Real-Time Rendering of Temporal Volumetric Data on a GPU. - Biao She; Pierre Boulanger; Michelle Noga (IV, 2011)

Cardiac right ventricular segmentation via point correspondence. - Kumaradevan Punithakumar; Michelle Noga; Pierre Boulanger (EMBC, 2013)

Detecting left ventricular impaired relaxation using MR imaging. - Kumaradevan Punithakumar; Michelle Noga; Pierre Boulanger; Ismail Ben Ayed; Mariam Afshin; Aashish Goela; Ali Islam; Shuo Li 001 (BHI, 2014)

Cardiac ultrasound multiview fusion using a multicamera tracking system. - Kumaradevan Punithakumar; Peter W. Wood; Marina Biamonte; Michelle Noga; Pierre Boulanger; Harald Becher (BHI, 2014)

A GPU accelerated moving mesh correspondence algorithm with applications to RV segmentation. - Kumaradevan Punithakumar; Michelle Noga; Pierre Boulanger (EMBC, 2015)

Right ventricular segmentation in cardiac MRI with moving mesh correspondences. - Kumaradevan Punithakumar; Michelle Noga; Ismail Ben Ayed; Pierre Boulanger (Comput. Medical Imaging Graph., 2015)

Hip segmentation from MRI volumes in infants for DDH diagnosis and treatment planning. - Abhilash Rakkunedeth Hareendranathan; Dornoosh Zonoobi; Myles Mabee; Chad Diederichs; Kumaradevan Punithakumar; Michelle Noga; Jacob L. Jaremko (EMBC, 2016)

Patient movement compensation for 3D echocardiography fusion. - Abhilash Rakkunedeth Hareendranathan; Michelle Hanbidge; Allen He; Michelle Noga; Pierre Boulanger; Harald Becher; Kumaradevan Punithakumar (EMBC, 2016)

Multiview echocardiography fusion using an electromagnetic tracking system. - Kumaradevan Punithakumar; Abhilash Rakkunedeth Hareendranathan; Riitta Paakkanen; Nehan Khan; Michelle Noga; Pierre Boulanger; Harald Becher (EMBC, 2016)

A technique for semiautomatic segmentation of echogenic structures in 3D ultrasound, applied to infant hip dysplasia. - Abhilash Rakkunedeth Hareendranathan; Myles Mabee; Kumaradevan Punithakumar; Michelle Noga; Jacob L. Jaremko (Int. J. Comput. Assist. Radiol. Surg., 2016)

Toward automated classification of acetabular shape in ultrasound for diagnosis of DDH: Contour alpha angle and the rounding index. - Abhilash Rakkunedeth Hareendranathan; Myles Mabee; Kumaradevan Punithakumar; Michelle Noga; Jacob L. Jaremko (Comput. Methods Programs Biomed., 2016)

Detecting left ventricular impaired relaxation in cardiac MRI using moving mesh correspondences. - Kumaradevan Punithakumar; Ismail Ben Ayed; Mariam Afshin; Aashish Goela; Ali Islam; Shuo Li 001; Pierre Boulanger; Harald Becher; Michelle Noga (Comput. Methods Programs Biomed., 2016)

Toward automatic diagnosis of hip dysplasia from 2D ultrasound. - Abhilash Rakkunedeth Hareendranathan; Dornoosh Zonoobi; Myles Mabee; Dana Cobzas; Kumaradevan Punithakumar; Michelle Noga; Jacob L. Jaremko (ISBI, 2017)

A GPU-Accelerated Deformable Image Registration Algorithm With Applications to Right Ventricular Segmentation. - Kumaradevan Punithakumar; Pierre Boulanger; Michelle Noga (IEEE Access, 2017)

Semiautomatic classification of acetabular shape from three-dimensional ultrasound for diagnosis of infant hip dysplasia using geometric features. - Abhilash Rakkunedeth Hareendranathan; Dornoosh Zonoobi; Myles Mabee; Chad Diederichs; Kumaradevan Punithakumar; Michelle Noga; Jacob L. Jaremko (Int. J. Comput. Assist. Radiol. Surg., 2017)

