Augmenting camera images with gamma detector data : A novel approach to support sentinel lymph node biopsy.
Peter A von NiederhäusernSimon PezoldUri NahumCarlo SeppiGuillaume NicolasMichael RissiStephan K HaerlePhilippe C CattinPublished in: EJNMMI physics (2019)
Combining a multi-pinhole collimator with axis-aligned miniature cameras to augment optical images using gamma detector data is promising. As such, our approach might be applicable for breast cancer and melanoma staging as well, which are also based on sentinel lymph node biopsy.
Keyphrases
- sentinel lymph node
- lymph node
- early stage
- convolutional neural network
- neoadjuvant chemotherapy
- deep learning
- electronic health record
- ultrasound guided
- fine needle aspiration
- optical coherence tomography
- big data
- high speed
- high resolution
- pet ct
- machine learning
- data analysis
- squamous cell carcinoma
- computed tomography
- young adults
- monte carlo
- skin cancer
- rectal cancer