Conferences || SCMIA

Conference Proceeding Publication

2024

Analysis of disentangled representation learning for high-resolution dynamic MRI synthesis

Authors: Claire Scavinner-Dorval, Rodolphe Bailly, Bhushan Borotikar, Sylvain Brochard, Douraied Ben Salem, François Rousseau

Conference Name: Medical Imaging 2024: Image Processing I Volume -12926 I Publication Date: 02/04/2024

https://doi.org/10.1117/12.3006829

2023

Cortical Thickness and Volume Alterations as Biomarkers for Cognitive Impairment and Alzheimer's: Insights from MRI Analysis

Authors: Venkateswarlu Gonuguntla, Bheemaiah Chikondra, Jae-Hun Kim

Conference Name: Society for Neuroscience, Neuroscience 2023 I Volume -2023 I Page No- PSTR198.22/Q5 I Issue- Alzheimer's Disease: Biomarkers and Risk I Publication Date: 2023

https://www.sfn.org/-/media/SfN/Documents/NEW-SfN/Meetings/Neuroscience-2023/Abstracts/Abstract-PDFs/SFN23_Abstracts-PDF-Posters_MON_AM.pdf

Automatic multi-structure pediatric knee bone segmentation using optimal multi-level Otsu thresholding to tackle intensity homogeneity in bone structures

Authors: Nandhini K, Guess T, Duren D, Pacicca D, Mutsvangwa T E, Borotikar B

Conference Name: 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) I Publication Date: 24/07/2023

10.1109/EMBC40787.2023.10340829

Morphological Analysis of Ankle Shorts Bones of Children with Cerebral Palsy, A Comparative Study

Authors: Yue Cheng, Rodolphe Baillyb, Bhushan Borotikarc, Claire Scavinner-Dorvala, Benjamin Fouqueta, Sylvain Brochardd, Douraied Ben Salemd, and Francois Rousseaua.

Conference Name: SPIE Medical Imaging 2023 I Publication Date: 03/04/2023

https://doi.org/10.1117/12.2654006

2022

Cross-Modality Image Adaptation Based on Volumetric Intensity Gaussian Process Models (VIGPM)

Authors: Nicolas H. Nbonsou Tegang, Bhushan Borotikar, Jean-Rassaire Fouefack, Valérie Burdin, Tinashe E. M. Mutsvangwa

Conference Name: 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) I Publication Date: 09/09/2022

https://DOI: 10.1109/EMBC48229.2022.9871882

Multiswitch Fault-detection for VSI fed Multiphase Motor Drive Based on Machine Learning

Author: Bheemaiah Chikondra, Venkateswarlu Gonuguntla, Omar Al Zaabi, Ranjan Kumar Behera, Kalyana C Veluvolu

Conference: 2022 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES) I Publication Date: 17/12/2022

https://ieeexplore.ieee.org/document/10080697

T1 posterior fossa radiomics based diagnosis of Essential tremor

Author: Jitendra Saini, Sweta Prasad, Archith Rajan, Pramod Kumar Pal, Madhura Ingalhalikar

ABSTRACT -2022 International Congress Meeting (International Parkinson and movement disorder society)

Characterization of neuromelanin MRI as a potential Parkinson's Disease biomarker in a multi-site longitudinal study

Author: M. Ingalhalikar, H. Pham, L. Bracoud, RM. Hutchison, K. Evans, T. Dam, M. Sampat, J. Schaerer, C. Conklin, J. Suhy, D. Scott (San Mateo, USA)

ABSTRACT -2022 International Congress Meeting (International Parkinson and movement disorder society)

2021

Multi-task, multi-domain deep segmentation with shared representations and contrastive regularization for sparse pediatric datasets

Authors: Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar

Conference: International Conference on Medical Image Computing and Computer-Assisted Intervention I Publication date: 2021/9/27

https://doi.org/10.1007/978-3-030-87193-2_23

Multi-structure deep segmentation with shape priors and latent adversarial regularization

