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Randy L. Gollub
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Publications
- 2021
- [j26]Sheng He, Diana Pereira, Juan David Perez, Randy L. Gollub, Shawn N. Murphy, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou:
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan. Medical Image Anal. 72: 102091 (2021) - 2020
- [c3]Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou:
Brain Age Estimation Using LSTM on Children's Brain MRI. ISBI 2020: 1-4 - [i2]Sheng He, Randy L. Gollub, Shawn N. Murphy, Juan David Perez, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou:
Brain Age Estimation Using LSTM on Children's Brain MRI. CoRR abs/2002.09045 (2020) - 2018
- [j21]Yangming Ou, Lilla Zöllei, Xiao Da, Kallirroi Retzepi, Shawn N. Murphy, Elizabeth R. Gerstner, Bruce R. Rosen, Patricia Ellen Grant, Jayashree Kalpathy-Cramer, Randy L. Gollub:
Field of View Normalization in Multi-Site Brain MRI. Neuroinformatics 16(3-4): 431-444 (2018) - 2017
- [j20]Jorge L. Bernal-Rusiel, Nicolas Rannou, Randy L. Gollub, Steve Pieper, Shawn N. Murphy, Richard Robertson, Patricia Ellen Grant, Rudolph Pienaar:
Reusable Client-Side JavaScript Modules for Immersive Web-Based Real-Time Collaborative Neuroimage Visualization. Frontiers Neuroinformatics 11: 32 (2017) - 2015
- [j17]Yangming Ou, Randy L. Gollub, Kallirroi Retzepi, Nathaniel Reynolds, Rudolph Pienaar, Steve Pieper, Shawn N. Murphy, Patricia Ellen Grant, Lilla Zöllei:
Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images. NeuroImage 122: 246-261 (2015) - 2013
- [c2]Shawn N. Murphy, Christopher Herrick, Victor M. Castro, Randy L. Gollub, Nathaniel Reynolds, Patricia Ellen Grant:
Amassing Pediatric Brain MRI's to Understand "Normal" using Mi2b2. AMIA 2013
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