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Soumya Ghose
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2020 – today
- 2023
- [j12]Jhimli Mitra
, Chitresh Bhushan, Soumya Ghose, David Mills, Aqsa Patel, Heather Chan, Matthew Tarasek, Thomas K. Foo, Shane Wells, Sydney Jupitz, Bryan Bednarz, Christopher L. Brace, James H. Holmes
A hybrid deformable registration method to generate motion-compensated 3D virtual MRI for fusion with interventional real-time 3D ultrasound. Int. J. Comput. Assist. Radiol. Surg. 18(8): 1501-1509 (2023) - [j11]Grigorios M. Karageorgos, Sanghee Cho
Deep learning-based automated pipeline for blood vessel detection and distribution analysis in multiplexed prostate cancer images. Frontiers Bioinform. 3 (2023) - [c26]Grigorios M. Karageorgos, John Karigiannis, Cynthia Davis, Soumya Ghose, Jhimli Mitra:
Transformer-based Characterization of Breast Lesions in Handheld Ultrasound Images WITH Classification Inconsistency Measure. ISBI 2023: 1-5 - 2021
- [j10]Thomas Atta-Fosu
A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT. BMC Medical Imaging 21(1): 45 (2021) - 2020
- [c25]Soumya Ghose, David Mills, Jhimli Mitra, L. Scott Smith, Desmond Teck-Beng Yeo
Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery. Medical Imaging: Image-Guided Procedures 2020: 113150J - [c24]Jhimli Mitra, Michael MacDonald, David Mills, Soumya Ghose, L. Scott Smith, Shourya Sarcar, Desmond Teck-Beng Yeo
Patient-specific deep deformation models (PsDDM) to register planning and interventional ultrasound volumes in image fusion-guided interventions. Medical Imaging: Image-Guided Procedures 2020: 113150Y
2010 – 2019
- 2017
- [c23]Soumya Ghose, Rakesh Shiradkar, Mirabela Rusu, Jhimli Mitra, Rajat Thawani
Field Effect Induced Organ Distension (FOrge) Features Predicting Biochemical Recurrence from Pre-treatment Prostate MRI. MICCAI (2) 2017: 442-449 - 2016
- [j9]Jhimli Mitra, Kai-Kai Shen
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks. NeuroImage 129: 247-259 (2016) - [c22]Jhimli Mitra, Soumya Ghose, Pierrick Bourgeat
Anatomical hubs from spectral clustering of structural connectomes. ISBI 2016: 894-897 - 2015
- [j8]Soumya Ghose, Lois Holloway
A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning. Artif. Intell. Medicine 64(2): 75-87 (2015) - 2014
- [j7]Geert Litjens
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014) - [j6]Jhimli Mitra, Pierrick Bourgeat
Lesion segmentation from multimodal MRI using random forest following ischemic stroke. NeuroImage 98: 324-335 (2014) - [c21]David Rivest-Hénault, Soumya Ghose, Josien P. W. Pluim, Peter B. Greer
Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning. MCV 2014: 105-115 - 2013
- [j5]Soumya Ghose, Arnau Oliver
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. 17(6): 587-600 (2013) - [c20]Jhimli Mitra, Pierrick Bourgeat
Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI. MBIA 2013: 107-118 - [c19]Soumya Ghose, James Denham
Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images. Abdominal Imaging 2013: 194-202 - [c18]Soumya Ghose, Lois Holloway
A Survey of Cervix Segmentation Methods in Magnetic Resonance Images. Abdominal Imaging 2013: 290-298 - 2012
- [b1]Soumya Ghose:
Robust Image Segmentation Applied to Magnetic Resonance and Ultrasound Images of the Prostate. (Segmentation d'images robuste appliqué à l'imagerie par résonance magnétique et l'échographie de la prostate). University of Burgundy, Dijon, France, 2012 - [j4]Soumya Ghose, Arnau Oliver
Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. 7(1): 43-55 (2012) - [j3]Jhimli Mitra, Robert Marti
Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. 7(3): 445-454 (2012) - [j2]Soumya Ghose, Arnau Oliver
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. 108(1): 262-287 (2012) - [j1]Jhimli Mitra, Zoltan Kato, Robert Marti
A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. 16(6): 1259-1279 (2012) - [c17]Soumya Ghose, Jhimli Mitra, Arnau Oliver
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS 2012: 190-200 - [c16]Soumya Ghose, Jhimli Mitra, Arnau Oliver
Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC 2012: 2335-2338 - [c15]Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC 2012: 5416-5419 - [c14]Soumya Ghose, Jhimli Mitra, Arnau Oliver
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP 2012: 541-544 - [c13]Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP 2012: 2949-2952 - [c12]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR 2012: 121-124 - [c11]Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau:
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR 2012: 125-128 - [c10]Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau:
Spectral clustering to model deformations for fast multimodal prostate registration. ICPR 2012: 2622-2625 - [c9]Soumya Ghose, Arnau Oliver
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Medical Imaging: Image Processing 2012: 83140S - [c8]Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Medical Imaging: Image Processing 2012: 83143M - 2011
- [c7]Jhimli Mitra, Zoltan Kato, Robert Marti
A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA 2011: 31-36 - [c6]Soumya Ghose, Arnau Oliver
Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA 2011: 340-345 - [c5]Soumya Ghose, Arnau Oliver
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP 2011: 713-716 - [c4]Soumya Ghose, Arnau Oliver
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging 2011: 35-46 - [c3]Soumya Ghose, Arnau Oliver
Prostate segmentation with local binary patterns guided active appearance models. Medical Imaging: Image Processing 2011: 796218 - 2010
- [c2]Soumya Ghose, Arnau Oliver
Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging 2010: 111-120 - [c1]Soumya Ghose, Arnau Oliver
Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS 2010: 18-22
Coauthor Index
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