Sotabase

Career

· Principal Scientist, GE HealthCare2023–
· Principal Scientist, GE Research2023–2023
· Senior Scientist, GE Research2020–2023
· Lead Scientist, GE Research2019–2020
· Research Scientist, GE Research2018–2019
· Senior Research Associate, Case Western Reserve University2015–2018

Publications (91)

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge
Medical Image Anal. · 2014
813
cited
Radiomics and radiogenomics in lung cancer: A review for the clinician.
Lung Cancer · 2018
390
cited
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images
Comput. Methods Programs Biomed. · 2012
199
cited
Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences.
International Journal of Radiation Oncology, Biology, Physics · 2015
165
cited
Lesion segmentation from multimodal MRI using random forest following ischemic stroke
NeuroImage · 2014
143
cited
Radiomic features from pretreatment biparametric MRI predict prostate cancer biochemical recurrence: Preliminary findings
Journal of Magnetic Resonance Imaging · 2018
120
cited
Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary findings
Journal of Magnetic Resonance Imaging · 2018
102
cited
Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks
NeuroImage · 2016
66
cited
A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning
Artif. Intell. Medicine · 2015
62
cited
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images
Medical Image Anal. · 2013
53
cited
MRI-alone radiation therapy planning for prostate cancer: Automatic fiducial marker detection.
Medical Physics (Lancaster) · 2016
44
cited
A Random Forest Based Classification Approach to Prostate Segmentation in MRI
2012
36
cited
A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT
BMC Medical Imaging · 2021
28
cited
Texture Guided Active Appearance Model Propagation for Prostate Segmentation
Prostate Cancer Imaging · 2010
24
cited
A spline-based non-linear diffeomorphism for multimodal prostate registration
Medical Image Anal. · 2012
23
cited
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
Scientific Reports · 2019
23
cited
Prostate Segmentation with Texture Enhanced Active Appearance Model
2010 Sixth International Conference on Signal-Image Technology and Internet Based Systems · 2010
21
cited
Knowledge Discovery from Web Usage Data: Extraction of Sequential Patterns through ART1 Neural Network Based Clustering Algorithm
International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) · 2007
20
cited
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation
Prostate Cancer Imaging · 2011
19
cited
Statistical shape and texture model of quadrature phase information for prostate segmentation
International Journal of Computer Assisted Radiology and Surgery · 2011
19
cited
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Soumya Ghose | Researcher Profile | Sotabase | Sotabase