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Author Details
Full Name
William M Wells
Affiliation
Brigham and Women's Hospital
ORCID
Career Start Year
1994
Papers
170
H Index
39
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
37276107
Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.
IEEE J Biomed Health Inform
2023
37218619
Comparison of pulmonary congestion severity using artificial intelligence-assisted scoring versus clinical experts: A secondary analysis of BLUSHED-AHF.
Eur J Heart Fail
2023
34699353
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets.
IEEE Trans Med Imaging
2022
37250854
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration.
Med Image Comput Comput Assist Interv
2022
36474467
Fast quantitative bone marrow lesion measurement on knee MRI for the assessment of osteoarthritis.
Osteoarthr Cartil Open
2022
36383500
SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration.
Biomed Image Regist (2022)
2022
35040929
massNet: integrated processing and classification of spatially resolved mass spectrometry data using deep learning for rapid tumor delineation.
Bioinformatics
2022
34968177
Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration.
IEEE Trans Med Imaging
2022
33388458
Image registration: Maximum likelihood, minimum entropy and deep learning.
Med Image Anal
2021
36225596
PROSTATE CANCER DIAGNOSIS WITH SPARSE BIOPSY DATA AND IN PRESENCE OF LOCATION UNCERTAINTY.
Proc IEEE Int Symp Biomed Imaging
2021
36282980
Multimodal Representation Learning via Maximization of Local Mutual Information.
Med Image Comput Comput Assist Interv
2021
35098143
Incorporating External Information in Tissue Subtyping: A Topic Modeling Approach.
Proc Mach Learn Res
2021
34545087
Peak learning of mass spectrometry imaging data using artificial neural networks.
Nat Commun
2021
34367471
UNIMODAL CYCLIC REGULARIZATION FOR TRAINING MULTIMODAL IMAGE REGISTRATION NETWORKS.
Proc IEEE Int Symp Biomed Imaging
2021
31444624
A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection.
Int J Comput Assist Radiol Surg
2020
36415583
PEP: Parameter Ensembling by Perturbation.
Adv Neural Inf Process Syst
2020
33840881
Alignment of Cortical Vessels viewed through the Surgical Microscope with Preoperative Imaging to Compensate for Brain Shift.
Proc SPIE Int Soc Opt Eng
2020
33778818
Deformation Aware Augmented Reality for Craniotomy using 3D/2D Non-rigid Registration of Cortical Vessels.
Med Image Comput Comput Assist Interv
2020
33634272
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.
Med Image Comput Comput Assist Interv
2020
33283210
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration.
Med Image Comput Comput Assist Interv
2020
32746129
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.
IEEE Trans Med Imaging
2020
32216636
SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization.
JCO Clin Cancer Inform
2020
32186458
Detection of Brain Metastases with Deep Learning Single-Shot Detector Algorithms.
Radiology
2020
32372384
Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.
Int J Comput Assist Radiol Surg
2020
29994670
Keypoint Transfer for Fast Whole-Body Segmentation.
IEEE Trans Med Imaging
2020
31546048
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives.
Neuroimage
2020
30334789
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.
IEEE Trans Med Imaging
2019
31181245
Registration uncertainty quantification via low-dimensional characterization of geometric deformations.
Magn Reson Imaging
2019
31446127
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
Neuroimage
2019
31000909
Preliminary Results Comparing Thin Plate Splines with Finite Element Methods for Modeling Brain Deformation during Neurosurgery using Intraoperative Ultrasound.
Proc SPIE Int Soc Opt Eng
2019
30932478
Automatic 3D Nonlinear Registration of Mass Spectrometry Imaging and Magnetic Resonance Imaging Data.
Anal Chem
2019
30654093
Uncertainty-aware asynchronous scattered motion interpolation using Gaussian process regression.
Comput Med Imaging Graph
2019
28910761
Phantomless Auto-Calibration and Online Calibration Assessment for a Tracked Freehand 2-D Ultrasound Probe.
IEEE Trans Med Imaging
2018
30097956
Using the variogram for vector outlier screening: application to feature-based image registration.
Int J Comput Assist Radiol Surg
2018
29869321
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.
Int J Comput Assist Radiol Surg
2018
31134217
Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification.
Med Image Comput Comput Assist Interv
2018
28161314
Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach.
Neuroimage
2018
27541694
Applications of Ultrasound in the Resection of Brain Tumors.
J Neuroimaging
2017
28436813
RF Heating of Gold Cup and Conductive Plastic Electrodes during Simultaneous EEG and MRI.
Neurodiagn J
2017
29129964
A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies.
Inf Process Med Imaging
2017
28938855
Electroencephalographic Resting-State Networks: Source Localization of Microstates.
Brain Connect
2017
29051796
ACTIVE MEAN FIELDS FOR PROBABILISTIC IMAGE SEGMENTATION: CONNECTIONS WITH CHAN-VESE AND RUDIN-OSHER-FATEMI MODELS.
SIAM J Imaging Sci
2017
28615794
DeepInfer: Open-Source Deep Learning Deployment Toolkit for Image-Guided Therapy.
Proc SPIE Int Soc Opt Eng
2017
28615793
Classification of Clinical Significance of MRI Prostate Findings Using 3D Convolutional Neural Networks.
Proc SPIE Int Soc Opt Eng
2017
28744837
Guest editorial of the IJCARS MICCAI 2016 special issue.
Int J Comput Assist Radiol Surg
2017
28684016
The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).
Med Image Anal
2017
28732595
Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms.
Med Image Anal
2017
26899788
Direct neural current imaging in an intact cerebellum with magnetic resonance imaging.
Neuroimage
2016
28664199
Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations.
Med Image Comput Comput Assist Interv
2016
27981029
Automated white matter fiber tract identification in patients with brain tumors.
Neuroimage Clin
2016
1 - 50 of 170
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row(s) 1 - 30 of 30
Collaborators
Ron Kikinis
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers
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Simon K Warfield
Boston Children's Hospital
Co-authored papers
20
Polina Golland
Massachusetts Institute of Technology
Co-authored papers
16
Ferenc A Jolesz
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers
12
Peter M Black
Brigham and Women's Hospital and Harvard Medical School
Co-authored papers
11
Steve Pieper
Co-authored papers
10
Kelly H Zou
Viatris Inc.
Co-authored papers
9
Ion-Florin Talos
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers
7
Steven Haker
Brigham and Women's Hospital
Co-authored papers
5
Mark Vangel
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers
5
Parikshit Juvekar
Brigham and Women's Hospital
Co-authored papers
5
Mark Jenkinson
University of Oxford
Co-authored papers
4
Jann N Sarkaria
Co-authored papers
3
Jeffrey N Agar
Northeastern University
Co-authored papers
3
Bruce Fischl
Massachusetts Institute of Technology
Co-authored papers
3
Fan Zhang
Affiliated Brain Hospital of Guangzhou Medical University
Co-authored papers
3
Nathalie Y R Agar
Co-authored papers
3
Paul L Nguyen
Brigham and Women's Hospital and Dana Farber Cancer Institute, Harvard Medical School
Co-authored papers
3
David A Boas
Boston University
Co-authored papers
3
Xinyang Liu
1 Sheikh Zayed Institute for Pediatric Surgical Innovation
Co-authored papers
2
Steven G Potkin
University of California Irvine
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2
Douglas N Greve
Co-authored papers
2
Daniel Goldberg-Zimring
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2
Michael S Regan
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2
Seth A Berkowitz
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