6 papers
Effect of User-Prompted Priors on Semi-Automated Cancer Lesion Segmentation in Whole-Body Computed Tomography
Isac Stark, Johan Ãfverstedt, Elin Lundström +3
In clinical oncology studies, metastatic cancer is commonly evaluated using "Response Evaluation Criteria in Solid Tumors" (RECIST), in which the diameter of up to five lesions is…
Time-Conditioned and Multi-Time Survival Prediction from 2D PET/CT Projections in Lung Cancer
Ashish Chauhan, Sambit Tarai, Elin Lundström +3
Accurate prediction of overall survival (OS) from positron emission tomography/computed tomography (PET/CT) can support personalized treatment and follow-up strategies in oncology.…
Time-driven Survival Analysis from FDG-PET/CT in Non-Small Cell Lung Cancer
Sambit Tarai, Ashish Chauhan, Elin Lundström +5
Purpose: Automated medical image-based prediction of clinical outcomes, such as overall survival (OS), has great potential in improving patient prognostics and personalized treatme…
A method for tissue-mask supported whole-body image registration in the UK Biobank
Yasemin Utkueri, Elin Lundström, Elin Lundström +5
The UK Biobank is a large-scale study collecting imaging and non-imaging health data. Robust and accurate inter-subject image registration of these whole-body MR images would enabl…
Towards prediction of morphological heart age from computed tomography angiography
Johan Ãfverstedt, Elin Lundström, HÃ¥kan Ahlström +1
Age prediction from medical images or other health-related non-imaging data is an important approach to data-driven aging research, providing knowledge of how much information a sp…
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
Johan Ãfverstedt, Elin Lundström, Göran Bergström +2
The study of associations between an individual's age and imaging and non-imaging data is an active research area that attempts to aid understanding of the effects and patterns of…