Harnessing uncertainty in radiotherapy auto-segmentation quality assurance

• Kareem A. Wahid,
• Jaakko Sahlsten,
• Joel Jaskari,
• Michael J. Dohopolski,
• Kimmo Kaski,
• Renjie He,
• Enrico Glerean,
• Benjamin H. Kann,
• Antti Mäkitie,
• Clifton D. Fuller,
• Mohamed A. Naser,
• David Fuentes

Affiliations

Kareem A. Wahid

Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Corresponding author at: Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Jaakko Sahlsten

Department of Computer Science, Aalto University School of Science, Espoo, Finland

Joel Jaskari

Department of Computer Science, Aalto University School of Science, Espoo, Finland

Michael J. Dohopolski

Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, USA

Kimmo Kaski

Department of Computer Science, Aalto University School of Science, Espoo, Finland

Renjie He

Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA

Enrico Glerean

Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland

Benjamin H. Kann

Artificial Intelligence in Medicine Program, Brigham and Women’s Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA

Antti Mäkitie

Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Research Program in Systems Oncology, University of Helsinki, Helsinki, Finland

Clifton D. Fuller

Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA

Mohamed A. Naser

Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA

David Fuentes

Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA