Mattias Rantalainen

Stockholm, AB, Sweden

Last Updated: 09/26/2026

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Found 60 publications

AI-assisted image analysis of tumor-infiltrating lymphocytes as a prognostic marker in chemotherapy-naïve luminal breast cancer.

AI-assisted image analysis of tumor-infiltrating lymphocytes as a prognostic marker in chemotherapy-naïve luminal breast cancer.

Journal: NPJ breast cancer

Published: October 24, 2025

Pathological response to pembrolizumab-based neoadjuvant therapy in ER-low vs. ER-zero breast cancer: a Swedish population-based cohort study.

Pathological response to pembrolizumab-based neoadjuvant therapy in ER-low vs. ER-zero breast cancer: a Swedish population-based cohort study.

Journal: Breast cancer research : BCR

Published: September 07, 2025

Breaking down the costs for breast cancer: Insights from Sweden's national quality register.

Breaking down the costs for breast cancer: Insights from Sweden's national quality register.

Journal: Breast (Edinburgh, Scotland)

Published: August 05, 2025

Validation of a deep learning-based AI model for breast cancer risk stratification in postmenopausal ER+/HER2-breast cancer patients.

Validation of a deep learning-based AI model for breast cancer risk stratification in postmenopausal ER+/HER2-breast cancer patients.

Journal: Breast (Edinburgh, Scotland)

Published: July 22, 2025

Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol.

Development and retrospective validation of an artificial intelligence system for diagnostic assessment of prostate biopsies: study protocol.

Journal: BMJ open

Published: July 07, 2025

AI assessment of tumor-infiltrating lymphocytes on routine H&E-slides as a predictor of response to neoadjuvant therapy in breast cancer-a real-world study.

AI assessment of tumor-infiltrating lymphocytes on routine H&E-slides as a predictor of response to neoadjuvant therapy in breast cancer-a real-world study.

Journal: Virchows Archiv : an international journal of pathology

Published: June 24, 2025

Pathway activation model for personalized prediction of drug synergy.

Pathway activation model for personalized prediction of drug synergy.

Journal: eLife

Published: June 03, 2025

Artificial Intelligence for histopathological diagnosis and grading of breast cancer in Ethiopia.

Artificial Intelligence for histopathological diagnosis and grading of breast cancer in Ethiopia.

Journal: Pathology, research and practice

Published: March 12, 2025

Histological Grade Has Clinical Validity in Neoadjuvant-Treated Breast Cancer: A Multicenter Study.

Histological Grade Has Clinical Validity in Neoadjuvant-Treated Breast Cancer: A Multicenter Study.

Journal: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc

Published: January 23, 2025

A method for spatial interpretation of weakly supervised deep learning models in computational pathology.

A method for spatial interpretation of weakly supervised deep learning models in computational pathology.

Journal: Scientific reports

Published: November 20, 2024

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence-Assisted Cancer Diagnosis.

Physical Color Calibration of Digital Pathology Scanners for Robust Artificial Intelligence-Assisted Cancer Diagnosis.

Journal: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc

Published: August 15, 2024

Prediction of gene expression-based breast cancer proliferation scores from histopathology whole slide images using deep learning.

Prediction of gene expression-based breast cancer proliferation scores from histopathology whole slide images using deep learning.

Journal: BMC cancer

Published: August 02, 2024

Showing 1-12 of 60

Last Updated: 09/26/2026