Fully Automated Left Atrial Segmentation from MR Image Sequences Using Deep Convolutional Neural Network and Unscented Kalman Filter. - Xiaoran Zhang; David Glynn Martin; Michelle Noga; Kumaradevan Punithakumar (BIBM, 2018)

A Novel 4D Semi-Automated Algorithm for Volumetric Segmentation in Echocardiography. - Deepa Krishnaswamy; Abhilash Rakkunedeth Hareendranathan; Tan Suwatanaviroj; Pierre Boulanger; Harald Becher; Michelle Noga; Kumaradevan Punithakumar (EMBC, 2018)

Multiview Three-Dimensional Echocardiography Image Fusion Using a Passive Measurement Arm. - Kumaradevan Punithakumar; Andrew Whittle; Marina Choy; Abhilash Rakkunedeth Hareendranathan; Michelle Noga; Pierre Boulanger; Harald Becher (EMBC, 2018)

A Fully Convolutional Deep Neural Network for Lung Tumor Boundary Tracking in MRI. - Nazanin Tahmasebi; Pierre Boulanger; Michelle Noga; Kumaradevan Punithakumar (EMBC, 2018)

Random Walker Framework for Sensor-Based Echocardiography Fusion. - Abhilash Rakkunedeth Hareendranathan; Michelle Noga; Pierre Boulanger; Harald Becher; Kumaradevan Punithakumar (IEEE Access, 2018)

A Semi-Automated Method for Measurement of Left Ventricular Volumes in 3D Echocardiography. - Deepa Krishnaswamy; Abhilash Rakkunedeth Hareendranathan; Tan Suwatanaviroj; Harald Becher; Michelle Noga; Kumaradevan Punithakumar (IEEE Access, 2018)

Fully Automated Segmentation of Alveolar Bone Using Deep Convolutional Neural Networks from Intraoral Ultrasound Images. - Dat Q. Duong; Kim-Cuong T. Nguyen; Neelambar R. Kaipatur; Edmond H. M. Lou; Michelle Noga; Paul W. Major; Kumaradevan Punithakumar; Lawrence H. Le (EMBC, 2019)

Right Ventricular Segmentation from MRI Using Deep Convolutional Neural Networks. - Hakimeh Purmehdi; Abhilash Rakkunedeth Hareendranathan; Michelle Noga; Kumaradevan Punithakumar (EMBC, 2019)

An idealized geometry that mimics average nasal spray deposition in adults: A computational study. - Milad Kiaee; Herbert Wachtel; Michelle L. Noga; Andrew R. Martin; Warren H. Finlay (Comput. Biol. Medicine, 2019)

Validation of Diffeomorphic Registration on Cine Cardiac MR via Direct Frame-to-Frame Comparison with HARP Tracking on Tagged MR. - Ahmed Ahmed; Deepa Krishnaswamy; Kumaradevan Punithakumar; Michelle Noga (EMBC, 2020)

Validation of a diffeomorphic registration algorithm using true deformation computed from thin plate spline interpolation. - Deepa Krishnaswamy; Michelle Noga; Kumaradevan Punithakumar (EMBC, 2020)

Automated Left Atrial Segmentation from Magnetic Resonance Image Sequences Using Deep Convolutional Neural Network with Autoencoder. - Shrimanti Ghosh; Nilanjan Ray; Pierre Boulanger; Kumaradevan Punithakumar; Michelle Noga (ISBI, 2020)

Machine Learning and Graph Based Approach to Automatic Right Atrial Segmentation from Magnetic Resonance Imaging. - Matthew Regehr; Andrew Volk; Michelle Noga; Kumaradevan Punithakumar (ISBI, 2020)

A Deep Convolutional Neural Network Approach for the Segmentation of Cardiac Structures from MRI Sequences. - Adam Carscadden; Michelle Noga; Kumaradevan Punithakumar (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Fully Automated Deep Learning Based Segmentation of Normal, Infarcted and Edema Regions from Multiple Cardiac MRI Sequences. - Xiaoran Zhang; Michelle Noga; Kumaradevan Punithakumar (MyoPS@MICCAI, 2020)

