Colin L. Masters

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 16

Top Topics

Functional Connectivity

Machine Learning

Top Venues

Publications

Jeremy F. Strain, Maryam Rahmani, Donna L. Dierker, Christopher J. Owen, Hussain Jafri, Andrei G. Vlassenko, Kyle B. Womack, Jurgen Fripp, Duygu Tosun, Tammie L. S. Benzinger, Michael Weiner, Colin L. Masters, Jin-Moo Lee, John C. Morris, Manu S. Goyal
Accuracy of TrUE-Net in comparison to established white matter hyperintensity segmentation methods: An independent validation study. NeuroImage 285 (2024)
Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin Goudey
Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis. NeuroImage 278 (2023)
Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR (2023)
Pierrick Bourgeat, Vincent Doré, Samantha Burnham, Tammie L. S. Benzinger, Duygu Tosun, Shenpeng Li, Manu Goyal, Pamela LaMontagne, Liang Jin, Christopher C. Rowe, Michael W. Weiner, John C. Morris, Colin L. Masters, Jurgen Fripp, Victor L. Villemagne
β-amyloid PET harmonisation across longitudinal studies: Application to AIBL, ADNI and OASIS3. NeuroImage 262 (2022)
Joshua P. White, Adrian Schembri, Chris J. Edgar, Yen Ying Lim, Colin L. Masters, Paul Maruff
A Paradox in Digital Memory Assessment: Increased Sensitivity With Reduced Difficulty. Frontiers Digit. Health 3 (2021)
Pierrick Bourgeat, Vincent Doré, James Doecke, David Ames, Colin L. Masters, Christopher C. Rowe, Jurgen Fripp, Victor L. Villemagne
Non-negative matrix factorisation improves Centiloid robustness in longitudinal studies. NeuroImage 226 (2021)
Robert X. Smith, Jeremy F. Strain, Aaron Tanenbaum, Anne M. Fagan, Jason Hassenstab, Eric McDade, Suzanne E. Schindler, Brian A. Gordon, Chengjie Xiong, Jasmeer P. Chhatwal, Clifford R. Jack, Celeste Karch, Sarah Berman, Jared R. Brosch, James J. Lah, Adam M. Brickman, David M. Cash, Nick C. Fox, Neill R. Graff-Radford, Johannes Levin, James Noble, David M. Holtzman, Colin L. Masters, Martin R. Farlow, Christoph Laske, Peter R. Schofield, Daniel S. Marcus, John C. Morris, Tammie L. S. Benzinger, Randall J. Bateman, Beau M. Ances
Resting-State Functional Connectivity Disruption as a Pathological Biomarker in Autosomal Dominant Alzheimer Disease. Brain Connect. 11 (3) (2021)
Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR (2020)
Diego Castillo-Barnes, Li Su, Javier Ramírez, Diego Salas-Gonzalez, Francisco Jesús Martínez-Murcia, Ignacio A. Illán, Fermín Segovia, Andrés Ortiz, Carlos Cruchaga, Martin R. Farlow, Chengjie Xiong, Neil R. Graff-Radford, Peter R. Schofield, Colin L. Masters, Stephen P. Salloway, Mathias Jucker, Hiroshi Mori, Johannes Levin, Juan Manuel Górriz, Dominantly Inherited Alzheimer Network (DIAN)
Autosomal dominantly inherited alzheimer disease: Analysis of genetic subgroups by machine learning. Inf. Fusion 58 (2020)
Raymond Pomponio, Güray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Christos Davatzikos
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 208 (2020)
Amir Fazlollahi, Scott Ayton, Pierrick Bourgeat, Ibrahima Diouf, Parnesh Raniga, Jurgen Fripp, James Doecke, David Ames, Colin L. Masters, Christopher C. Rowe, Victor L. Villemagne, Ashley I. Bush, Olivier Salvado
A Framework to Objectively Identify Reference Regions for Normalizing Quantitative Imaging. MICCAI (1) (2018)
Pierrick Bourgeat, Vincent Doré, Jurgen Fripp, David Ames, Colin L. Masters, Olivier Salvado, Victor L. Villemagne, Christopher C. Rowe
F-PET tracers using CapAIBL. NeuroImage 183 (2018)
Amir Fazlollahi, Scott Ayton, Pierrick Bourgeat, Parnesh Raniga, Amanda Ng, Jurgen Fripp, David Ames, Colin L. Masters, Christopher C. Rowe, Victor L. Villemagne, Ashley I. Bush, Olivier Salvado
A normalisation framework for quantitative brain imaging; application to quantitative susceptibility mapping. ISBI (2017)
Pierrick Bourgeat, Victor L. Villemagne, Vincent Doré, Colin L. Masters, David Ames, Christopher C. Rowe, Olivier Salvado, Jurgen Fripp
PET-only 18F-AV1451 tau quantification. ISBI (2017)
Dominic J. Hare, Erika P. Raven, Blaine R. Roberts, Mirjana Bogeski, Stuart D. Portbury, Catriona A. McLean, Colin L. Masters, James R. Connor, Ashley I. Bush, Peter J. Crouch, Philip A. Doble
Laser ablation-inductively coupled plasma-mass spectrometry imaging of white and gray matter iron distribution in Alzheimer's disease frontal cortex. NeuroImage 137 (2016)
Vincent Doré, Pierrick Bourgeat, Victor L. Villemagne, Jurgen Fripp, Lance S. Macaulay, Colin L. Masters, David Ames, Christopher Rowe, Olivier Salvado
CapAIBL: Automated Reporting of Cortical PET Quantification Without Need of MRI on Brain Surface Using a Patch-Based Method. Patch-MI@MICCAI (2016)
Piers Johnson, Luke Vandewater, William J. Wilson, Paul Maruff, Greg Savage, Petra Graham, Lance S. Macaulay, Kathryn A. Ellis, Cassandra Szoeke, Ralph N. Martins, Christopher Rowe, Colin L. Masters, David Ames, Ping Zhang
Genetic algorithm with logistic regression for prediction of progression to Alzheimer's disease. BMC Bioinform. 15 (S-16) (2014)
Vincent Doré, Pierrick Bourgeat, Jurgen Fripp, Oscar Acosta, Gaël Chételat, Cassandra Szoeke, Kathryn A. Ellis, Ralph N. Martins, Victor Villemagne, Colin L. Masters, David Ames, Christopher Rowe, Olivier Salvado
A surface based approach for cortical thickness comparison between PiB+ and PiB- healthy control subjects. Medical Imaging: Image Processing (2012)
Kai-Kai Shen, Pierrick Bourgeat, Jurgen Fripp, Fabrice Mériaudeau, David Ames, Kathryn A. Ellis, Colin L. Masters, Victor L. Villemagne, Christopher C. Rowe, Olivier Salvado
Supervised method to build an atlas database for multi-atlas segmentation-propagation. Medical Imaging: Computer-Aided Diagnosis (2010)
Jurgen Fripp, Pierrick Bourgeat, Oscar Acosta, Parnesh Raniga, Marc Modat, Kerryn E. Pike, Gareth Jones, Graeme O'Keefe, Colin L. Masters, David Ames, Kathryn A. Ellis, Paul Maruff, Jon Currie, Victor Villemagne, Christopher Rowe, Olivier Salvado, Sébastien Ourselin
C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging. NeuroImage 43 (3) (2008)
Peter Pollwein, Colin L. Masters, Konrad Beyreuther
The expression of the amyloid precursor protein (APP) is regulated by two GC-elements in the promoter. Nucleic Acids Res. 20 (1) (1992)