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Author Details

Bilwaj Gaonkar
David Geffen School of Medicine, University of California Los Angeles
2011
46
15
PMIDPaper TitleJournal TitlePublished Year
37437805Lumbar Spinal Canal Segmentation in Cases with Lumbar Stenosis Using Deep-U-Net Ensembles.World Neurosurg2023
37437805Lumbar Spinal Canal Segmentation in Cases with Lumbar Stenosis Using Deep-U-Net Ensembles.World Neurosurg2023
34837203Imaging Biomarker Development for Lower Back Pain Using Machine Learning: How Image Analysis Can Help Back Pain.Methods Mol Biol2022
36307037Structural Changes in the Cervicomedullary Junction in Adult Chiari Patients.World Neurosurg2022
34837203Imaging Biomarker Development for Lower Back Pain Using Machine Learning: How Image Analysis Can Help Back Pain.Methods Mol Biol2022
36307037Structural Changes in the Cervicomedullary Junction in Adult Chiari Patients.World Neurosurg2022
32798139Multivariate Neural Connectivity Patterns in Early Infancy Predict Later Autism Symptoms.Biol Psychiatry Cogn Neurosci Neuroimaging2021
33826737Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning.Neurosurgery2021
34345443Perioperative dual antiplatelet therapy for patients undergoing spine surgery soon after drug eluting stent placement.Surg Neurol Int2021
33080506Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation.Med Image Anal2021
32798139Multivariate Neural Connectivity Patterns in Early Infancy Predict Later Autism Symptoms.Biol Psychiatry Cogn Neurosci Neuroimaging2021
34562630Relationship Between Superior Semicircular Canal Dehiscence Volume with Clinical Symptoms: Case Series.World Neurosurg2021
33826737Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning.Neurosurgery2021
34562630Relationship Between Superior Semicircular Canal Dehiscence Volume with Clinical Symptoms: Case Series.World Neurosurg2021
34345443Perioperative dual antiplatelet therapy for patients undergoing spine surgery soon after drug eluting stent placement.Surg Neurol Int2021
33080506Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation.Med Image Anal2021
31733382Comparison of Clinical Outcomes Stratified by Target Delineation for Patients Undergoing Stereotactic Body Radiotherapy for Spinal Metastases.World Neurosurg2020
31733382Comparison of Clinical Outcomes Stratified by Target Delineation for Patients Undergoing Stereotactic Body Radiotherapy for Spinal Metastases.World Neurosurg2020
31280101Timing of adjuvant radiation therapy and survival outcomes after surgical resection of intracranial non-small cell lung cancer metastases.Clin Neurol Neurosurg2019
31819817Clinical and surgical management of holocervical spinal cord ependymomas.Surg Neurol Int2019
31561232Natural history of the aging spine: a cross-sectional analysis of spinopelvic parameters in the asymptomatic population.J Neurosurg Spine2019
33937788Quantitative Analysis of Neural Foramina in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.Radiol Artif Intell2019
31280101Timing of adjuvant radiation therapy and survival outcomes after surgical resection of intracranial non-small cell lung cancer metastases.Clin Neurol Neurosurg2019
31467240Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.AJNR Am J Neuroradiol2019
33937788Quantitative Analysis of Neural Foramina in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.Radiol Artif Intell2019
31819817Clinical and surgical management of holocervical spinal cord ependymomas.Surg Neurol Int2019
31561232Natural history of the aging spine: a cross-sectional analysis of spinopelvic parameters in the asymptomatic population.J Neurosurg Spine2019
31467240Quantitative Analysis of Spinal Canal Areas in the Lumbar Spine: An Imaging Informatics and Machine Learning Study.AJNR Am J Neuroradiol2019
28945893Novel Method of Measuring Canal Dehiscence and Evaluation of its Potential as a Predictor of Symptom Outcomes After Middle Fossa Craniotomy.Neurosurgery2018
28945893Novel Method of Measuring Canal Dehiscence and Evaluation of its Potential as a Predictor of Symptom Outcomes After Middle Fossa Craniotomy.Neurosurgery2018
30440523Cell Counting and Segmentation of Immunohistochemical Images in the Spinal Cord: Comparing Deep Learning and Traditional Approaches.Annu Int Conf IEEE Eng Med Biol Soc2018
30440481A Comparative Study of Automatic Approaches for Preclinical MRI-based Brain Segmentation in the Developing Rat.Annu Int Conf IEEE Eng Med Biol Soc2018
30344893ORCHESTRAL FULLY CONVOLUTIONAL NETWORKS FOR SMALL LESION SEGMENTATION IN BRAIN MRI.Proc IEEE Int Symp Biomed Imaging2018
