William M. Wells

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All published works
Action Title Year Authors
+ PDF Chat Learning to Match 2D Keypoints Across Preoperative MR and Intraoperative Ultrasound 2024 Hassan Rasheed
Reuben Dorent
Maximilian Fehrentz
Tina Kapur
William M. Wells
Alexandra J. Golby
Sarah Frisken
Julia A. Schnabel
Nazim Haouchine
+ 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 Registration of longitudinal spine CTs for monitoring lesion growth 2024 Malika Sanhinova
Nazim Haouchine
Steve Pieper
William M. Wells
Tracy A. Balboni
Alexander Spektor
Mai Anh Huynh
Jeffrey P. Guenette
Bryan Czajkowski
Sarah Caplan
+ PDF Chat Registration of Longitudinal Spine CTs for Monitoring Lesion Growth 2024 Malika Sanhinova
Nazim Haouchine
Steve Pieper
William M. Wells
Tracy A. Balboni
Alexander Spektor
Mai Anh Huynh
Jeffrey P. Guenette
Bryan Czajkowski
Sarah Caplan
+ Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound 2023 Ruben T. Lucassen
Mohammad H. Jafari
Nicole M. Duggan
Nick Jowkar
Alireza Mehrtash
Chanel Fischetti
Denié Bernier
Kira Prentice
Erik Duhaime
Mike Jin
+ Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound 2023 Ruben T. Lucassen
Mohammad H. Jafari
Nicole M. Duggan
Nick Jowkar
Alireza Mehrtash
Chanel Fischetti
Denié Bernier
Kira Prentice
Erik Duhaime
Mike Jin
+ PDF Chat MetaMorph: Learning Metamorphic Image Transformation with Appearance Changes 2023 Jian Wang
Jiarui Xing
T. Jason Druzgal
William M. Wells
Miaomiao Zhang
+ 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
+ PDF Chat Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration 2022 Zhe Xu
Jie Luo
Donghuan Lu
Jiangpeng Yan
Sarah Frisken
Jagadeesan Jayender
William M. Wells
Xiu Li
Yefeng Zheng
K.Y. Tong
+ 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
+ Equivariant Filters for Efficient Tracking in 3D Imaging 2021 Daniel Moyer
Esra Abacı Türk
P. Ellen Grant
William M. Wells
Polina Golland
+ Multimodal Representation Learning via Maximization of Local Mutual Information 2021 Ruizhi Liao
Daniel Moyer
Miriam Cha
Keegan Quigley
Seth J. Berkowitz
Steven Horng
Polina Golland
William M. Wells
+ PDF Chat Multimodal Representation Learning via Maximization of Local Mutual Information 2021 Ruizhi Liao
Daniel Moyer
Miriam Cha
Keegan Quigley
Seth J. Berkowitz
Steven Horng
Polina Golland
William M. Wells
+ PDF Chat Equivariant Filters for Efficient Tracking in 3D Imaging 2021 Daniel Moyer
Esra Abacı Türk
P. Ellen Grant
William M. Wells
Polina Golland
+ Equivariant Filters for Efficient Tracking in 3D Imaging 2021 Daniel Moyer
Esra Abacı Türk
P Ellen Grant
William M. Wells
Polina Golland
+ PEP: Parameter Ensembling by Perturbation. 2020 Alireza Mehrtash
Purang Abolmaesumi
Polina Golland
Tina Kapur
Demián Wassermann
William M. Wells
+ PDF Chat Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation 2020 Alireza Mehrtash
William M. Wells
Clare M. Tempany
Purang Abolmaesumi
Tina Kapur
+ An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process 2020 Siming Bayer
Ute Spiske
Jie Luo
Tobias Geimer
William M. Wells
Martin Ostermeier
Rebecca Fahrig
Arya Nabavi
Christoph Bert
Ilker Eyüpoglo
+ Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation? 2020 Jie Luo
Guangshen Ma
Sarah Frisken
Parikshit Juvekar
Nazim Haouchine
Zhe Xu
Yiming Xiao
Alexandra J. Golby
Patrick J. Codd
Masashi Sugiyama
+ PDF Chat Are Registration Uncertainty and Error Monotonically Associated? 2020 Jie Luo
Sarah Frisken
Duo Wang
Alexandra J. Golby
