pre-screen approach for MSI from digitized H&E slides

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RlapsRisk BC
Case Study
RlapsRisk BC

Prediction of patient prognosis from digitized pathology slides in early Breast Cancer (ER+/HER2-)

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TLS Detect
Case Study
TLS Detect

Prediction of patient’s TLS status from H&E whole slide images in pan-cancer cohort

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Poster
Deep-learning prediction of progression-free survival to EGFR inhibitors from H&E tissue slides in advanced EGFR-mutated non-small cell lung cancer
April 19, 2026
AACR 2026
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Poster
Beyond CRC: AI-powered MSI Status Detection Across Gastric, Endometrial and Biliary Tract Cancers— Robust Validation Across 11 International Cohorts and Novel Cross-Indication Insights
March 24, 2026
2026 USCAP Annual Meeting
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Poster
Comparative performance of an AI-based digital pathology tool and genomic signatures in early ER+/HER2- breast cancer
December 10, 2025
AACR: San Antonio Breast Cancer Symposium 2025
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Poster
A lightweight IHC-specific foundation model for diagnostic purposes
November 13, 2025
ESMO AI & Digital Oncology Congress 2025
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Poster
Cell-level staining quantification framework for HER2 prediction
November 13, 2025
ESMO AI & Digital Oncology Congress 2025
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Poster
Development & validation of BRCAura: A histology model to predict germline BRCA1/2 mutations from HR+/HER2- breast cancer images
October 20, 2025
ESMO Conference 2025
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Poster
Towards achieving full MSI reflex testing in CRC, GC and EC: an efficient and streamlined approach using deep learning
October 17, 2025
ESMO Conference 2025
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Poster
AI-Driven Microsatellite Instability Testing in Gastric and Endometrial Cancers: towards reflex testing
September 3, 2025
ECP Annual Meeting 2025
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Poster
Clinical Grade AI Model to Streamline MSI Testing: An External and Multicentric Validation Study
March 25, 2025
USCAP 2025
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Poster
Deep learning tertiary lymphoid structures detection on HES/H&E slides and association to survival outcome in sarcoma
September 9, 2024
ESMO Congress 2024
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Poster
Foundation Model Distillation to Develop Robust and Efficient AI Models for MSI Testing in Endometrial Cancer
September 7, 2024
ECP Annual Meeting 2025
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Poster
Optimizing MSI Testing with AI Using H&E Histology Slides of Colorectal Cancer Biopsies
September 7, 2024
European Congress of Pathology (ECP) 2024
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Breast Cancer
RlapsRisk BC
Deep learning assessment of metastatic relapse risk from digitized breast cancer histological slides
Nature Communications
Ingrid Garberis
et al.
July 1, 2025
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Machine Learning
Robust sensitivity control in digital pathology via tile score distribution matching
arXiv
Arthur Pignet
et al.
February 28, 2025
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Machine Learning
Distilling foundation models for robust and efficient models in digital pathology
arXiv
Alexandre Filiot
et al.
January 27, 2025
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Screening Biomarker
Machine Learning
Phikon-v2, A large and public feature extractor for biomarker prediction
arXiv
Alexandre Filiot
et al.
September 13, 2024
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Breast Cancer
Development of a Deep Learning model Tailored for HER2 Detection in Breast Cancer to aid pathologists in interpreting HER2-Low cases
Histopathology
Pierre-Antoine Bannier
et al.
July 14, 2024
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Colorectal Cancer
MSIntuit CRC
Validation of MSIntuit as an AI-based pre-screening tool for MSI detection from colorectal cancer histology slides
Nature Communications
Charlie Saillard
et al.
November 6, 2023
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Breast Cancer
RlapsRisk BC
Prediction of distant relapse in patients with invasive breast cancer from deep learning models applied to digital pathology slides
ESMO
Charlie Saillard
et al.
September 19, 2021
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Colorectal Cancer
MSIntuit CRC
Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers
arXiv
Olivier Dehaene
et al.
September 12, 2021
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