Dr. Jhimli Mitra Profile

Dr. Jhimli Mitra

Principal Scientist at GE HealthCare

SPIE Involvement:

Conference Chair | Editor | Author

Proceedings Article | 2 April 2024 Presentation + Paper

Radiomics-guided 3D CNN-vision transformer (Rad-CNNViT) ensemble to diagnose pulmonary sarcoidosis from CT

Jianwei Qiu, Jhimli Mitra, Camille Dumas, Brion Sarachan, Soumya Ghose, Marc Judson

Proceedings Volume 12926, 129260J (2024) https://doi.org/10.1117/12.3005429

KEYWORDS: Radiomics, Pulmonary disorders, Lung, Feature extraction, Diagnostics, Deep learning, Transformers, Image classification, Education and training

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Proceedings Article | 29 March 2024 Presentation + Paper

A hybrid CNN-Swin Transformer network as deep learning model observer to predict human observer performance in 2AFC trial

Muhan Shao, Jhimli Mitra, Darrin Byrd, Craig Abbey, Fatemeh Behnia, Jean Lee, Amir Iravani, Murat Sadic, Delphine Chen, Paul Kinahan, Sangtae Ahn

Proceedings Volume 12929, 129290B (2024) https://doi.org/10.1117/12.3005656

KEYWORDS: Transformers, Deep learning, Cross validation, Positron emission tomography, Convolutional neural networks, Image quality, Cancer detection

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Proceedings Article | 16 March 2020 Presentation + Paper

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 Golby, Sarah Frisken, Thomas Foo

Proceedings Volume 11315, 113150J (2020) https://doi.org/10.1117/12.2549630

KEYWORDS: Ultrasonography, Image registration, Brain, Tumors, Image segmentation, Magnetic resonance imaging, Surgery

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Proceedings Article | 16 March 2020 Paper

Blood flow anomaly detection via generative adversarial networks: a preliminary study

Asha Singanamalli, Jhimli Mitra, Kirk Wallace, Prem Venugopal, Scott Smith, Larry Mo, Lai Yee Leung, Jonathan Morrison, Todd Rasmussen, Luca Marinelli

Proceedings Volume 11315, 1131522 (2020) https://doi.org/10.1117/12.2549094

KEYWORDS: Arteries, Ultrasonography, Data modeling, Network architectures, Blood vessels, Artificial intelligence, Artificial neural networks

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Proceedings Article | 16 March 2020 Presentation + Paper

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 Tempany, Bryan Bednarz, Sydney Jupitz, Thomas Foo

Proceedings Volume 11315, 113150Y (2020) https://doi.org/10.1117/12.2549352

KEYWORDS: Image registration, 3D modeling, Ultrasonography, Liver, Motion models, Magnetic resonance imaging, 3D image processing, Computer programming, Data acquisition, 3D acquisition

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Proceedings Article | 14 February 2012 Paper

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

Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Martí, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Vilanova, Josep Comet, Fabrice Meriaudeau

Proceedings Volume 8314, 83143M (2012) https://doi.org/10.1117/12.911176

KEYWORDS: Prostate, Biopsy, Magnetic resonance imaging, Image segmentation, 3D image processing, Tissues, Prostate cancer, Statistical methods, Magnetism, Shape analysis

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Proceedings Article | 14 February 2012 Paper

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

Soumya Ghose, Arnau Oliver, Robert Martí, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Vilanova, Fabrice Meriaudeau

Proceedings Volume 8314, 83140S (2012) https://doi.org/10.1117/12.911253

KEYWORDS: 3D modeling, Image segmentation, Prostate, Data modeling, Magnetic resonance imaging, Image registration, 3D image processing, Statistical modeling, Affine motion model, Principal component analysis

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Proceedings Article | 2 March 2011 Paper

A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration

Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Llado, Joan Vilanova, Fabrice Meriaudeau

Proceedings Volume 7964, 79642T (2011) https://doi.org/10.1117/12.877956

KEYWORDS: Image registration, Prostate, Magnetic resonance imaging, Biopsy, Image segmentation, Prostate cancer, Optimization (mathematics), Ultrasonography, Magnetism, Rectum

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Proceedings Article | 9 March 2010 Paper

Source separation on hyperspectral cube applied to dermatology

J. Mitra, R. Jolivot, P. Vabres, F. Marzani

Proceedings Volume 7624, 76243I (2010) https://doi.org/10.1117/12.844044

KEYWORDS: Skin, Reflectivity, Independent component analysis, Principal component analysis, Absorbance, Dermatology, Visible radiation, Multispectral imaging, Data centers, Light sources and illumination

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