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S. Ghose · SciRah

Researcher profile · Semantic Scholar

S. Ghose

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S. Ghose — researcher profile on SciRah

h-index: 20
Works: 87
Citations: 2,902

Most-cited papers

Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge
G. Litjens, R. Toth, W. V. D. van de Ven, C. Hoeks +24 more
2013Medical Image Anal.933 citations Open access
Semantic Scholar
Radiomics and radiogenomics in lung cancer: A review for the clinician.
R. Thawani, Michael Mclane, N. Beig, S. Ghose +3 more
2018Lung Cancer404 citations
Semantic Scholar
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images
S. Ghose, A. Oliver, R. Martí, X. Lladó +5 more
2012Comput. Methods Programs Biomed.208 citations Open access
Semantic Scholar
Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences.
J. Dowling, Jidi Sun, P. Pichler, David Rivest-Hénault +10 more
2015International Journal of Radiation Oncology, Biology, Physics171 citations Open access
Semantic Scholar
Lesion segmentation from multimodal MRI using random forest following ischemic stroke
J. Mitra, P. Bourgeat, J. Fripp, S. Ghose +8 more
2014NeuroImage145 citations Open access
Semantic Scholar
Radiomic Features from Pretreatment Biparametric Magnetic Resonance Imaging Predict Prostate Cancer Biochemical Recurrence: Preliminary Findings
R. Shiradkar, S. Ghose, I. Jambor, P. Taimen +3 more
2018Journal of Magnetic Resonance Imaging126 citations Open access
Semantic Scholar
Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary Findings
A. Algohary, S. Viswanath, R. Shiradkar, S. Ghose +15 more
2018Journal of Magnetic Resonance Imaging106 citations Open access
Semantic Scholar
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks
J. Mitra, K. Shen, S. Ghose, P. Bourgeat +6 more
2016NeuroImage67 citations
Semantic Scholar
A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning
S. Ghose, L. Holloway, K. Lim, P. Chan +5 more
2015Artif. Intell. Medicine63 citations Open access
Semantic Scholar
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images
S. Ghose, A. Oliver, J. Mitra, R. Martí +6 more
2013Medical Image Anal.54 citations
Semantic Scholar
MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection.
S. Ghose, J. Mitra, David Rivest-Hénault, A. Fazlollahi +6 more
2016Medical Physics (Lancaster)45 citations
Semantic Scholar
A Random Forest Based Classification Approach to Prostate Segmentation in MRI
S. Ghose, J. Mitra, A. Oliver, R. Martí +5 more
201238 citations
Semantic Scholar
A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT
Thomas Atta-fosu, M. Labarbera, S. Ghose, P. Schoenhagen +7 more
2021BMC Medical Imaging37 citations Open access
Semantic Scholar
3D reconstruction of skin and spatial mapping of immune cell density, vascular distance and effects of sun exposure and aging
S. Ghose, Yingnan Ju, E. McDonough, Jonhan Ho +13 more
2023Communications Biology26 citations Open access
Semantic Scholar
Mass Effect Deformation Heterogeneity (MEDH) on Gadolinium-contrast T1-weighted MRI is associated with decreased survival in patients with right cerebral hemisphere Glioblastoma: A feasibility study
P. Prasanna, J. Mitra, N. Beig, A. Nayate +6 more
2019Scientific Reports26 citations Open access
Semantic Scholar
High-Speed Onsite Deep-Learning Based FFR-CT Algorithm: Evaluation Using Invasive Angiography as Reference Standard.
A. Giannopoulos, Lukas S. Keller, D. Sepulcri, Reto Boehm +12 more
2023AJR. American journal of roentgenology25 citations Open access
Semantic Scholar
Texture Guided Active Appearance Model Propagation for Prostate Segmentation
S. Ghose, A. Oliver, R. Martí, X. Lladó +3 more
2010Prostate Cancer Imaging25 citations Open access