Automated thyroid nodule detection from ultrasound imaging using deep convolutional neural networks. - Fatemeh Abdolali; Jeevesh Kapur; Jacob L. Jaremko; Michelle Noga; Abhilash Rakkunedeth Hareendranathan; Kumaradevan Punithakumar (Comput. Biol. Medicine, 2020)

A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future. - Fatemeh Abdolali; Atefeh Shahroudnejad; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko; Michelle Noga; Kumaradevan Punithakumar (CoRR, 2020)

ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. - Jirí Borovec; Jan Kybic; Ignacio Arganda-Carreras; Dmitry V. Sorokin; Gloria Bueno; Alexander V. Khvostikov; Spyridon Bakas; Eric I-Chao Chang; Stefan Heldmann; Kimmo Kartasalo; Leena Latonen; Johannes Lotz 002; et al. (IEEE Trans. Medical Imaging, 2020)

Thyroid Nodule Segmentation and Classification Using Deep Convolutional Neural Network and Rule-based Classifiers. - Atefeh Shahroudnejad; Roberto Vega; Amir Forouzandeh; Sharanya Balachandran; Jacob L. Jaremko; Michelle Noga; Abhilash Rakkunedeth Hareendranathan; Jeevesh Kapur; Kumaradevan Punithakumar (EMBC, 2021)

TUN-Det: A Novel Network for Thyroid Ultrasound Nodule Detection. - Atefeh Shahroudnejad; Xuebin Qin; Sharanya Balachandran; Masood Dehghan; Dornoosh Zonoobi; Jacob L. Jaremko; Jeevesh Kapur; Martin Jägersand; Michelle Noga; Kumaradevan Punithakumar (MICCAI (1), 2021)

Automated Segmentation of the Right Ventricle from Magnetic Resonance Imaging Using Deep Convolutional Neural Networks. - Kumaradevan Punithakumar; Adam Carscadden; Michelle Noga (STACOM@MICCAI, 2021)

A New Semi-Automated Algorithm for Volumetric Segmentation of the Left Ventricle in Temporal 3D Echocardiography Sequences. - Deepa Krishnaswamy; Abhilash Rakkunedeth Hareendranathan; Tan Suwatanaviroj; Pierre Boulanger; Harald Becher; Michelle Noga; Kumaradevan Punithakumar (CoRR, 2021)

Fully automated left atrium segmentation from anatomical cine long-axis MRI sequences using deep convolutional neural network with unscented Kalman filter. - Xiaoran Zhang; Michelle Noga; David Glynn Martin; Kumaradevan Punithakumar (Medical Image Anal., 2021)

Deep Learning Based Parametrization of Diffeomorphic Image Registration for the Application of Cardiac Image Segmentation. - Ameneh Sheikhjafari; Deepa Krishnaswamy; Michelle Noga; Nilanjan Ray; Kumaradevan Punithakumar (BIBM, 2022)

Automated Segmentation of the Left Atrium and Scar Using Deep Convolutional Neural Networks. - Kumaradevan Punithakumar; Michelle Noga (LAScarQS@MICCAI, 2022)

Deep Learning Based Classification and Segmentation for Cardiac Magnetic Resonance Imaging with Respiratory Motion Artifacts. - Alejandro Mora-Rubio; Michelle Noga; Kumaradevan Punithakumar (STACOM@MICCAI, 2022)

A training-free recursive multiresolution framework for diffeomorphic deformable image registration. - Ameneh Sheikhjafari; Michelle Noga; Kumaradevan Punithakumar; Nilanjan Ray (Appl. Intell., 2022)

Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field. - Ameneh Sheikhjafari; Deepa Krishnaswamy; Michelle Noga; Nilanjan Ray; Kumaradevan Punithakumar (CoRR, 2022)

Image Registration for Multi-View Three-Dimensional Echocardiography Sequences. - Srivathsan Shanmuganathan; Michelle Noga; Bernadette Foster; Harald Becher; Kumaradevan Punithakumar (BIBE, 2023)

