Leo Zekelman

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All published works
Action Title Year Authors
+ PDF Chat TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds 2024 Yui Lo
Yuqian Chen
Dongnan Liu
Jon Haitz Legarreta
Leo Zekelman
Fan Zhang
Jarrett Rushmore
Yogesh Rathi
Nikos Makris
Alexandra J. Golby
+ PDF Chat The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study 2024 Yui Lo
Yuqian Chen
Dongnan Liu
Wan Liu
Leo Zekelman
Jarrett Rushmore
Fan Zhang
Yogesh Rathi
Nikos Makris
Alexandra J. Golby
+ PDF Chat White Matter Geometry-Guided Score-Based Diffusion Model for Tissue Microstructure Imputation in Tractography Imaging 2024 Yui Lo
Yuqian Chen
Fan Zhang
Dongnan Liu
Leo Zekelman
Suheyla Cetin‐Karayumak
Yogesh Rathi
Weidong Cai
Lauren J. O’Donnell
+ PDF Chat Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning 2024 Ari Tchetchenian
Leo Zekelman
Yuqian Chen
Jarrett Rushmore
Fan Zhang
Edward H. Yeterian
Nikos Makris
Yogesh Rathi
Erik Meijering
Yang Song
+ PDF Chat TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography 2024 Yuqian Chen
Fan Zhang
Meng Wang
Leo Zekelman
Suheyla Cetin‐Karayumak
Tengfei Xue
Chaoyi Zhang
Yang Song
Nikos Makris
Yogesh Rathi
+ PDF Chat TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography 2024 Tengfei Xue
Fan Zhang
Leo Zekelman
Chaoyi Zhang
Yuqian Chen
Suheyla Cetin‐Karayumak
Steve Pieper
William M. Wells
Yogesh Rathi
Nikos Makris
+ PDF Chat A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using DMRI Tractography 2024 Haolin He
Ce Zhu
Le Zhang
Yipeng Liu
Xu Xiao
Yuqian Chen
Leo Zekelman
Jarrett Rushmore
Yogesh Rathi
Nikos Makris
+ PDF Chat A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations 2024 Yijie Li
Wei Zhang
Ye Wu
Li Yin
Ce Zhu
Yuqian Chen
Suheyla Cetin‐Karayumak
Kang Ik K. Cho
Leo Zekelman
Jarrett Rushmore
+ PDF Chat Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction. 2024 Yui Lo
Yuqian Chen
Dongnan Liu
Wan Liu
Leo Zekelman
Fan Zhang
Yogesh Rathi
Nikos Makris
Alexandra J. Golby
Weidong Cai
+ PDF Chat TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance 2024 Yuqian Chen
Leo Zekelman
Chaoyi Zhang
Tengfei Xue
Yang Song
Nikos Makris
Yogesh Rathi
Alexandra J. Golby
Weidong Cai
Fan Zhang
+ A Deep Network for Explainable Prediction of Non-Imaging Phenotypes using Anatomical Multi-View Data 2024 Yuxiang Wei
Yuqian Chen
Tengfei Xue
Leo Zekelman
Nikos Makris
Yogesh Rathi
Weidong Cai
Fan Zhang
Lauren J. O' Donnell
+ PDF Chat Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method 2023 Xu Xiao
Yuqian Chen
Leo Zekelman
Yogesh Rathi
Nikos Makris
Fan Zhang
Lauren J. O’Donnell
+ PDF Chat Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography 2023 Yuqian Chen
Fan Zhang
Leo Zekelman
Tengfei Xue
Chaoyi Zhang
Yang Song
Nikos Makris
Yogesh Rathi
Weidong Cai
Lauren J. O’Donnell
+ TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography 2023 Yuqian Chen
Fan Zhang
Leo Zekelman
Tengfei Xue
Chaoyi Zhang
Yang Song
Nikos Makris
Yogesh Rathi
Weidong Cai
Lauren J. O’Donnell
+ TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance 2023 Yuqian Chen
Leo Zekelman
Chaoyi Zhang
Tengfei Xue
Yang Song
Nikos Makris
Yogesh Rathi
Alexandra J. Golby
Weidong Cai
Fan Zhang
+ A Novel Deep Clustering Framework for Fine-Scale Parcellation of Amygdala Using dMRI Tractography 2023 Haolin He
Ce Zhu
Le Zhang
Yipeng Liu
Xu Xiao
Yuqian Chen
Leo Zekelman
Jarrett Rushmore
Yogesh Rathi
Nikos Makris
+ Typological linguistic diversity and L1 lexical knowledge and processing in kindergartners: behavioral and neural signatures 2022 Olga Kepinska
