Medical diagnostic imaging

Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management

Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
In the evolving field of medical imaging and machine learning (ML), this paper introduces a novel framework for evaluating synthetic pulmonary imaging aiming to assess synthetic data quality and applicability.… read more

Guest Editorial Introduction to the Special Section on Weakly-Supervised Deep Learning and Its Applications

Guest Editorial Introduction to the Special Section on Weakly-Supervised Deep Learning and Its Applications 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Researchers in biomedical engineering are increasingly turning to weakly-supervised deep learning (WSDL) techniques [1] to tackle challenges in biomedical data analysis, which often involves noisy, limited, or imprecise expert annotations… read more

A Review on Recent Advancements of Biomedical Radar for Clinical Applications

A Review on Recent Advancements of Biomedical Radar for Clinical Applications 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
The field of biomedical radar has witnessed significant advancements in recent years, paving the way for innovative and transformative applications in clinical settings. Most medical instruments invented to measure human… read more

BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation

BucketAugment: Reinforced Domain Generalisation in Abdominal CT Segmentation 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: In recent years, deep neural networks have consistently outperformed previously proposed methods in the domain of medical segmentation. However, due to their nature, these networks often struggle to delineate… read more

Lymphocyte-Infiltrated Periportal Region Detection With Structurally-Refined Deep Portal Segmentation and Heterogeneous Infiltration Features

Lymphocyte-Infiltrated Periportal Region Detection With Structurally-Refined Deep Portal Segmentation and Heterogeneous Infiltration Features 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: The early diagnosis and treatment of hepatitis is essential to reduce hepatitis-related liver function deterioration and mortality. One component of the widely-used Ishak grading system for the grading of… read more

Predicting Clinician Fixations on Glaucoma OCT Reports via CNN-Based Saliency Prediction Methods

Predicting Clinician Fixations on Glaucoma OCT Reports via CNN-Based Saliency Prediction Methods 150 150 IEEE Open Journal of Engineering in Medicine and Biology (OJEMB)
Goal: To predict physician fixations specifically on ophthalmology optical coherence tomography (OCT) reports from eye tracking data using CNN based saliency prediction methods in order to aid in the education… read more