Authors: Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, P-H Conze

Conference: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) I Publication date: 2021/4/13

https://ieeexplore.ieee.org/abstract/document/9434104

2020

A Gaussian process model based generative framework for data augmentation of multi-modal 3d image volumes

Authors: Nicolas H Nbonsou Tegang, Jean-Rassaire Fouefack, Bhushan Borotikar, Valérie Burdin, Tania S Douglas, Tinashe EM Mutsvangwa

Conference: International Workshop on Simulation and Synthesis in Medical Imaging SASHIMI 2020 I Publication Date: 23/10/2020

Conference: https://doi.org/10.1007/978-3-030-59520-3_10

On Validating Multimodal MRI Based Stratification of IDH Genotype in High Grade Gliomas Using CNNs and Its Comparison to Radiomics

Author: T Chougule, S Shinde, V Santosh, J Saini, M Ingalhalikar

Conference: Radiomics and Radiogenomics Workshop at MICCAI 2019 I Publication Date: 25/02/2020

https://doi.org/10.1007/978-3-030-40124-5

Open-Set Recognition for Skin Lesions Using Dermoscopic Images

Author: P Budhwant, S Shinde, M Ingalhalikar

Conference: International Workshop on Machine Learning in Medical Imaging I Publication Date: 29/09/2020

https://doi.org/10.1007/978-3-030-59861-7_62

Local Binary and Ternary Patterns Based Quantitative Texture Analysis for Assessment of IDH Genotype in Gliomas on Multi-modal MRI

Author: S Gore, T Chougule, J Saini, M Ingalhalikar, J Jagtap

Conference: Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro I Publication Date: 31/12/2020

https://doi.org/10.1007/978-3-030-66843-3_23

2019

HR-CAM: Precise Localization of Pathology Using Multi-Level Learning in CNNs

Author: Sumeet Shinde, Tanay Chougule, Jitender Saini, Madhura Ingalhalikar

Conference: MICCAI 2019 I Publication Date: 13/10/2019 …

https://link.springer.com/chapter/10.1007/978-3-030-32251-9_33#citeas

Predictive and discriminative localization of IDH genotype in high grade gliomas using deep convolutional neural nets

Author: A Ahmad, S Sarkar, A Shah, S Gore, V Santosh, J Saini, M Ingalhalikar

Conference: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) I Publication Date: 11/07/2019 …

https://ieeexplore.ieee.org/abstract/document/8759313

Micro structural Changes in Substantia Nigra are associated with Severity of Parkinson's Disease

Author: Apoorva Safai, S. Rane, S. Prasad, J. Saini, P. Pal, Madhura Ingalhalikar

ABSTRACT -2019 International Congress Meeting (International Parkinson and movement disorder society) …

Visual subnetwork dysfunction in Parkinson's patients with primary visual hallucinations

Author: S. Rane, A. Lenka, S. Prasad, J. Saini, Madhura Ingalhalikar, P. Pal

ABSTRACT -2019 International Congress Meeting (International Parkinson and movement disorder society) …

Aberrant structural connectivity of the executive network in Progressive Supranuclear Palsy

Author: S. Prasad, A. Rajan, S. Mangalore, J. Saini, Madhura Ingalhalikar, P. Pal

ABSTRACT -2019 International Congress Meeting (International Parkinson and movement disorder society) …

2018

Patients with Parkinson's disease and psychosis have altered structural connectivity of the executive and visual networks

Author: P. Pal, A. Lenka, Madhura Ingalhalikar, A. Shah, J. Saini, S. Arumugham, S. Hegde, L. Georg, R. Yadav

ABSTRACT -2018 International Congress Meeting (International Parkinson and movement disorder society) …

In vivo MRI signatures of hippocampal subfield pathology in patients with Parkinson's disease and psychosis

Author: A. Lenka, Madhura Ingalhalikar, A. Shah, J. Saini, S. Hegde, A. Shyam Sundar, R. Yadav, P. Pal

ABSTRACT -2018 International Congress Meeting (International Parkinson and movement disorder society) …