Jocelyn Caballero
Myriam Oliver
Rebecca A. Marks
Stephanie L. Haft
Leo Zekelman
Ioulia Kovelman
Yuuko Uchikoshi
Fumiko Hoeft
+ PDF Chat White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning 2022 Yuqian Chen
Fan Zhang
Chaoyi Zhang
Tengfei Xue
Leo Zekelman
Jianzhong He
Yang Song
Nikos Makris
Yogesh Rathi
Alexandra J. Golby
+ TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography 2022 Tengfei Xue
Fan Zhang
Leo Zekelman
Chaoyi Zhang
Yuqian Chen
Suheyla Cetin‐Karayumak
Steve Pieper
William M. Wells
Yogesh Rathi
Nikos Makris
+ Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method 2022 Xiao Xu
Yuqian Chen
Leo Zekelman
Yogesh Rathi
Nikos Makris
Fan Zhang
Lauren J. O’Donnell
+ White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning 2022 Yuqian Chen
Fan Zhang
Chaoyi Zhang
Tengfei Xue
Leo Zekelman
Jianzhong He
Yang Song
Nikos Makris
Yogesh Rathi
Alexandra J. Golby
+ PDF Chat Decoding the role of the cerebellum in the early stages of reading acquisition 2021 Hehui Li
Olga Kepinska
Jocelyn Caballero
Leo Zekelman
Rebecca A. Marks
Yuuko Uchikoshi
Ioulia Kovelman
Fumiko Hoeft
+ PDF Chat Spoken language proficiency predicts print-speech convergence in beginning readers 2019 Rebecca A. Marks
Ioulia Kovelman
Olga Kepinska
Myriam Oliver
Zhichao Xia
Stephanie L. Haft
Leo Zekelman
Priscilla H. Duong
Yuuko Uchikoshi
Roeland Hancock
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Quantitative mapping of the brain’s structural connectivity using diffusion MRI tractography: A review 2022 Fan Zhang
Alessandro Daducci
Yong He
Simona Schiavi
Caio Seguin
Robert E. Smith
Chun‐Hung Yeh
Tengda Zhao
Lauren J. O’Donnell
4
+ Automatic Tractography Segmentation Using a High-Dimensional White Matter Atlas 2007 Lauren J. O’Donnell
C.-F. Westin
4
+ PDF Chat Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions 2023 Tengfei Xue
Fan Zhang
Chaoyi Zhang
Yuqian Chen
Yang Song
Alexandra J. Golby
Nikos Makris
Yogesh Rathi
Weidong Cai
Lauren J. O’Donnell
3
+ PDF Chat Filtered Multitensor Tractography 2010 James G. Malcolm
Martha E. Shenton
Yogesh Rathi
3
+ PDF Chat Model and Predict Age and Sex in Healthy Subjects Using Brain White Matter Features: A Deep Learning Approach 2022 Hao He
Fan Zhang
Steve Pieper
Nikos Makris
Yogesh Rathi
William M. Wells
Lauren J. O’Donnell
2
+ Scikit-learn: Machine Learning in Python 2012 FabiĂĄn Pedregosa
Gaël Varoquaux
Alexandre Gramfort
Vincent Michel
Bertrand Thirion
Olivier Grisel
Mathieu Blondel
Peter Prettenhofer
Ron J. Weiss
Vincent Dubourg
2
+ PDF Chat Spoken language proficiency predicts print-speech convergence in beginning readers 2019 Rebecca A. Marks
Ioulia Kovelman
Olga Kepinska
Myriam Oliver
Zhichao Xia
Stephanie L. Haft
Leo Zekelman
Priscilla H. Duong
Yuuko Uchikoshi
Roeland Hancock
2
+ PDF Chat Functional characteristics of developmental dyslexia in left-hemispheric posterior brain regions predate reading onset 2012 Nora Maria Raschle
Jennifer Zuk
Nadine Gaab
2
+ Development of neural mechanisms for reading 2003 Peter E. Turkeltaub
Lynn Gareau
D. Lynn Flowers
Thomas A. Zeffiro
Guinevere F. Eden
2
+ Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation 2023 Yuqian Chen
Chaoyi Zhang
Tengfei Xue
Yang Song
Nikos Makris
Yogesh Rathi
Weidong Cai
Fan Zhang
Lauren J. O’Donnell
2
+ PDF Chat A practical solution to the pervasive problems ofp values 2007 Eric‐Jan Wagenmakers
1
+ Illiterate to literate: behavioural and cerebral changes induced by reading acquisition 2015 Stanislas Dehaene
