Perrin E. Romine
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View article: Thorax‐encompassing multi‐modality PET/CT deep learning model for resected lung cancer prognostication: A retrospective, multicenter study
Thorax‐encompassing multi‐modality PET/CT deep learning model for resected lung cancer prognostication: A retrospective, multicenter study Open
Background Patients with early‐stage non‐small cell lung cancer (NSCLC) typically receive surgery as their primary form of treatment. However, studies have shown that a high proportion of these patients will experience a recurrence after t…
View article: Adaptation of a Tailored Lung Cancer Screening Decision Aid for People With HIV
Adaptation of a Tailored Lung Cancer Screening Decision Aid for People With HIV Open
People with HIV and providers were enthusiastic about specific tools for SDM that are personalized and tailored for people with HIV, that make recommendations, and that inform LCS decision-making. Divergent views on presenting patient-faci…
View article: Predicting recurrence risks in lung cancer patients using multimodal radiomics and random survival forests
Predicting recurrence risks in lung cancer patients using multimodal radiomics and random survival forests Open
Our radiomic model, consisting of stage and tumor, peritumoral, and bone marrow features from CT and FDG PET-CT significantly stratified patients into low- and high-risk of recurrence/progression.
View article: Adaptive Fluorodeoxyglucose-Positron Emission Tomography Based Chemotherapy Selection for Metastatic Non-small Cell Lung Cancer
Adaptive Fluorodeoxyglucose-Positron Emission Tomography Based Chemotherapy Selection for Metastatic Non-small Cell Lung Cancer Open
Objectives The change in tumor fluorodeoxyglucose (FDG) uptake by positron emission tomography (PET) scan after one cycle of platinum-based chemotherapy has been shown to predict progression-free and overall survival (PFS and OS) among adv…
View article: An Assessment of Primary Care and Pulmonary Provider Perspectives on Lung Cancer Screening
An Assessment of Primary Care and Pulmonary Provider Perspectives on Lung Cancer Screening Open
Providers endorsed the benefits of lung cancer screening, but there are limitations in provider knowledge of key screening components. The most frequently reported barriers to screening represent a lack of clinical time or resources to add…