Masashi Sugiyama
William M. Wells
+ PDF Chat Investigation of Feature-Based Nonrigid Image Registration Using Gaussian Process 2020 Siming Bayer
Ute Spiske
Jie Luo
Tobias Geimer
William M. Wells
Martin Ostermeier
Rebecca Fahrig
Arya Nabavi
Christoph Bert
Ilker Eyüpoglo
+ Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration 2020 Zhe Xu
Jie Luo
Jiangpeng Yan
Ritvik Pulya
Xiu Li
William M. Wells
Jagadeesan Jayender
+ PDF Chat Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment 2020 Geeticka Chauhan
Ruizhi Liao
William M. Wells
Jacob Andreas
Xin Wang
Seth J. Berkowitz
Steven Horng
Peter Szolovits
Polina Golland
+ PEP: Parameter Ensembling by Perturbation 2020 Alireza Mehrtash
Purang Abolmaesumi
Polina Golland
Tina Kapur
Demián Wassermann
William M. Wells
+ An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process 2020 Siming Bayer
Ute Spiske
Jie Luo
Tobias Geimer
William M. Wells
Martin Ostermeier
Rebecca Fahrig
Arya Nabavi
Christoph Bert
Ilker Eyüpoglo
+ Low-dimensional shape analysis in the space of diffeomorphisms 2019 Miaomiao Zhang
Polina Golland
William M. Wells
Tom Fletcher
+ Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images. 2019 Ruizhi Liao
Jonathan Rubin
Grace Lam
Seth J. Berkowitz
Sandeep Dalal
William M. Wells
Steven Horng
Polina Golland
+ PDF Chat On the Applicability of Registration Uncertainty 2019 Jie Luo
Alireza Sedghi
Karteek Popuri
Dana Cobzaş
Miaomiao Zhang
Frank Preiswerk
Matthew Toews
Alexandra J. Golby
Masashi Sugiyama
William M. Wells
+ Are Registration Uncertainty and Error Monotonically Associated 2019 Jie Luo
Sarah Frisken
Duo Wang
Alexandra J. Golby
Masashi Sugiyama
William M. Wells
+ PDF Chat Keypoint Transfer for Fast Whole-Body Segmentation 2018 Christian Wachinger
Matthew Toews
Georg Langs
William M. Wells
Polina Golland
+ A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation 2018 Jie Luo
Matt Toews
Inês Machado
Sarah Frisken
Miaomiao Zhang
Frank Preiswerk
Alireza Sedghi
Hongyi Ding
Steve Pieper
Polina Golland
+ Deep learning based automatic segmentation of lumbosacral nerves on non-contrast CT for radiographic evaluation: a pilot study 2018 Guoxin Fan
Huaqing Liu
Zhenhua Wu
Yufeng Li
Chaobo Feng
Dongdong Wang
Jie Luo
Xiaofei Guan
William M. Wells
Shisheng He
+ On the Applicability of Registration Uncertainty 2018 Jie Luo
Alireza Sedghi
Karteek Popuri
Dana Cobzaş
Miaomiao Zhang
Frank Preiswerk
Matthew Toews
Alexandra J. Golby
Masashi Sugiyama
William M. Wells
+ PDF Chat Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms 2017 Miaomiao Zhang
William M. Wells
Polina Golland
+ PDF Chat Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach 2017 Guillermo Gallardo
William M. Wells
Rachid Deriche
Demián Wassermann
+ Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic Models 2017 Guillermo Gallardo
William M. Wells
Rachid Deriche
Demián Wassermann
+ PDF Chat Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic Models 2017 Guillermo Gallardo
Rutger Fick
William M. Wells
Rachid Deriche
Demián Wassermann
+ A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies 2017 Jenna Schabdach
William M. Wells
Michael H. Cho
Kayhan Batmanghelich
+ PDF Chat Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation 2017 Mohsen Ghafoorian
Alireza Mehrtash
Tina Kapur
Nico Karssemeijer
Elena Marchiori
Mehran Pesteie
Charles R.G. Guttmann
Frank‐Erik de Leeuw
Clare M. Tempany
Bram van Ginneken
+ How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features 2016 Matthew Toews