Laurent Cohen
José Morais
RĂ©gine Kolinsky
1
+ Probabilistic fibre tract analysis of cytoarchitectonically defined human inferior parietal lobule areas reveals similarities to macaques 2011 Svenja Caspers
Simon B. Eickhoff
Tobias Rick
Anette von Kapri
Torsten Kuhlen
Ruiwang Huang
N. Jon Shah
Karl Zilles
1
+ Generalized Additive Models: An Introduction With R 2007 Christine M. Anderson‐Cook
1
+ Infant brain responses associated with reading-related skills before school and at school age 2011 Paavo H. T. LeppÀnen
Jarmo A. HÀmÀlÀinen
Tomi K. Guttorm
Kenneth Eklund
Hanne K. Salminen
Annika Tanskanen
Minna Torppa
Anne Puolakanaho
Ulla Richardson
Riitta Pennala
1
+ PDF Chat Specialization and Universals in the Development of Reading Skill: How Chinese Research Informs a Universal Science of Reading 2012 Charles A. Perfetti
Fan Cao
James R. Booth
1
+ PDF Chat Phonological awareness predicts activation patterns for print and speech 2009 Stephen J. Frost
Nicole Landi
W. Einar Mencl
Rebecca Sandak
Robert K. Fulbright
Eleanor T. Tejada
Leslie K. Jacobsen
Elena L. Grigorenko
R. Todd Constable
Kenneth R. Pugh
1
+ Pre-orthographic character string processing and parietal cortex: A role for visual attention in reading? 2012 Muriel Lobier
Carole Peyrin
Jean‐François Le Bas
Sylviane Valdois
1
+ PDF Chat The relationship between phonological and auditory processing and brain organization in beginning readers 2012 Kenneth R. Pugh
Nicole Landi
Jonathan L. Preston
W. Einar Mencl
Alison C. Austin
Daragh E. Sibley
Robert K. Fulbright
Mark S. Seidenberg
Elena L. Grigorenko
R. Todd Constable
1
+ PDF Chat Fast Stable Restricted Maximum Likelihood and Marginal Likelihood Estimation of Semiparametric Generalized Linear Models 2010 Simon N. Wood
1
+ PDF Chat The Association between Gray Matter Volume and Reading Proficiency: A Longitudinal Study of Beginning Readers 2014 Janosch Linkersdörfer
Alina Jurcoane
Staffan I. Lindberg
Jochen Kaiser
Marcus Hasselhorn
Christian J. Fiebach
Jan Lonnemann
1
+ PDF Chat Mean diffusivity and fractional anisotropy as indicators of disease and genetic liability to schizophrenia 2011 Kristi A. Clark
Keith H. Nuechterlein
Robert F. Asarnow
Liberty S. Hamilton
Owen R. Phillips
Nathan Hageman
Roger P. Woods
Jeffry R. Alger
Arthur W. Toga
Katherine L. Narr
1
+ PDF Chat Grey Matter Alterations Co-Localize with Functional Abnormalities in Developmental Dyslexia: An ALE Meta-Analysis 2012 Janosch Linkersdörfer
Jan Lonnemann
Staffan I. Lindberg
Marcus Hasselhorn
Christian J. Fiebach
1
+ PDF Chat Altered Neuronal Response During Rapid Auditory Processing and Its Relation to Phonological Processing in Prereading Children at Familial Risk for Dyslexia 2013 Nora Maria Raschle
Patrice L. Stering
Sarah Nadine Meissner
Nadine Gaab
1
+ PDF Chat Brain classification reveals the right cerebellum as the best biomarker of dyslexia 2009 Cyril Pernet
Jean Baptiste Poline
Jean‐François DĂ©monet
Guillaume A. Rousselet
1
+ PDF Chat Structural brain alterations associated with dyslexia predate reading onset 2010 Nora Maria Raschle
Maria Chang
Nadine Gaab
1
+ Beyond phonological skills: broader language skills contribute to the development of reading 2004 Kate Nation
Margaret J. Snowling
1
+ PDF Chat Bayesian model selection for group studies 2009 Klaas Ε. Stephan
W.D. Penny
Jean Daunizeau
Rosalyn Moran
Karl Friston
1
+ Neuroanatomical precursors of dyslexia identified from pre-reading through to age 11 2014 Kristi A. Clark