30239862Autonomous Trajectory Planning for External Ventricular Drain Placement.Oper Neurosurg (Hagerstown)2018
29530701Planned Subtotal Resection of Vestibular Schwannoma Differs from the Ideal Radiosurgical Target Defined by Adaptive Hybrid Surgery.World Neurosurg2018
30239862Autonomous Trajectory Planning for External Ventricular Drain Placement.Oper Neurosurg (Hagerstown)2018
30344893ORCHESTRAL FULLY CONVOLUTIONAL NETWORKS FOR SMALL LESION SEGMENTATION IN BRAIN MRI.Proc IEEE Int Symp Biomed Imaging2018
30440523Cell Counting and Segmentation of Immunohistochemical Images in the Spinal Cord: Comparing Deep Learning and Traditional Approaches.Annu Int Conf IEEE Eng Med Biol Soc2018
30440481A Comparative Study of Automatic Approaches for Preclinical MRI-based Brain Segmentation in the Developing Rat.Annu Int Conf IEEE Eng Med Biol Soc2018
29530701Planned Subtotal Resection of Vestibular Schwannoma Differs from the Ideal Radiosurgical Target Defined by Adaptive Hybrid Surgery.World Neurosurg2018
27890766United States Medical Licensing Examination Step 1 Scores Directly Correlate with American Board of Neurological Surgery Scores: A Single-Institution Experience.World Neurosurg2017
29018631Multi-Parameter Ensemble Learning for Automated Vertebral Body Segmentation in Heterogeneously Acquired Clinical MR Images.IEEE J Transl Eng Health Med2017
28725523A Method of Locating the Dehiscence during Middle Fossa Approach for Superior Semicircular Canal Dehiscence Surgery.J Neurol Surg B Skull Base2017
28461275Isolated Transverse Process Fractures and Markers of Associated Injuries: The Experience at University of California, Los Angeles.World Neurosurg2017
28321386Computerized Assessment of Superior Semicircular Canal Dehiscence Size using Advanced Morphological Imaging Operators.J Neurol Surg B Skull Base2017
28697782Exploring intentions of physician-scientist trainees: factors influencing MD and MD/PhD interest in research careers.BMC Med Educ2017
31178619Bayesian automated cortical segmentation for neonatal MRI.Proc SPIE Int Soc Opt Eng2017
27890766United States Medical Licensing Examination Step 1 Scores Directly Correlate with American Board of Neurological Surgery Scores: A Single-Institution Experience.World Neurosurg2017
28108423Isolated Transverse Process Fractures: A Systematic Analysis.World Neurosurg2017
31178619Bayesian automated cortical segmentation for neonatal MRI.Proc SPIE Int Soc Opt Eng2017
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Collaborators

Luke Macyszyn
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 20
Christos Davatzikos
University of Pennsylvania
Co-authored papers 18
Joel S Beckett
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 14
Mark A Attiah
Kaiser Permanente Los Angeles Medical Center
Co-authored papers 11
Diane Villaroman
University of California los angeles
Co-authored papers 5
Azim Laiwalla
University of California Los Angeles
Co-authored papers 4
Bayard Wilson
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 4
Banafsheh Salehi
David Geffen School of Medicine at University of California Los Angeles
Co-authored papers 4
Noriko Salamon
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 4
Guray Erus
Perelman School of Medicine University of Pennsylvania
Co-authored papers 4
Jimit Doshi
University of Pennsylvania
Co-authored papers 4
Diana Babayan
University of California Los Angeles
Co-authored papers 4
Alex A T Bui
Co-authored papers 3
Russell T Shinohara
University of Pennsylvania
Co-authored papers 3
Alex A T Bui
University of California Los Angeles
Co-authored papers 3
Bryan Yoo
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 3
Juan Pablo Villablanca
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 2
Erdem Varol
New York University.
Co-authored papers 2
Christopher P Ames
Co-authored papers 2
David L McArthur
David Geffen School of Medicine, University of California Los Angeles
Co-authored papers 2
Aristeidis Sotiras
Washington University in St. Louis
Co-authored papers 2
Steven Moran
Co-authored papers 2
Donald M O'Rourke
Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania
Co-authored papers 1
Kiri A Sandler
Oregon Health and Science University
Co-authored papers 1
Jennifer M Kwan
Yale School of Medicine
Co-authored papers 1
Matthew Edwards
University of California los angeles
Co-authored papers 1
Robert Nick Bryan
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 1
Matthew Edwards
Co-authored papers 1
Theodore D Satterthwaite
University of Pennsylvania
Co-authored papers 1
Michel Bilello
Perelman School of Medicine, University of Pennsylvania
Co-authored papers 1
Release 1.2