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KL 2354/3‐1

Funded outputs count: 30
Funder award ID: KL 2354/3‐1
OpenAlex ID: G3528256138
A deep learning framework for efficient pathology image analysis
2026 · Peter Neidlinger, Tim Lenz, et al. · Nature Communications · 21
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Alcohol consumption and molecular subtypes of colorectal cancer: pooled observational and Mendelian randomization analyses
2026 · Christos V Chalitsios, Wing Ching Chan, et al. · American Journal of Clinical Nutrition
TGF-β Pathway–Based Polygenic Risk Score Modifies the Association between Red Meat Intake and Colorectal Cancer Risk: Application of a Novel Pathway-Based PRS Method
2026 · Joel Sanchez Mendez, Bryan Queme, et al. · Cancer Epidemiology Biomarkers & Prevention · 1
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Deep learning‐based H&E‐derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response
2026 · Nic G Reitsam, Xiaofeng Jiang, et al. · The Journal of Pathology · 4
Genomic characterization of colorectal tumors: insights into significantly mutated genes, pathways, and survival outcomes
2025 · Tabitha A. Harrison, Syed H. Zaidi, et al. · BMC Cancer · 2
330P Open the black box: Transparent prognostic prediction and discovery with AI de novo designed spatial biomarkers
2025 · J. Liang, X. Jiang, et al. · ESMO Real World Data and Digital Oncology
HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer
2025 · Chiara M. L. Loeffler, Hideaki Bando, et al. · Nature Communications · 28
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Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology
2024 · Marco Gustav, Nic Gabriel Reitsam, et al. · npj Precision Oncology · 40
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Body size and risk of colorectal cancer molecular defined subtypes and pathways: Mendelian randomization analyses
2024 · Nikos Papadimitriou, Conghui Qu, et al. · EBioMedicine · 13
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Association between circulating inflammatory markers and adult cancer risk: a Mendelian randomization analysis
2024 · James Yarmolinsky, Jamie W. Robinson, et al. · EBioMedicine · 54
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Genome-Wide Gene–Environment Interaction Analyses to Understand the Relationship between Red Meat and Processed Meat Intake and Colorectal Cancer Risk
2023 · Mariana C. Stern, Joel Sanchez Mendez, et al. · Cancer Epidemiology Biomarkers & Prevention · 19
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Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study
2023 · Sophia J. Wagner, Daniel Reisenbüchler, et al. · Cancer Cell · 310
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Elucidating the Risk of Colorectal Cancer for Variants in Hereditary Colorectal Cancer Genes
2023 · Khalid Mahmood, Minta Thomas, et al. · Gastroenterology · 9
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Using DEPendency of Association on the Number of Top Hits (DEPTH) as a Complementary Tool to Identify Novel Colorectal Cancer Susceptibility Loci
2023 · John Lai, Chi Kuen Wong, et al. · Cancer Epidemiology Biomarkers & Prevention · 2
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Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study
2023 · Jan Moritz Niehues, Philip Quirke, et al. · Cell Reports Medicine · 104
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Genome-wide analyses characterize shared heritability among cancers and identify novel cancer susceptibility regions
2023 · Sara Lindström, Lu Wang, et al. · JNCI Journal of the National Cancer Institute · 34
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Bovine meat and milk factor protein expression in tumor‐free mucosa of colorectal cancer patients coincides with macrophages and might interfere with patient survival
2023 · Ekaterina Nikitina, Amelie Burk‐Körner, et al. · Molecular Oncology · 12
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Learning high-order interactions for polygenic risk prediction
2023 · Michela C. Massi, Nicola R. Franco, et al. · PLoS ONE · 7
Validation of the prognostic value of CD3 and CD8 cell densities analogous to the Immunoscore® by stage and location of colorectal cancer: an independent patient cohort study
2022 · Elizabeth Alwers, Jakob N Kather, et al. · The Journal of Pathology Clinical Research · 22
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Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
2022 · Narmin Ghaffari Laleh, Hannah Sophie Muti, et al. · Medical Image Analysis · 198
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Incorporation of functional status, frailty, comorbidities and comedication in prediction models for colorectal cancer survival
2022 · Li‐Ju Chen, Thi Ngoc Mai Nguyen, et al. · International Journal of Cancer · 15
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Artificial intelligence for detection of microsatellite instability in colorectal cancer—a multicentric analysis of a pre-screening tool for clinical application
2022 · A. Echle, N. Ghaffari Laleh, et al. · ESMO Open · 121
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Weakly supervised annotation‐free cancer detection and prediction of genotype in routine histopathology
2021 · Peter Leonard Schrammen, Narmin Ghaffari Laleh, et al. · The Journal of Pathology · 82
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Association of Polypharmacy with Colorectal Cancer Survival Among Older Patients
2021 · Li-Ju Chen, Thi Ngoc Mai Nguyen, et al. · The Oncologist · 26
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Association of Comedication Quality With Chemotherapy-Related Adverse Drug Reactions and Survival in Older Colorectal Cancer Patients
2021 · Li-Ju Chen, Thi Ngoc Mai Nguyen, et al. · The Journals of Gerontology Series A · 7