Chiara L. Loeffler

Dresden, SN, Germany

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 31 publications

SCRIPT: Stratified clinical risk prediction from pathology reports using large language models.

SCRIPT: Stratified clinical risk prediction from pathology reports using large language models.

Journal: Journal of pathology informatics

Published: January 16, 2026

A deep learning framework for efficient pathology image analysis.

A deep learning framework for efficient pathology image analysis.

Journal: Nature communications

Published: October 14, 2025

Prognostic Value of Multicolor-Flow Cytometric Measurable Residual Disease Detection in Acute Myeloid Leukemia Prior to Allogeneic Hematopoietic Cell Transplantation: Potential Role of HLA-DR.

Prognostic Value of Multicolor-Flow Cytometric Measurable Residual Disease Detection in Acute Myeloid Leukemia Prior to Allogeneic Hematopoietic Cell Transplantation: Potential Role of HLA-DR.

Journal: Clinical lymphoma, myeloma & leukemia

Published: July 02, 2025

Vision-language models for automated video analysis and documentation in laparoscopic surgery: a proof-of-concept study.

Vision-language models for automated video analysis and documentation in laparoscopic surgery: a proof-of-concept study.

Journal: International journal of surgery (London, England)

Published: April 24, 2025

Assessing Genotype-Phenotype Correlations with Deep Learning in Colorectal Cancer: A Multi-Centric Study.

Assessing Genotype-Phenotype Correlations with Deep Learning in Colorectal Cancer: A Multi-Centric Study.

Journal: medRxiv : the preprint server for health sciences

Published: February 20, 2025

Constitutional epimutations in LTBP4, a component of the TGF-β signaling, and in BRCA1, as potential drivers of early-onset colorectal cancer.

Constitutional epimutations in LTBP4, a component of the TGF-β signaling, and in BRCA1, as potential drivers of early-onset colorectal cancer.

Journal: Clinical epigenetics

Published: February 06, 2025

Deep Learning for Biomarker Discovery in Cancer Genomes.

Deep Learning for Biomarker Discovery in Cancer Genomes.

Journal: bioRxiv : the preprint server for biology

Published: January 20, 2025

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

Journal: Nature communications

Published: September 19, 2024

Multimodal histopathologic models stratify hormone receptor-positive early breast cancer.

Multimodal histopathologic models stratify hormone receptor-positive early breast cancer.

Journal: Nature communications

Published: August 19, 2024

Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.

Assessing genotype-phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study.

Journal: The Lancet. Digital health

Published: April 24, 2024

Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides.

Journal: Nature communications

Published: February 29, 2024

Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.

Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types.

Journal: BMC biology

Published: January 08, 2024

Showing 1-12 of 31

Last Updated: 09/26/2026