Integration of Robotic Technology for Combining Multiple Views in Three-Dimensional Echocardiography. - Kumaradevan Punithakumar; Michelle Noga; Pierre Boulanger; Harald Becher (ICAC, 2023)

A Novel 3D-to-3D Diffeomorphic Registration Algorithm With Applications to Left Ventricle Segmentation in MR and Ultrasound Sequences. - Deepa Krishnaswamy; Michelle Noga; Harald Becher; Pierre Boulanger; Kumaradevan Punithakumar (IEEE Access, 2023)

GMCNet: A Generative Multi-Resolution Framework for Cardiac Registration. - Ameneh Sheikhjafari; Michelle Noga; Ahmed Ahmed; Nilanjan Ray; Kumaradevan Punithakumar (IEEE Access, 2023)

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. - Carlos Martín-Isla; Víctor M. Campello; Cristian Izquierdo; Kaisar Kushibar; Carla Sendra-Balcells; Polyxeni Gkontra; Alireza Sojoudi; Mitchell J. Fulton; Tewodros Weldebirhan Arega; Kumaradevan Punithakumar; Lei Li 020; Xiaowu Sun; et al. (IEEE J. Biomed. Health Informatics, 2023)

Pediatric patient-specific three-dimensional virtual models for surgical decision making in resection of hepatic and retroperitoneal tumors. - Jonathan Hampshire; Bryan J. Dicken; Thanuja Uruththirakodeeswaran; Kumaradevan Punithakumar; Michelle Noga (Int. J. Comput. Assist. Radiol. Surg., 2023)

Denoising Echocardiography with an Improved Diffusion Model. - Anparasy Sivaanpu; Michelle Noga; Harald Becher; Kumaradevan Punithakumar; Lawrence H. Le (EMBC, 2024)

Force Controlled Operation of Robotic Arm for Echocardiography Scanning. - Kumaradevan Punithakumar; Ahmed Ahmed; Pierre Boulanger; Jonathan Windram; Michelle Noga; Harald Becher (RobCE, 2024)

High-Resolution Stereoscopic Visualization of Pediatric Echocardiography Data on Microsoft HoloLens 2. - Meruja Selvamanikkam; Michelle Noga; Nee Scze Khoo; Kumaradevan Punithakumar (IEEE Access, 2024)

Two-Step Rigid and Non-Rigid Image Registration for the Alignment of Three-Dimensional Echocardiography Sequences From Multiple Views. - Srivathsan Shanmuganathan; Michelle Noga; Pierre Boulanger; Bernadette Foster; Harald Becher; Kumaradevan Punithakumar (IEEE Access, 2024)

Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network. - Anparasy Sivaanpu; Kumaradevan Punithakumar; Rui Zheng; Michelle Noga; Dean Ta; Edmond H. M. Lou; Lawrence H. Le (IEEE Access, 2024)

3D-3D Rigid Registration of Echocardiographic Images With Significant Overlap Using Particle Filter. - Thanuja Uruththirakodeeswaran; Michelle Noga; Lawrence H. Le; Pierre Boulanger; Harald Becher; Kumaradevan Punithakumar (IEEE Access, 2024)

Glasses-Free Holographic Visualization of Pediatric Computed Tomography DICOM Data on Looking Glass 16" OLED. - Qianyu Xie; Michelle Noga; Kumaradevan Punithakumar (CBMS, 2025)

Adaptive Collaborative Learning Polyp Segmentation Framework Based on Contour-Driven Parallel Attention Network. - Jingwen Cong; Kumaradevan Punithakumar; Lixin Tang; Michelle Noga (ISBI, 2025)

A Survey of Autonomous Robotic Ultrasound Scanning Systems. - Khushboo Munir; Abdullah F. Al-Battal; Ammar Alsheghri; Harald Becher; Michelle Noga; Kumaradevan Punithakumar (IEEE Access, 2025)

Accelerated 3D-3D rigid registration of echocardiographic images obtained from apical window using particle filter. - Thanuja Uruththirakodeeswaran; Harald Becher; Michelle Noga; Lawrence H. Le; Pierre Boulanger; Jonathan Windram; Kumaradevan Punithakumar (CoRR, 2025)