Semantic Scholar
A spline-based non-linear diffeomorphism for multimodal prostate registration
J. Mitra, Z. Kato, R. Martí, A. Oliver +6 more
2012Medical Image Anal.22 citations Open access
Semantic Scholar
A Multichannel CT and Radiomics-Guided CNN-ViT (RadCT-CNNViT) Ensemble Network for Diagnosis of Pulmonary Sarcoidosis
Jianwei Qiu, J. Mitra, S. Ghose, Camille L. Dumas +3 more
2024Diagnostics21 citations Open access
Semantic Scholar
Prostate Segmentation with Texture Enhanced Active Appearance Model
S. Ghose, A. Oliver, R. Martí, X. Lladó +3 more
20102010 Sixth International Conference on Signal-Image Technology and Internet Based Systems21 citations
Semantic Scholar
Prostate Surface Distension and Tumor Texture Descriptors From Pre-Treatment MRI Are Associated With Biochemical Recurrence Following Radical Prostatectomy: Preliminary Findings
R. Shiradkar, S. Ghose, A. Mahran, Lin Li +6 more
2022Frontiers in Oncology20 citations Open access
Semantic Scholar
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation
S. Ghose, A. Oliver, R. Martí, X. Lladó +5 more
2011Prostate Cancer Imaging19 citations
Semantic Scholar
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI
S. Ghose, A. Oliver, R. Martí, X. Lladó +4 more
2012Medical Imaging18 citations Open access
Semantic Scholar
An Improved Patient-Specific Mortality Risk Prediction in ICU in a Random Forest Classification Framework.
S. Ghose, J. Mitra, Sankalp Khanna, J. Dowling
2015Studies in Health Technology and Informatics17 citations
Semantic Scholar
Statistical shape and texture model of quadrature phase information for prostate segmentation
S. Ghose, A. Oliver, R. Martí, X. Lladó +5 more
2011International Journal of Computer Assisted Radiology and Surgery17 citations
Semantic Scholar
Prostate multimodality image registration based on B-splines and quadrature local energy
J. Mitra, R. Martí, A. Oliver, X. Lladó +3 more
2012International Journal of Computer Assisted Radiology and Surgery16 citations Open access
Semantic Scholar
Substitute CT generation from a single ultra short time echo MRI sequence: preliminary study
S. Ghose, J. Dowling, R. Rai, G. Liney
2017Physics in Medicine and Biology15 citations
Semantic Scholar
Prostate shapes on pre-treatment MRI between prostate cancer patients who do and do not undergo biochemical recurrence are different: Preliminary Findings
S. Ghose, R. Shiradkar, M. Rusu, J. Mitra +6 more
2017Scientific Reports14 citations Open access
Semantic Scholar
Prostate segmentation with local binary patterns guided active appearance models
S. Ghose, A. Oliver, R. Martí, X. Lladó +3 more
2011Medical Imaging14 citations
Semantic Scholar
Human Activity Recognition from Smart-Phone Sensor Data using a Multi-Class Ensemble Learning in Home Monitoring.
S. Ghose, J. Mitra, M. Karunanithi, J. Dowling
2015Studies in Health Technology and Informatics13 citations
Semantic Scholar
Computational imaging reveals shape differences between normal and malignant prostates on MRI
M. Rusu, A. Purysko, S. Verma, J. Kiechle +14 more
2017Scientific Reports12 citations Open access
Semantic Scholar
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance
S. Ghose, A. Oliver, R. Martí, X. Lladó +3 more
20112011 18th IEEE International Conference on Image Processing12 citations
Semantic Scholar
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI
S. Ghose, J. Mitra, A. Oliver, R. Martí +5 more
2012International Conference on Pattern Recognition11 citations
Semantic Scholar
Regression and statistical shape model based substitute CT generation for MRI alone external beam radiation therapy from standard clinical MRI sequences
S. Ghose, P. Greer, Jidi Sun, P. Pichler +8 more
2017Physics in Medicine and Biology10 citations Open access