William M. Wells
+ PDF Chat Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations 2016 Miaomiao Zhang
William M. Wells
Polina Golland
+ Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models 2015 Marc Niethammer
Kilian M. Pohl
Firdaus Janoos
William M. Wells
+ Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models 2015 Marc Niethammer
Kilian M. Pohl
Firdaus Janoos
William M. Wells
+ PDF Chat Multinomial Probabilistic Fiber Representation for Connectivity Driven Clustering 2013 Birkan Tunç
Alex R. Smith
Demian Wasserman
Xavier Pennec
William M. Wells
Ragini Verma
Kilian M. Pohl
+ PDF Chat A Hierarchical Modeling Approach to Data Analysis and Study Design in a Multi-site Experimental fMRI Study 2012 Bo Zhou
Anna Konstorum
Thao Duong
Kinh Tieu
William M. Wells
Gregory G. Brown
Hal S. Stern
Babak Shahbaba
+ PDF Chat Integration of the OpenIGTLink Network Protocol for image‐guided therapy with the medical platform MeVisLab 2012 Jan Egger
Junichi Tokuda
Laurent Chauvin
Bernd Freisleben
Christopher Nimsky
Tina Kapur
William M. Wells
+ Robust non-rigid registration and characterization of uncertainty 2012 Firdaus Janoos
Petter Risholm
William M. Wells
+ PDF Chat Feature-Based Morphometry 2009 Matthew Toews
William M. Wells
D. Louis Collins
Tal Arbel
+ PDF Chat Modeling of anatomical information in clustering of white matter fiber trajectories using Dirichlet distribution 2008 Mahnaz Maddah
Lilla Zöllei
W. Eric L. Grimson
William M. Wells
+ PDF Chat A unified framework for clustering and quantitative analysis of white matter fiber tracts 2007 Mahnaz Maddah
W. Eric L. Grimson
Simon K. Warfield
William M. Wells
+ PDF Chat Using the logarithm of odds to define a vector space on probabilistic atlases 2007 Kilian M. Pohl
John W. Fisher
Sylvain Bouix
Martha E. Shenton
Robert W. McCarley
W. Eric L. Grimson
Ron Kikinis
William M. Wells
+ PDF Chat Probabilistic Clustering and Quantitative Analysis of White Matter Fiber Tracts 2007 Mahnaz Maddah
William M. Wells
Simon K. Warfield
Carl‐Fredrik Westin
W. Eric L. Grimson
+ PDF Chat Logarithm Odds Maps for Shape Representation 2006 Kilian M. Pohl
John W. Fisher
Martha E. Shenton
Robert W. McCarley
W. Eric L. Grimson
Ron Kikinis
William M. Wells
+ An EM algorithm for shape classification based on level sets 2005 Andy Tsai
William M. Wells
Simon K. Warfield
Alan S. Willsky
+ PDF Chat Level Set Methods in an EM Framework for Shape Classification and Estimation 2004 Andy Tsai
William M. Wells
Simon K. Warfield
Alan S. Willsky
+ PDF Chat Exact MAP Activity Detection in fMRI Using a GLM with an Ising Spatial Prior 2004 Eric R. Cosman
John W. Fisher
William M. Wells
+ PDF Chat Performance Issues in Shape Classification 2002 Samson Timoner
Pollina Golland
Ron Kikinis
Martha E. Shenton
W. Eric L. Grimson
William M. Wells
+ An Intrinsic Coordinate System of the Developing Human Brain 2001 Simon K. Warfield
Petra S. Hüppi
Terrie E. Inder
Erik Learned-Miller
William M. Wells
Gary P. Zientara
Ferenc A. Jólesz
Ron Kikinis
+ Measured and predicted aerodynamic heating on a cylinder in wake of AFE configuration at incidence 1989 William M. Wells
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation 2018 Jie Luo
Matthew Toews
Inês Machado
Sarah Frisken
Miaomiao Zhang
Frank Preiswerk
Alireza Sedghi
Hongyi Ding
Steve Pieper
Polina Golland
7
+ Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm 1977 A. P. Dempster
N. M. Laird
Donald B. Rubin
6
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