Turid Helland
Karsten Specht
Katherine L. Narr
Franklin R. Manis
Arthur W. Toga
Kenneth Hugdahl
1
+ Bayesian model selection for group studies — Revisited 2013 Lionel Rigoux
Klaas Ε. Stephan
Karl Friston
Jean Daunizeau
1
+ Changing models across cultures: Associations of phonological awareness and morphological structure awareness with vocabulary and word recognition in second graders from Beijing, Hong Kong, Korea, and the United States 2005 Catherine McBride‐Chang
Jeung‐Ryeul Cho
Hongyun Liu
Richard K. Wagner
Hua Shu
Aibao Zhou
Cecilia S-M. Cheuk
Andrea E. Muse
1
+ Role of the superior parietal lobules in letter-identity processing within strings: FMRI evidence from skilled and dyslexicreaders 2012 Caroline Reilhac
Carole Peyrin
Jean‐François DĂ©monet
Sylviane Valdois
1
+ PDF Chat Hippocampal–Prefrontal Engagement and Dynamic Causal Interactions in the Maturation of Children's Fact Retrieval 2012 Soohyun Cho
Arron W.S. Metcalfe
Christina B. Young
Srikanth Ryali
David C. Geary
Vinod Menon
1
+ PDF Chat Visual processing of multiple elements in the dyslexic brain: evidence for a superior parietal dysfunction 2014 Muriel Lobier
Carole Peyrin
CĂ©dric Pichat
Jean-François Le Bas
Sylviane Valdois
1
+ PDF Chat Using Bayes to get the most out of non-significant results 2014 ZoltĂĄn Dienes
1
+ Neuroimaging studies of reading in bilinguals 2015 Fan Cao
1
+ Neural basis of phonological awareness in beginning readers with familial risk of dyslexia—Results from shallow orthography 2016 Agnieszka Dębska
Magdalena Ɓuniewska
Katarzyna Chyl
Anna Banaszkiewicz
Agata ƻelechowska
Marek Wypych
Artur Marchewka
Kenneth R. Pugh
Katarzyna JednorĂłg
1
+ PDF Chat Tackling the ‘dyslexia paradox’: reading brain and behavior for early markers of developmental dyslexia 2016 Ola Ozernov‐Palchik
Nadine Gaab
1
+ Oral language deficits in familial dyslexia: A meta-analysis and review. 2016 Maggie Snowling
Monica Melby‐LervĂ„g
1
+ PDF Chat Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest 2016 Lei Huang
Yan Jin
Yaozong Gao
Kim‐Han Thung
Dinggang Shen
1
+ PDF Chat How to avoid mismodelling in GLM-based fMRI data analysis: cross-validated Bayesian model selection 2016 Joram Soch
John­–Dylan Haynes
Carsten Allefeld
1
+ PDF Chat Functional neuroanatomy of arithmetic and word reading and its relationship to age 2016 Tanya M. Evans
D. Lynn Flowers
Megan M. Luetje
Eileen M. Napoliello
Guinevere F. Eden
1
+ Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering 2016 Bo Yang
Xiao Fu
Nicholas D. Sidiropoulos
Mingyi Hong
1
+ PDF Chat Multi-view 3D Object Detection Network for Autonomous Driving 2017 Xiaozhi Chen
Huimin Ma
Ji Wan
Bo Li
Tian Xia
1
+ PDF Chat Parcellation of Human Amygdala Subfields Using Orientation Distribution Function and Spectral K-means Clustering 2017 Qiuting Wen
Brian D. Stirling
Long Sha
Li Shen
Paul J. Whalen
Yu‐Chien Wu
1
+ PDF Chat Bayesian alternatives for common null-hypothesis significance tests in psychiatry: a non-technical guide using JASP 2018 Daniel Quintana
Donald R. Williams
1
+ Cognitive Neuroscience of Dyslexia 2018 Anila M. D’Mello
John D. E. Gabrieli
1
+ Tackling the Early Identification of Dyslexia with the Help of Neuroimaging 2016 Nadine Gaab
Ola Ozernov‐Palchik
1
+ PDF Chat The cingulum as a marker of individual differences in neurocognitive development 2019 Joe Bathelt
Amy R. Johnson
Mengya Zhang
Duncan E. Astle
1
+ PDF Chat Characterizing the social diversity of bilingualism using language entropy 2019 Jason W. Gullifer
Debra Titone
1