Semantic Scholar
Predicting Breast Cancer Events in Ductal Carcinoma In Situ (DCIS) Using Generative Adversarial Network Augmented Deep Learning Model
S. Ghose, Sanghee Cho, F. Ginty, E. McDonough +8 more
2023medRxiv9 citations Open access
Semantic Scholar
An Automatic 3D Ultrasound and Photoacoustic Combined Imaging System for Human Inflammatory Arthritis
Xiaorui Peng, A. Dentinger, Shivangi Kewalramani, Zhan-Peng Xu +11 more
2023IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control9 citations Open access
Semantic Scholar
Similarity clustering-based atlas selection for pelvic CT image segmentation.
A. Kennedy, J. Dowling, P. Greer, L. Holloway +6 more
2019Medical Physics (Lancaster)9 citations Open access
Semantic Scholar
Radiotherapy dose-distribution to the perirectal fat space (PRS) is related to gastrointestinal control-related complications
S. Gulliford, S. Ghose, M. Ebert, A. Kennedy +4 more
2017Clinical and Translational Radiation Oncology9 citations Open access
Semantic Scholar
Radiomics-guided 3D CNN-vision transformer (Rad-CNNViT) ensemble to diagnose pulmonary sarcoidosis from CT
Jianwei Qiu, J. Mitra, Camille L. Dumas, Brion Sarachan +2 more
2024Medical Imaging7 citations
Semantic Scholar
Human Digital Twin: Automated Cell Type Distance Computation and 3D Atlas Construction in Multiplexed Skin Biopsies
S. Ghose, Yingnan Ju, E. McDonough, J. Ho +13 more
2022bioRxiv7 citations Open access
Semantic Scholar
Automatic substitute CT generation and contouring for MRI-alone external beam radiation therapy from standard MRI sequences
J. Dowling, Jidi Sun, P. Pichler, David Rivest-Hénault +9 more
20157 citations
Semantic Scholar
Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation
S. Ghose, A. Oliver, R. Martí, X. Lladó +5 more
20112011 International Conference on Digital Image Computing: Techniques and Applications7 citations Open access
Semantic Scholar
Automatic Atlas Based Electron Density and Structure Contouring for MRI-based Prostate Radiation Therapy on the Cloud
J. Dowling, N. Burdett, P. Greer, Jidi Sun +8 more
2014Journal of Physics, Conference Series6 citations Open access
Semantic Scholar
Spectral clustering of shape and probability prior models for automatic prostate segmentation
S. Ghose, J. Mitra, A. Oliver, R. Martí +6 more
2012Annual International Conference of the IEEE Engineering in Medicine and Biology Society6 citations Open access
Semantic Scholar
A hybrid deformable registration method to generate motion-compensated 3D virtual MRI for fusion with interventional real-time 3D ultrasound
J. Mitra, C. Bhushan, S. Ghose, David Mills +10 more
2023International Journal of Computer Assisted Radiology and Surgery5 citations
Semantic Scholar
Classification Forests and Markov Random Field to Segment Chronic Ischemic Infarcts from Multimodal MRI
J. Mitra, P. Bourgeat, J. Fripp, S. Ghose +8 more
2013MBIA5 citations
Semantic Scholar
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy
J. Mitra, S. Ghose, Désiré Sidibé, A. Oliver +5 more
20122012 19th IEEE International Conference on Image Processing5 citations
Semantic Scholar
Tumor Infiltrating Lymphocytes in Multi-National Cohorts of Ductal Carcinoma In Situ (DCIS) of Breast
S. Badve, Sanghee Cho, Xiao-Yu Lu, Shan Cao +9 more
2022Cancers4 citations Open access
Semantic Scholar
Predicting Poststroke Depression from Brain Connectivity
J. Mitra, K. Shen, S. Ghose, P. Bourgeat +6 more
20144 citations
Semantic Scholar
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images
S. Ghose, J. Mitra, A. Oliver, R. Martí +5 more
20122012 19th IEEE International Conference on Image Processing4 citations Open access
Semantic Scholar

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