5
+ PDF Chat Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration 2018 Adrian V. Dalca
Guha Balakrishnan
John V. Guttag
Mert R. Sabuncu
4
+ PDF Chat Using the logarithm of odds to define a vector space on probabilistic atlases 2007 Kilian M. Pohl
John W. Fisher
Sylvain Bouix
Martha E. Shenton
Robert W. McCarley
W. Eric L. Grimson
Ron Kikinis
William M. Wells
4
+ PDF Chat A deep learning framework for unsupervised affine and deformable image registration 2018 Bob D. de Vos
Floris F. Berendsen
Max A. Viergever
Hessam Sokooti
Marius Staring
Ivana Išgum
4
+ Probabilistic Diffeomorphic Registration: Representing Uncertainty 2014 Demián Wassermann
Matthew Toews
Marc Niethammer
William Wells
4
+ PDF Chat Quantifying Registration Uncertainty With Sparse Bayesian Modelling 2016 Loïc Le Folgoc
Hervé Delingette
Antonio Criminisi
Nicholas Ayache
4
+ PDF Chat Sur la géométrie différentielle des groupes de Lie de dimension infinie et ses applications à l'hydrodynamique des fluides parfaits 1966 Vladimir I. Arnold
3
+ PDF Chat Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input 2018 David Harwath
Adrià Recasens
Dídac Surís
Galen Chuang
Antonio Torralba
James Glass
3
+ PDF Chat White Matter Tract Clustering and Correspondence in Populations 2005 Lauren J. O’Donnell
Carl‐Fredrik Westin
3
+ PDF Chat Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification 2015 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
3
+ Methods of Hierarchical Clustering 2011 Fionn Murtagh
Pedro Contreras
3
+ PDF Chat Bimodal Network Architectures for Automatic Generation of Image Annotation from Text 2018 Mehdi Moradi
Ali Madani
Yaniv Gur
Yufan Guo
Tanveer Syeda-Mahmood
3
+ PDF Chat Shape versus Size: Improved Understanding of the Morphology of Brain Structures 2001 Guido Gerig
Martin Styner
Martha E. Shenton
Jeffrey A. Lieberman
3
+ PDF Chat Deep Learning to Quantify Pulmonary Edema in Chest Radiographs 2021 Steven Horng
Ruizhi Liao
Xin Wang
Sandeep Dalal
Polina Golland
Seth J. Berkowitz
3
+ PDF Chat Evolutions equations in computational anatomy 2008 Laurent Younès
Felipe Arrate
Michael I. Miller
3
+ PDF Chat Bayesian Atlas Estimation for the Variability Analysis of Shape Complexes 2013 Pietro Gori
Olivier Colliot
Yulia Worbe
Linda Marrakchi-Kacem
Sophie Lecomte
Cyril Poupon
Andreas Hartmann
Nicholas Ayache
Stanley Durrleman
3
+ PDF Chat TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays 2018 Xiaosong Wang
Yifan Peng
Le Lü
Zhiyong Lu
Ronald M. Summers
3
+ Geodesic Shooting for Computational Anatomy 2006 Michael I. Miller
Alain Trouvé
Laurent Younès
3
+ PDF Chat Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis 2006 Isabelle Corouge
P FLETCHER
Sarang Joshi
S GOUTTARD
Guido Gerig
3
+ Statistics on diffeomorphisms via tangent space representations 2004 M. Vaillant
Michael I. Miller
Laurent Younès
Alain Trouvé
3
+ A Survey of Methods for Analyzing Clustered Binary Response Data 1996 Jane Pendergast
Stephen J. Gange
Michael A. Newton
Mary J. Lindstrom
Mari Palta
Marian R. Fisher
3
+ PDF Chat Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization 2017 Ramprasaath R. Selvaraju
Michael Cogswell
Abhishek Das
Ramakrishna Vedantam
Devi Parikh
Dhruv Batra
2
+ PDF Chat Quantitative error prediction of medical image registration using regression forests 2019 Hessam Sokooti
Görkem Saygılı
Ben Glocker
Boudewijn P. F. Lelieveldt
Marius Staring
2
+ InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets 2016 Xi Chen
Yan Duan
