Sharmila Majumdar

According to our database1, Sharmila Majumdar authored at least 34 papers between 1998 and 2024.

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Bibliography

2024
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities.
CoRR, 2024

2023
Utilizing a Digital Swarm Intelligence Platform to Improve Consensus Among Radiologists and Exploring Its Applications.
J. Digit. Imaging, April, 2023

Technical Note: Feasibility of translating 3.0T-trained Deep-Learning Segmentation Models Out-of-the-Box on Low-Field MRI 0.55T Knee-MRI of Healthy Controls.
CoRR, 2023

Clinical validation of rapid GPU-enabled DTI tractography of the brain.
Proceedings of the High Performance Computing for Imaging 2023, 2023

2022
Surface spherical encoding and contrastive learning for virtual bone shape aging.
Medical Image Anal., 2022

2021
Leveraging wisdom of the crowds to improve consensus among radiologists by real time, blinded collaborations on a digital swarm platform.
CoRR, 2021

2020
The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset.
CoRR, 2020

Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning.
CoRR, 2020

Deep learning predicts total knee replacement from magnetic resonance images.
CoRR, 2020

Addressing The False Negative Problem of Deep Learning MRI Reconstruction Models by Adversarial Attacks and Robust Training.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019
Applying Densely Connected Convolutional Neural Networks for Staging Osteoarthritis Severity from Plain Radiographs.
J. Digit. Imaging, 2019

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
CoRR, 2019

Distance Map Loss Penalty Term for Semantic Segmentation.
CoRR, 2019

Adversarial Policy Gradient for Deep Learning Image Augmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2014
Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression.
J. Electronic Imaging, 2014

2012
Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

2010
7T Human Spine Imaging Arrays With Adjustable Inductive Decoupling.
IEEE Trans. Biomed. Eng., 2010

2008
Inter-subject comparison of MRI knee cartilage thickness.
Medical Image Anal., 2008

Studying the effect of noise on the performance of 2D and 3D texture measures for quantifying the trabecular bone structure as obtained with high resolution MR imaging at 3 tesla.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Three-dimensional image registration of MR proximal femur images for the analysis of trabecular bone parameters.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

2007
Analyzing µCT images of bone specimen with wavelets and scaling indices: Which texture measure does better to depict the trabecular bone structure?
Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006
Characterization of high resolution MR images reconstructed by a GRAPPA based parallel technique.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Partially Parallel MR Spectroscopic Imaging of Gliomas at 3T.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Partially-parallel, susceptibility-weighted MR imaging of brain vasculature at 7 Tesla using sensitivity encoding and an autocalibrating parallel technique.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Fast magnetic resonance spectroscopic imaging at 3 Tesla using autocalibrating parallel technique.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2004
Normalized cuts in 3-D for spinal MRI segmentation.
IEEE Trans. Medical Imaging, 2004

Application of a fuzzy inference system to the quantification of 3D magnetic resonance imaging of breast tissue.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Application of the Minkowski functionals in 3D to high-resolution MR images of trabecular bone: prediction of the biomechanical strength by nonlinear topological measures.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Nicht-lineare Texturmaße basierend auf den Minkowski-Funktionalen in 3D: Vorhersage der Bruchlast trabekulärer Knochenpräparate durch Strukturanalyse hochauflösender MR-Aufnahmen.
Proceedings of the Bildverarbeitung für die Medizin 2004, Algorithmen - Systeme, 2004

2003
Scaling index method: a novel nonlinear technique for the analysis of high-resolution MRI of human bones.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

Application of the standard Hough-transform to high resolution MRI of human trabecular bone to predict mechanical strength.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

2001
Fractal Analysis of Bone X-Ray Tomographic Microscopy Projections.
IEEE Trans. Medical Imaging, 2001

1998
Texture analysis of hand radiographs to assess bone structure.
Proceedings of the Medical Imaging 1998: Image Processing, 1998


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