Abhilash Rakkunedeth Hareendranathan

IEEE Access, 2026

Intuitive Gradient Feedback: Continuous Ultrasound Scan Quality from Weak Expert Preferences for Probe Guidance.

[BibT_eX]

[DOI]

Adam McArthur

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Deep Learning-Based Accelerated Adaptive Beamforming for Enhanced Musculoskeletal Ultrasound Imaging.

[BibT_eX]

[DOI]

Midhila Madhusoodanan

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Retuve: Automated multi-modality analysis of hip dysplasia with open source AI.

[BibT_eX]

[DOI]

Softw. Impacts, 2025

Sam2Rad: A segmentation model for medical images with learnable prompts.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2025

Time-Contrastive Pretraining for In-Context Image and Video Segmentation.

[BibT_eX]

[DOI]

Assefa Seyoum Wahd

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Shoulder Rotator Cuff Tear Detection from Ultrasound Videos Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Application Of Vision-Language Models For Assessing Osteoarthritis Disease Severity.

[BibT_eX]

[DOI]

CoRR, 2024

Automated Detection of Shoulder Rotator Cuff Tendon Tears from Ultrasound Images by CNN-Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Application of Vision-Language Models for Assessing Osteoarthritis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

SimICL: A Simple Visual In-context Learning Framework for Ultrasound Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Semantic AutoSAM: Self-Prompting Segment Anything Model for Semantic Segmentation of Medical Images.

[BibT_eX]

[DOI]

Assefa Seyoum Wahd

Jessica Küpper

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Ultrasound for Automated Classification of Full-Thickness Rotator Cuff Tendon Tears using Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Self-supervised-RCNN for medical image segmentation with limited data annotation.

[BibT_eX]

[DOI]

Nils D. Forkert

Comput. Medical Imaging Graph., October, 2023

Unsupervised Multi-Latent Space RL Framework for Video Summarization in Ultrasound Imaging.

[BibT_eX]

[DOI]

Chandrasekharan Kesavadas

Greeta Mathews

IEEE J. Biomed. Health Informatics, 2023

Self-supervised TransUNet for Ultrasound regional segmentation of the distal radius in children.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised landmark detection and classification of lung infection using transporter neural networks.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2023

Self-Supervised Learning to More Efficiently Generate Segmentation Masks for Wrist Ultrasound.

[BibT_eX]

[DOI]

Manish Rangarajan Shankar

Proceedings of the Simplifying Medical Ultrasound - 4th International Workshop, 2023

Single Image based Super Resolution Ultrasound Imaging Using Residual Learning of Wavelet Features.

[BibT_eX]

[DOI]

Adithya Sineesh

P. Palanisamy

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation.

[BibT_eX]

[DOI]

CoRR, 2022

Improved-Mask R-CNN: Towards an accurate generic MSK MRI instance segmentation platform (data from the Osteoarthritis Initiative).

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2022

Domain-aware contrastive learning for ultrasound hip image analysis.

[BibT_eX]

[DOI]

Yuyue Zhou

Jessica Knight

Comput. Biol. Medicine, 2022

RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging.

[BibT_eX]

[DOI]

Kesavadas Chandrasekharan

Greeta Mathews

Proceedings of the Simplifying Medical Ultrasound - Third International Workshop, 2022

Weakly Supervised Medical Image Segmentation with Soft Labels and Noise Robust Loss.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Wrist Ultrasound Segmentation by Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

vid-SAMGRAH: A PyTorch framework for multi-latent space reinforcement learning driven video summarization in ultrasound imaging.

[BibT_eX]

[DOI]

Softw. Impacts, 2021

Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging.

[BibT_eX]

[DOI]

Abhilash Rakkunedeth

CoRR, 2021

Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging.

[BibT_eX]

[DOI]

CoRR, 2021

A New Semi-Automated Algorithm for Volumetric Segmentation of the Left Ventricle in Temporal 3D Echocardiography Sequences.

[BibT_eX]

[DOI]

Deepa Krishnaswamy

CoRR, 2021

Learning the Imaging Landmarks: Unsupervised Key point Detection in Lung Ultrasound Videos.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Specific Transporter Framework to Detect Fractures in Ultrasound.

[BibT_eX]

[DOI]

Jack Zhang

Naveenjyote Boora

CoRR, 2021

Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels.

[BibT_eX]

[DOI]

Jeevesh Kapur

Russell Greiner

CoRR, 2021

Thyroid Nodule Segmentation and Classification Using Deep Convolutional Neural Network and Rule-based Classifiers.

[BibT_eX]

[DOI]

Atefeh Shahroudnejad

Roberto Vega

Amir Forouzandeh

Sharanya Balachandran

Jeevesh Kapur

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Automatic Assessment Of Hip Effusion From MRI.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

MRI Knee Domain Translation for Unsupervised Segmentation By CycleGAN (data from Osteoarthritis initiative (OAI)).

[BibT_eX]

[DOI]

Gregor Kuntze

Janet Lenore Ronsky

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Integrating User-Input into Deep Convolutional Neural Networks for Thyroid Nodule Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Sample efficient learning of image-based diagnostic classifiers via probabilistic labels.

[BibT_eX]

[DOI]

Jeevesh Kapur

Russell Greiner

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future.

[BibT_eX]

[DOI]

Fatemeh Abdolali

Atefeh Shahroudnejad

CoRR, 2020

Automated thyroid nodule detection from ultrasound imaging using deep convolutional neural networks.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

2019

Right Ventricular Segmentation from MRI Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Hakimeh Purmehdi

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

A Semi-Automated Method for Measurement of Left Ventricular Volumes in 3D Echocardiography.

[BibT_eX]

[DOI]

Deepa Krishnaswamy

Tan Suwatanaviroj

Harald Becher

IEEE Access, 2018

Random Walker Framework for Sensor-Based Echocardiography Fusion.

[BibT_eX]

[DOI]

Pierre Boulanger

Harald Becher

IEEE Access, 2018

Multiview Three-Dimensional Echocardiography Image Fusion Using a Passive Measurement Arm.

[BibT_eX]

[DOI]

Andrew Whittle

Marina Choy

Pierre Boulanger

Harald Becher

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A Novel 4D Semi-Automated Algorithm for Volumetric Segmentation in Echocardiography.

[BibT_eX]

[DOI]

Deepa Krishnaswamy

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Semiautomatic classification of acetabular shape from three-dimensional ultrasound for diagnosis of infant hip dysplasia using geometric features.

[BibT_eX]

[DOI]

Dornoosh Zonoobi

Chad Diederichs

Int. J. Comput. Assist. Radiol. Surg., 2017

Toward automatic diagnosis of hip dysplasia from 2D ultrasound.

[BibT_eX]

[DOI]

Dornoosh Zonoobi

Dana Cobzas

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Toward automated classification of acetabular shape in ultrasound for diagnosis of DDH: Contour alpha angle and the rounding index.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2016

A technique for semiautomatic segmentation of echogenic structures in 3D ultrasound, applied to infant hip dysplasia.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2016

Multiview echocardiography fusion using an electromagnetic tracking system.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Patient movement compensation for 3D echocardiography fusion.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Hip segmentation from MRI volumes in infants for DDH diagnosis and treatment planning.

[BibT_eX]

[DOI]

Dornoosh Zonoobi

Chad Diederichs