Jessica C. Sieren

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 4

Top Topics

Lung Parenchyma

Landmark Detection

Texture Features

Reinforcement Learning

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Publications

Michal Brzus, Kevin Knoernschild, Jessica C. Sieren, Hans J. Johnson
PigSNIPE: Scalable Neuroimaging Processing Engine for Minipig MRI. Algorithms 16 (2) (2023)
Michal Brzus, Alexander B. Powers, Kevin Knoernschild, Jessica C. Sieren, Hans J. Johnson
Multi-agent reinforcement learning pipeline for anatomical landmark detection in minipigs. Medical Imaging: Image Processing (2022)
Syed Ahmed Nadeem, Eric A. Hoffman, Jessica C. Sieren, Alejandro P. Comellas, Surya P. Bhatt, Igor Z. Barjaktarevic, Fereidoun Abtin, Punam K. Saha
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. IEEE Trans. Medical Imaging 40 (1) (2021)
Johanna Uthoff, Jessica C. Sieren
Information theory optimization based feature selection in breast mammography lesion classification. ISBI (2018)
Samantha K. Dilger, Alexandra Judisch, Johanna Uthoff, Emily Hammond, J. D. Newell, Jessica C. Sieren
Improved pulmonary nodule classification utilizing lung parenchyma texture features. Medical Imaging: Computer-Aided Diagnosis (2015)
Emily Hammond, Samantha K. N. Dilger, Nicholas Stoyles, Alexandra Judisch, John Morgan, Jessica C. Sieren
Consistent and reproducible positioning in longitudinal imaging for phenotyping genetically modified swine. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2015)