An explainable transformer model learning from entire treatment timelines for pan-cancer risk profiling across healthcare systems
Philipp Keyl, Niklas Kiermeyer, Jonah Bosserhoff, Tim Lenfers et autres
0 citationsmedRxiv
Niklas Kiermeyer
Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.
32Publications signalées
25Citations signalées
4Affiliations récentes
Institutions déclarées
Domaines associés
Radiomics and Machine Learning in Medical ImagingColorectal Cancer Screening and DetectionMachine Learning in HealthcareTopic ModelingColorectal Cancer Surgical Treatments
Publications récentes
Large language models enable prognostic stratification of cancer patients using real-world clinical notes
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich et autres
0 citationsPLOS Digital Health
Flow diagram for patients included in the analyses.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Comparison of metastatic site frequencies in stage IV NSCLC and colon cancer between a structured clinical database and LLM-based extraction.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Results of univariate Cox proportional-hazards models evaluating the association between LLM-extracted covariates and overall survival.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
LLM extraction accuracy by patient subgroup, NSCLC cohort.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Integrated Brier Score and calibration of survival models in NSCLC and colon cancer.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Subgroup analysis of model discrimination in NSCLC and colon cancer cohorts.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Histogram distributions of LLM-created composite scores for physical condition and survival in NSCLC and colon cancer cohorts.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Results of univariate and multivariate Cox proportional-hazards models for the colon cancer cohort evaluating the association between LLM-inferred scores and overall survival.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Excerpts from clinical notes of four patients and their corresponding LLM-based interpretations.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
Validation of LLM-derived physical condition score against structured ECOG performance status.
Niklas Kiermeyer, Tim Lenfers, Amin Dada, Julian Friedrich (16484665) et autres
0 citationsFigshare
BNTIC News n’est pas le producteur de ces données. Recherche à la demande dans Crossref et Europe PMC, sans clé ; OpenAlex reste optionnel. Aucun service payant requis, aucune réponse conservée. Sources et limites.