Rein Houthooft
John Schulman
Ilya Sutskever
Pieter Abbeel
2
+ PDF Chat Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations 1988 Stanley Osher
James A. Sethian
2
+ PDF Chat Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations 2019 Chen Qin
Bibo Shi
Rui Liao
Tommaso Mansi
Daniel Rueckert
Ali Kamen
2
+ PDF Chat Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration 2014 Miaomiao Zhang
P. Thomas Fletcher
2
+ PDF Chat On the Continuity of Rotation Representations in Neural Networks 2019 Yi Zhou
Connelly Barnes
Jingwan Lu
Shuicheng Yan
Hao Li
2
+ Weakly-supervised convolutional neural networks for multimodal image registration 2018 Yipeng Hu
Marc Modat
Eli Gibson
Wenqi Li
Nooshin Ghavami
Ester Bonmati
Guotai Wang
Steven Bandula
Caroline M. Moore
Mark Emberton
2
+ Pattern Recognition and Machine Learning 2007 Christopher Bishop
2
+ PDF Chat Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration 2018 Seyed Sadegh Mohseni Salehi
Shadab Khan
Deniz Erdoğmuş
Ali Gholipour
2
+ 3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data 2018 Maurice Weiler
Mario Geiger
Max Welling
Wouter Boomsma
Taco Cohen
2
+ PDF Chat CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison 2019 Jeremy Irvin
Pranav Rajpurkar
Michael Ko
Yifan Yu
Silviana Ciurea-Ilcus
Chris Chute
Henrik Marklund
Behzad Haghgoo
Robyn L. Ball
Katie Shpanskaya
2
+ PDF Chat Groupwise Structural Parcellation of the Cortex: A Sound Approach Based on Logistic Models 2017 Guillermo Gallardo
Rutger Fick
William M. Wells
Rachid Deriche
Demián Wassermann
2
+ PDF Chat 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation 2016 Özgün Çiçek
Ahmed Abdulkadir
Soeren S. Lienkamp
Thomas Brox
Olaf Ronneberger
2
+ PDF Chat A survey on deep learning in medical image analysis 2017 Geert Litjens
Thijs Kooi
Babak Ehteshami Bejnordi
Arnaud Arindra Adiyoso Setio
Francesco Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
Clara I. Sá‎nchez
2
+ Landmark methods for forms without landmarks: morphometrics of group differences in outline shape 1997 Fred L. Bookstein
2
+ PDF Chat The Geometry of Algorithms with Orthogonality Constraints 1998 Alan Edelman
T. A. Arias
Steven T. Smith
2
+ PDF Chat Statistics of shape via principal geodesic analysis on Lie groups 2003 P. Thomas Fletcher
Conglin Lu
Sarang Joshi
2
+ Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration 2013 Miaomiao Zhang
Nikhil Singh
P. Thomas Fletcher
2
+ PDF Chat Slice-to-volume medical image registration: A survey 2017 Enzo Ferrante
Nikos Paragios
2
+ Automated Fuzzy Clustering of Neuronal Pathways in Diffusion Tensor Tracking 2002 Joshua S. Shimony
Avi Snyder
Nicholas Lori
Thomas E. Contum
2
+ PDF Chat Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations 2016 Miaomiao Zhang
William M. Wells
Polina Golland
2
+ PDF Chat Detection and analysis of statistical differences in anatomical shape 2004 Polina Golland
W. Eric L. Grimson
M SHENTON
Ron Kikinis
2
+ PDF Chat Voxel-Based Morphometry—The Methods 2000 John Ashburner
Karl Friston
2
+ Statistical Shape Analysis Using Fixed Topology Skeletons: Corpus Callosum Study 1999 Polina Golland
W. Eric L. Grimson
Ron Kikinis
2
+ Geometric Means in a Novel Vector Space Structure on Symmetric Positive‐Definite Matrices 2007 Vincent Arsigny
Pierre Fillard
Xavier Pennec
Nicholas Ayache
2
+ PDF Chat Automated Atlas-Based Clustering of White Matter Fiber Tracts from DTMRI 2005 Mahnaz Maddah
Andrea U. J. Mewes
Steven Haker
W. Eric L. Grimson
Simon K. Warfield
2