Derek Allman

Photoacoustic Source Detection and Reflection Artifact Removal Enabled by Deep Learning

Derek Allman, Austin Reiter, Muyinatu A. Lediju Bell · IEEE Transactions on Medical Imaging · 2018 · 229 citations · Full text

Convolutional Neural Network, Reflection Artifact, Engineering +18

<i>In Vivo</i> Demonstration of Photoacoustic Image Guidance and Robotic Visual Servoing for Cardiac Catheter-Based Interventions

Michelle Graham, Fabrizio Assis, Derek Allman et al. · IEEE Transactions on Medical Imaging · 2019 · 73 citations · Full text

In vivo photoacoustic imaging of major blood vessels in the pancreas and liver during surgery

Kelley M. Kempski, Alycen Wiacek, Michelle Graham et al. · Journal of Biomedical Optics · 2019 · 43 citations · Full text

A machine learning method to identify and remove reflection artifacts in photoacoustic channel data

Derek Allman, Austin Reiter, Muyinatu A. Lediju Bell · 2017 IEEE International Ultrasonics Symposium (IUS) · 2017 · 39 citations

Convolutional Neural Network, Engineering, Spectrum Estimation +26

A deep learning-based approach to identify in vivo catheter tips during photoacoustic-guided cardiac interventions

Derek Allman, Muyinatu A. Lediju Bell, Jonathan Chrispin et al. · Photons Plus Ultrasound: Imaging and Sensing 2019 · 2019 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +22