Didem Cifci

Aachen, NW, Germany

Last Updated: 09/26/2026

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Found 11 publications

Deep learning predicts microsatellite instability status in colorectal carcinoma in an ethnically heterogeneous population in South Africa.

Deep learning predicts microsatellite instability status in colorectal carcinoma in an ethnically heterogeneous population in South Africa.

Journal: Journal of clinical pathology

Published: January 09, 2025

Deep learning can predict cardiovascular events from liver imaging.

Deep learning can predict cardiovascular events from liver imaging.

Journal: JHEP reports : innovation in hepatology

Published: October 05, 2024

Density and entropy of immune cells within the tumor microenvironment of primary tumors and matched brain metastases.

Density and entropy of immune cells within the tumor microenvironment of primary tumors and matched brain metastases.

Journal: Acta neuropathologica communications

Published: August 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

Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer.

Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer.

Journal: NPJ breast cancer

Published: May 29, 2023

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study.

Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study.

Journal: medRxiv : the preprint server for health sciences

Published: March 22, 2023

Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study.

Deep learning-based subtyping of gastric cancer histology predicts clinical outcome: a multi-institutional retrospective study.

Journal: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association

Published: March 17, 2023

Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology.

Self-supervised attention-based deep learning for pan-cancer mutation prediction from histopathology.

Journal: NPJ precision oncology

Published: August 22, 2022

Artificial intelligence to identify genetic alterations in conventional histopathology.

Artificial intelligence to identify genetic alterations in conventional histopathology.

Journal: The Journal of pathology

Published: December 29, 2021

Swarm learning for decentralized artificial intelligence in cancer histopathology.

Swarm learning for decentralized artificial intelligence in cancer histopathology.

Journal: Nature medicine

Published: November 18, 2021

Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy.

Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy.

Journal: Scientific reports

Published: October 26, 2021

Showing 1-11 of 11

Last Updated: 09/26/2026