Texture Guided Active Appearance Model Propagation for Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (Prostate Cancer Imaging, 2010)

Prostate Segmentation with Texture Enhanced Active Appearance Model. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (SITIS, 2010)

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (DICTA, 2011)

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. - Jhimli Mitra; Zoltan Kato; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Mériaudeau (DICTA, 2011)

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (ICIP, 2011)

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Prostate Cancer Imaging, 2011)

Prostate segmentation with local binary patterns guided active appearance models. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Fabrice Mériaudeau (Image Processing, 2011)

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ACIVS, 2012)

Spectral clustering of shape and probability prior models for automatic prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Désiré Sidibé; Fabrice Mériaudeau (EMBC, 2012)

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (EMBC, 2012)

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Desire Sidibé; Fabrice Mériaudeau (ICIP, 2012)

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Soumya Ghose; Desire Sidibé; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (ICIP, 2012)

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. - Soumya Ghose; Jhimli Mitra; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Joan Carles Vilanova; Josep Comet; Desire Sidibé; Fabrice Mériaudeau (ICPR, 2012)

Spectral clustering to model deformations for fast multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Soumya Ghose; Desire Sidibé; Robert Marti; Xavier Lladó; Arnau Oliver; Joan Carles Vilanova; Fabrice Mériaudeau (ICPR, 2012)

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Fabrice Mériaudeau (Image Processing, 2012)

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. - Jhimli Mitra; Abhilash Srikantha; Désiré Sidibé; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Image Processing, 2012)

Statistical shape and texture model of quadrature phase information for prostate segmentation. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Jordi Freixenet; Jhimli Mitra; Joan Carles Vilanova; Josep Comet-Batlle; Fabrice Mériaudeau (Int. J. Comput. Assist. Radiol. Surg., 2012)

Prostate multimodality image registration based on B-splines and quadrature local energy. - Jhimli Mitra; Robert Marti; Arnau Oliver; Xavier Lladó; Soumya Ghose; Joan Carles Vilanova; Fabrice Mériaudeau (Int. J. Comput. Assist. Radiol. Surg., 2012)

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. - Soumya Ghose; Arnau Oliver; Robert Marti; Xavier Lladó; Joan Carles Vilanova; Jordi Freixenet; Jhimli Mitra; Désiré Sidibé; Fabrice Mériaudeau (Comput. Methods Programs Biomed., 2012)

A spline-based non-linear diffeomorphism for multimodal prostate registration. - Jhimli Mitra; Zoltan Kato; Robert Marti; Arnau Oliver; Xavier Lladó; Desire Sidibé; Soumya Ghose; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2012)

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). - Soumya Ghose (2012)

Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images. - Soumya Ghose; James Denham; Martin A. Ebert; Angel Kennedy; Jhimli Mitra; Stephen E. Rose; Jason Dowling (Abdominal Imaging, 2013)

A Survey of Cervix Segmentation Methods in Magnetic Resonance Images. - Soumya Ghose; Lois Holloway; Karen Lim; Philip Chan 003; Jacqueline Veera; Shalini K. Vinod; Gary Liney; Peter B. Greer; Jason Dowling (Abdominal Imaging, 2013)

Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI. - Jhimli Mitra; Pierrick Bourgeat; Jurgen Fripp; Soumya Ghose; Stephen E. Rose; Olivier Salvado; Alan Connelly; Bruce Campbell 004; Susan Palmer; Gagan Sharma; Soren Christensen; Leeanne Carey (MBIA, 2013)

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. - Soumya Ghose; Arnau Oliver; Jhimli Mitra; Robert Marti; Xavier Lladó; Jordi Freixenet; Desire Sidibé; Joan Carles Vilanova; Josep Comet; Fabrice Mériaudeau (Medical Image Anal., 2013)

Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning. - David Rivest-Hénault; Soumya Ghose; Josien P. W. Pluim; Peter B. Greer; Jurgen Fripp; Jason A. Dowling (MCV, 2014)

