Soumya Ghose

发表

A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2013, Medical Image Anal..

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

Florian Jung, Christos Davatzikos, Dean C. Barratt, 2014, Medical Image Anal..

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2012, Medical Imaging.

Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI

Olivier Salvado, Jurgen Fripp, Alan Connelly, 2013, MBIA.

Prostate Segmentation in Ultrasound and Magnetic Resonance Images

Soumya Ghose, Fabrice Meriaudeau, Arnau Olivier, 2016 .

Lesion segmentation from multimodal MRI using random forest following ischemic stroke

Olivier Salvado, Jurgen Fripp, Alan Connelly, 2014, NeuroImage.

Prostate segmentation with local binary patterns guided active appearance models

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, Medical Imaging.

Patient-specific deep deformation models (PsDDM) to register planning and interventional ultrasound volumes in image fusion-guided interventions

Soumya Ghose, Jhimli Mitra, Bryan Bednarz, 2020, Medical Imaging: Image-Guided Procedures.

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Medical Imaging.

Texture Guided Active Appearance Model Propagation for Prostate Segmentation

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2010, Prostate Cancer Imaging.

Multi-atlas and unsupervised learning approach to perirectal space segmentation in CT images

Soumya Ghose, Jhimli Mitra, Martin A Ebert, 2016, Australasian Physical & Engineering Sciences in Medicine.

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Prostate multimodality image registration based on B-splines and quadrature local energy

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2012, International Journal of Computer Assisted Radiology and Surgery.

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, 2011 International Conference on Digital Image Computing: Techniques and Applications.

A Random Forest Based Classification Approach to Prostate Segmentation in MRI

Soumya Ghose, Arnau Oliver, Jordi Freixenet, 2012 .

Anatomical hubs from spectral clustering of structural connectomes

Olivier Salvado, Jurgen Fripp, Stephen E. Rose, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, Prostate Cancer Imaging.

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, 2011 18th IEEE International Conference on Image Processing.

Multi-atlas and Gaussian Mixture Modeling Based Perirectal Fat Segmentation from CT Images

Jason Dowling, James Denham, Stephen E. Rose, 2013, Abdominal Imaging.

Statistical shape and texture model of quadrature phase information for prostate segmentation

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2011, International Journal of Computer Assisted Radiology and Surgery.

Field Effect Induced Organ Distension (FOrge) Features Predicting Biochemical Recurrence from Pre-treatment Prostate MRI

Anant Madabhushi, Soumya Ghose, Jhimli Mitra, 2017, MICCAI.

Michael G Jameson, Soumya Ghose, Martin A Ebert, 2019, Medical physics.

A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning

Jason Dowling, Peter B. Greer, Soumya Ghose, 2015, Artif. Intell. Medicine.

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, Soumya Ghose, 2012 .

Prostate Segmentation with Texture Enhanced Active Appearance Model

Fabrice Mériaudeau, Xavier Lladó, Robert Marti, 2010, 2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems.

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, 2012 19th IEEE International Conference on Image Processing.

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Comput. Methods Programs Biomed..

A spline-based non-linear diffeomorphism for multimodal prostate registration

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Medical Image Anal..

Spectral clustering to model deformations for fast multimodal prostate registration

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring.

Soumya Ghose, Jhimli Mitra, Mohan Karunanithi, 2015, Studies in health technology and informatics.

Automatic brain structure-guided registration of pre and intra-operative 3D ultrasound for neurosurgery

Alexandra J. Golby, Soumya Ghose, Jhimli Mitra, 2020, Medical Imaging: Image-Guided Procedures.

Fast Multiatlas Selection Using Composition of Transformations for Radiation Therapy Planning

Josien P. W. Pluim, Jurgen Fripp, Jason Dowling, 2014, MCV.

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, 2012 19th IEEE International Conference on Image Processing.

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, ACIVS.

Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study

Soumya Ghose, Jason A Dowling, Robba Rai, 2017, Physics in medicine and biology.

Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks

Olivier Salvado, Pierrick Bourgeat, Jurgen Fripp, 2016, NeuroImage.

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation

Desire Sidibé, Fabrice Mériaudeau, Xavier Lladó, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

A Survey of Cervix Segmentation Methods in Magnetic Resonance Images

Jason Dowling, Peter B. Greer, Soumya Ghose, 2013, Abdominal Imaging.

Automatic Atlas Based Electron Density and Structure Contouring for MRI-based Prostate Radiation Therapy on the Cloud

Olivier Salvado, Jurgen Fripp, Peter B. Greer, 2014 .

A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT

Anant Madabhushi, Soumya Ghose, Paul Schoenhagen, 2021, BMC Medical Imaging.

MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection.

Jurgen Fripp, Soumya Ghose, Jhimli Mitra, 2016, Medical physics.

Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary findings

Anant Madabhushi, Soumya Ghose, Satish Viswanath, 2018, Journal of magnetic resonance imaging : JMRI.

Radiomics and radiogenomics in lung cancer: A review for the clinician.

Prateek Prasanna, Anant Madabhushi, Soumya Ghose, 2018, Lung cancer.

Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences

Soumya Ghose, Jhimli Mitra, Jidi Sun, 2017, Physics in medicine and biology.

Automatic substitute CT generation and contouring for MRI-alone external beam radiation therapy from standard MRI sequences

Jurgen Fripp, Peter B. Greer, Soumya Ghose, 2015 .

Radiomic features from pretreatment biparametric MRI predict prostate cancer biochemical recurrence: Preliminary findings

Anant Madabhushi, Soumya Ghose, Ivan Jambor, 2018, Journal of magnetic resonance imaging : JMRI.

An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework.

Soumya Ghose, Jhimli Mitra, Sankalp Khanna, 2015, Studies in health technology and informatics.

Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences.

Jurgen Fripp, Soumya Ghose, David Rivest-Hénault, 2015, International journal of radiation oncology, biology, physics.