Louisa Labohm
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View article: Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models
Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models Open
The studied methods are highly relevant for epidemiological researchers to create more accurate survival models, which can help physicians make informed decisions about appropriate therapies and management of patients with lung cancer, ult…
View article: Learning debiased graph representations from the OMOP common data model for synthetic data generation
Learning debiased graph representations from the OMOP common data model for synthetic data generation Open
Background Generating synthetic patient data is crucial for medical research, but common approaches build up on black-box models which do not allow for expert verification or intervention. We propose a highly available method which enables…
View article: Longer survival from melanoma in Germany
Longer survival from melanoma in Germany Open
The survival of melanoma patients has improved over the past 20 years. From 2010-14 to the most recent period, the largest changes were seen in advanced tumor stages. This favorable development coincided with the introduction of new therap…
View article: Survival Analysis for Lung Cancer Patients: A Comparison of Cox Regression and Machine Learning Models
Survival Analysis for Lung Cancer Patients: A Comparison of Cox Regression and Machine Learning Models Open
View article: Reduced Psychosocial Well-Being among the Children of Women with Early-Onset Breast Cancer
Reduced Psychosocial Well-Being among the Children of Women with Early-Onset Breast Cancer Open
Background: Approximately 27% of female breast cancer patients are diagnosed before the age of 55, a group often comprising mothers with young children. Maternal psychosocial well-being significantly impacts these children’s psychosocial w…
View article: Young Adult German Breast Cancer Patients Participating in a Three-Week Inpatient Mother–Child Rehab Program Have High Needs for Supportive Care
Young Adult German Breast Cancer Patients Participating in a Three-Week Inpatient Mother–Child Rehab Program Have High Needs for Supportive Care Open
A known cut-off problem hampers the interpretation of quality of life (QOL) scores. The purpose of this study was to apply a novel approach for the EORTC QLQ-C30 instrument to identify the proportion of breast cancer (BC) patients in need …