Rudolph Pienaar

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 8

Top Topics

Manifold Alignment

Transfer Learning

Top Venues

Medical Image Anal.

Frontiers Neuroinformatics

Publications

Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart H. Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jennings Zhang, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung
Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge. Medical Image Anal. 70 (2021)
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 (2021)
Markus D. Schirmer, Archana Venkataraman, Islem Rekik, Minjeong Kim, Stewart Mostofsky, Mary Beth Nebel, Keri Rosch, Karen Seymour, Deana Crocetti, Hassna Irzan, Michael Hütel, Sébastien Ourselin, Neil Marlow, Andrew Melbourne, Egor Levchenko, Shuo Zhou, Mwiza Kunda, Haiping Lu, Nicha C. Dvornek, Juntang Zhuang, Gideon Pinto, Sandip Samal, Jorge L. Bernal-Rusiel, Rudolph Pienaar, Ai Wern Chung
Neuropsychiatric Disease Classification Using Functional Connectomics - Results of the Connectomics in NeuroImaging Transfer Learning Challenge. CoRR (2020)
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 (2020)
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)
Rudolph Pienaar, Ata Turk, Jorge L. Bernal-Rusiel, Nicolas Rannou, Daniel Haehn, Patricia Ellen Grant, Orran Krieger
CHIPS: A Service for Collecting, Organizing, Processing, and Sharing Medical Image Data in the Cloud. CoRR (2017)
Jorge L. Bernal-Rusiel, Nicolas Rannou, Randy L. Gollub, Steve Pieper, Shawn N. Murphy, Richard Robertson, Patricia E. Grant, Rudolph Pienaar
Reusable Client-Side JavaScript Modules for Immersive Web-Based Real-Time Collaborative Neuroimage Visualization. Frontiers Neuroinformatics 11 (2017)
Rudolph Pienaar, Ata Turk, Jorge L. Bernal-Rusiel, Nicolas Rannou, Daniel Haehn, Patricia Ellen Grant, Orran Krieger
CHIPS - A Service for Collecting, Organizing, Processing, and Sharing Medical Image Data in the Cloud. DMAH@VLDB (2017)
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 (2015)
Rudolph Pienaar, Nicolas Rannou, Jorge Bernal, Daniel Haehn, Patricia Ellen Grant
ChRIS- A web-based neuroimaging and informatics system for collecting, organizing, processing, visualizing and sharing of medical data. EMBC (2015)
Rudolph Pienaar, Michael J. Paldino, Neel Madan, Kalpathy S. Krishnamoorthy, David C. Alsop, Mathieu Dehaes, Patricia Ellen Grant
A quantitative method for correlating observations of decreased apparent diffusion coefficient with elevated cerebral blood perfusion in newborns presenting cerebral ischemic insults. NeuroImage 63 (3) (2012)
John Congote, Esther Novo, Luis Kabongo, Dan Ginsburg, Stephan Gerhard, Rudolph Pienaar, Oscar E. Ruiz
Real-time Volume Rendering and Tractography Visualization on the Web. J. WSCG 20 (2) (2012)
Kiho Im, Rudolph Pienaar, Jong-Min Lee, Joon-Kyung Seong, Yu Yong Choi, Kun Ho Lee, Patricia Ellen Grant
Quantitative comparison and analysis of sulcal patterns using sulcal graph matching: A twin study. NeuroImage 57 (3) (2011)
Lisa Ronan, Rudolph Pienaar, Guy Williams, Edward T. Bullmore, Tim J. Crow, Neil Roberts, Peter B. Jones, John Suckling, Paul C. Fletcher
Intrinsic Curvature: a Marker of Millimeter-Scale Tangential cortico-Cortical Connectivity? Int. J. Neural Syst. 21 (5) (2011)
Rudolph Pienaar, Bruce Fischl, Verne S. Caviness Jr., Nikos Makris, Patricia Ellen Grant
A methodology for analyzing curvature in the developing brain from preterm to adult. Int. J. Imaging Syst. Technol. 18 (1) (2008)
Peng Yu, Patricia Ellen Grant, Yuan Qi, Xiao Han, Florent Ségonne, Rudolph Pienaar, Evelina Busa, Jenni Pacheco, Nikos Makris, Randy L. Buckner, Polina Golland, Bruce Fischl
Cortical Surface Shape Analysis Based on Spherical Wavelets. IEEE Trans. Medical Imaging 26 (4) (2007)
Peng Yu, Xiao Han, Florent Ségonne, Rudolph Pienaar, Randy L. Buckner, Polina Golland, Patricia Ellen Grant, Bruce Fischl
Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation. CVPR Workshops (2006)
Rudolph Pienaar, Johan J. Kruger
An Introduction to an Egocentric Concept of Machine Intelligence. Int. J. Artif. Intell. Tools 8 (3) (1999)