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Soumya Ghose | doi.page

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Soumya Ghose

General Electric (Spain)(ES)GE Global Research (United States)(US)Dr. Hari Singh Gour University(IN)

Publications by Year

Research Areas

Medical Image Segmentation Techniques, Radiomics and Machine Learning in Medical Imaging, Medical Imaging and Analysis, Prostate Cancer Diagnosis and Treatment, Advanced Neural Network Applications

Most-Cited Works

→ Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge(2013)795 cited
→ Radiomics and radiogenomics in lung cancer: A review for the clinician(2017)465 cited
→ A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images(2012)201 cited
→ Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences(2015)174 cited
→ Lesion segmentation from multimodal MRI using random forest following ischemic stroke(2014)161 cited
→ Radiomic features from pretreatment biparametric MRI predict prostate cancer biochemical recurrence: Preliminary findings(2018)139 cited

→ Radiomic features on MRI enable risk categorization of prostate cancer patients on active surveillance: Preliminary findings(2018)112 cited

→ Statistical machine learning to identify traumatic brain injury (TBI) from structural disconnections of white matter networks(2016)75 cited

→ A review of segmentation and deformable registration methods applied to adaptive cervical cancer radiation therapy treatment planning(2015)61 cited

→ A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images(2013)53 cited