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. - Geert Litjens 001; Robert Toth; Wendy J. M. van de Ven; Caroline Hoeks; Sjoerd Kerkstra; Bram van Ginneken; Graham Vincent; Gwenaël Guillard; Neil Birbeck; Jindang Zhang; Robin Strand; Filip Malmberg; et al. (Medical Image Anal., 2014)

Lesion segmentation from multimodal MRI using random forest following ischemic stroke. - Jhimli Mitra; Pierrick Bourgeat; Jurgen Fripp; Soumya Ghose; Stephen E. Rose; Olivier Salvado; Alan Connelly; Bruce Campbell 004; Susan Palmer; Gagan Sharma; Soren Christensen; Leeanne Carey (NeuroImage, 2014)

A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning. - Soumya Ghose; Lois Holloway; Karen Lim; Philip Chan 003; Jacqueline Veera; Shalini K. Vinod; Gary Liney; Peter B. Greer; Jason Dowling (Artif. Intell. Medicine, 2015)

Anatomical hubs from spectral clustering of structural connectomes. - Jhimli Mitra; Soumya Ghose; Pierrick Bourgeat; Jurgen Fripp; Jane L. Mathias; Stephen E. Rose; Olivier Salvado (ISBI, 2016)

Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks. - Jhimli Mitra; Kai-Kai Shen; Soumya Ghose; Pierrick Bourgeat; Jurgen Fripp; Olivier Salvado; Kerstin Pannek; D. Jamie Taylor; Jane L. Mathias; Stephen E. Rose (NeuroImage, 2016)

Field Effect Induced Organ Distension (FOrge) Features Predicting Biochemical Recurrence from Pre-treatment Prostate MRI. - Soumya Ghose; Rakesh Shiradkar; Mirabela Rusu; Jhimli Mitra; Rajat Thawani; Michael D. Feldman; Amar Gupta; Andrei S. Purysko; Lee Ponsky; Anant Madabhushi (MICCAI (2), 2017)

Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery. - Soumya Ghose; David Mills; Jhimli Mitra; L. Scott Smith; Desmond Teck-Beng Yeo; Alexandra J. Golby; Sarah F. Frisken; Thomas K. Foo (Image-Guided Procedures, 2020)

Patient-specific deep deformation models (PsDDM) to register planning and interventional ultrasound volumes in image fusion-guided interventions. - Jhimli Mitra; Michael MacDonald; David Mills; Soumya Ghose; L. Scott Smith; Shourya Sarcar; Desmond Teck-Beng Yeo; Clare M. Tempany; Bryan Bednarz; Sydney Jupitz; Thomas K. Foo (Image-Guided Procedures, 2020)

A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT. - Thomas Atta-Fosu; Michael LaBarbera; Soumya Ghose; Paul Schoenhagen; Walid Saliba; Patrick J. Tchou; Bruce D. Lindsay; Milind Y. Desai; Deborah Kwon; Mina K. Chung; Anant Madabhushi (BMC Medical Imaging, 2021)

Transformer-based Characterization of Breast Lesions in Handheld Ultrasound Images WITH Classification Inconsistency Measure. - Grigorios M. Karageorgos; John Karigiannis; Cynthia Davis; Soumya Ghose; Jhimli Mitra (ISBI, 2023)

A hybrid deformable registration method to generate motion-compensated 3D virtual MRI for fusion with interventional real-time 3D ultrasound. - 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; et al. (Int. J. Comput. Assist. Radiol. Surg., 2023)

Deep learning-based automated pipeline for blood vessel detection and distribution analysis in multiplexed prostate cancer images. - Grigorios M. Karageorgos; Sanghee Cho; Elizabeth McDonough; Chrystal Chadwick; Soumya Ghose; Jonathan Owens; Kyeong Joo Jung; Raghu Machiraju; Robert West; James D. Brooks; Parag Mallick; Fiona Ginty (Frontiers Bioinform., 2023)