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Author Details

William M Wells
Brigham and Women's Hospital
1994
170
39
PMIDPaper TitleJournal TitlePublished Year
37276107Deep Learning for Detection and Localization of B-Lines in Lung Ultrasound.IEEE J Biomed Health Inform2023
37218619Comparison of pulmonary congestion severity using artificial intelligence-assisted scoring versus clinical experts: A secondary analysis of BLUSHED-AHF.Eur J Heart Fail2023
34699353Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets.IEEE Trans Med Imaging2022
37250854Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration.Med Image Comput Comput Assist Interv2022
36474467Fast quantitative bone marrow lesion measurement on knee MRI for the assessment of osteoarthritis.Osteoarthr Cartil Open2022
36383500SuperWarp: Supervised Learning and Warping on U-Net for Invariant Subvoxel-Precise Registration.Biomed Image Regist (2022)2022
35040929massNet: integrated processing and classification of spatially resolved mass spectrometry data using deep learning for rapid tumor delineation.Bioinformatics2022
34968177Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration.IEEE Trans Med Imaging2022
33388458Image registration: Maximum likelihood, minimum entropy and deep learning.Med Image Anal2021
36225596PROSTATE CANCER DIAGNOSIS WITH SPARSE BIOPSY DATA AND IN PRESENCE OF LOCATION UNCERTAINTY.Proc IEEE Int Symp Biomed Imaging2021
36282980Multimodal Representation Learning via Maximization of Local Mutual Information.Med Image Comput Comput Assist Interv2021
35098143Incorporating External Information in Tissue Subtyping: A Topic Modeling Approach.Proc Mach Learn Res2021
34545087Peak learning of mass spectrometry imaging data using artificial neural networks.Nat Commun2021
34367471UNIMODAL CYCLIC REGULARIZATION FOR TRAINING MULTIMODAL IMAGE REGISTRATION NETWORKS.Proc IEEE Int Symp Biomed Imaging2021
31444624A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection.Int J Comput Assist Radiol Surg2020
36415583PEP: Parameter Ensembling by Perturbation.Adv Neural Inf Process Syst2020
33840881Alignment of Cortical Vessels viewed through the Surgical Microscope with Preoperative Imaging to Compensate for Brain Shift.Proc SPIE Int Soc Opt Eng2020
33778818Deformation Aware Augmented Reality for Craniotomy using 3D/2D Non-rigid Registration of Cortical Vessels.Med Image Comput Comput Assist Interv2020
33634272Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.Med Image Comput Comput Assist Interv2020
33283210Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration.Med Image Comput Comput Assist Interv2020
32746129Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.IEEE Trans Med Imaging2020
32216636SlicerDMRI: Diffusion MRI and Tractography Research Software for Brain Cancer Surgery Planning and Visualization.JCO Clin Cancer Inform2020
32186458Detection of Brain Metastases with Deep Learning Single-Shot Detector Algorithms.Radiology2020
32372384Improving detection of prostate cancer foci via information fusion of MRI and temporal enhanced ultrasound.Int J Comput Assist Radiol Surg2020
29994670Keypoint Transfer for Fast Whole-Body Segmentation.IEEE Trans Med Imaging2020
31546048Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives.Neuroimage2020
30334789Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.IEEE Trans Med Imaging2019
31181245Registration uncertainty quantification via low-dimensional characterization of geometric deformations.Magn Reson Imaging2019
31446127Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.Neuroimage2019
31000909Preliminary Results Comparing Thin Plate Splines with Finite Element Methods for Modeling Brain Deformation during Neurosurgery using Intraoperative Ultrasound.Proc SPIE Int Soc Opt Eng2019
30932478Automatic 3D Nonlinear Registration of Mass Spectrometry Imaging and Magnetic Resonance Imaging Data.Anal Chem2019
30654093Uncertainty-aware asynchronous scattered motion interpolation using Gaussian process regression.Comput Med Imaging Graph2019
28910761Phantomless Auto-Calibration and Online Calibration Assessment for a Tracked Freehand 2-D Ultrasound Probe.IEEE Trans Med Imaging2018
30097956Using the variogram for vector outlier screening: application to feature-based image registration.Int J Comput Assist Radiol Surg2018
29869321Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.Int J Comput Assist Radiol Surg2018
31134217Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification.Med Image Comput Comput Assist Interv2018
28161314Groupwise structural parcellation of the whole cortex: A logistic random effects model based approach.Neuroimage2018
27541694Applications of Ultrasound in the Resection of Brain Tumors.J Neuroimaging2017
28436813RF Heating of Gold Cup and Conductive Plastic Electrodes during Simultaneous EEG and MRI.Neurodiagn J2017
29129964A Likelihood-Free Approach for Characterizing Heterogeneous Diseases in Large-Scale Studies.Inf Process Med Imaging2017
28938855Electroencephalographic Resting-State Networks: Source Localization of Microstates.Brain Connect2017
29051796ACTIVE MEAN FIELDS FOR PROBABILISTIC IMAGE SEGMENTATION: CONNECTIONS WITH CHAN-VESE AND RUDIN-OSHER-FATEMI MODELS.SIAM J Imaging Sci2017
28615794DeepInfer: Open-Source Deep Learning Deployment Toolkit for Image-Guided Therapy.Proc SPIE Int Soc Opt Eng2017
28615793Classification of Clinical Significance of MRI Prostate Findings Using 3D Convolutional Neural Networks.Proc SPIE Int Soc Opt Eng2017
28744837Guest editorial of the IJCARS MICCAI 2016 special issue.Int J Comput Assist Radiol Surg2017
28684016The 19th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2016).Med Image Anal2017
28732595Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms.Med Image Anal2017
26899788Direct neural current imaging in an intact cerebellum with magnetic resonance imaging.Neuroimage2016
28664199Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations.Med Image Comput Comput Assist Interv2016
27981029Automated white matter fiber tract identification in patients with brain tumors.Neuroimage Clin2016
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Collaborators

Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 43
Boston Children's Hospital
Co-authored papers 20
Massachusetts Institute of Technology
Co-authored papers 16
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 12
Brigham and Women's Hospital and Harvard Medical School
Co-authored papers 11
Co-authored papers 10
Viatris Inc.
Co-authored papers 9
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 7
Brigham and Women's Hospital
Co-authored papers 5
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 5
Brigham and Women's Hospital
Co-authored papers 5
University of Oxford
Co-authored papers 4
Co-authored papers 3
Northeastern University
Co-authored papers 3
Massachusetts Institute of Technology
Co-authored papers 3
Affiliated Brain Hospital of Guangzhou Medical University
Co-authored papers 3
Co-authored papers 3
Brigham and Women's Hospital and Dana Farber Cancer Institute, Harvard Medical School
Co-authored papers 3
Boston University
Co-authored papers 3
1 Sheikh Zayed Institute for Pediatric Surgical Innovation
Co-authored papers 2
University of California Irvine
Co-authored papers 2
Co-authored papers 2
Brigham and Women's Hospital, Harvard Medical School
Co-authored papers 2
Co-authored papers 2
The University of North Carolina at Chapel Hill
Co-authored papers 2
Georgia State University
Co-authored papers 2
Brigham and Women's Hospital
Co-authored papers 2
Cornell University and Cornell Tech
Co-authored papers 2
Co-authored papers 2
Technical University of Denmark
Co-authored papers 2