IEEE Journal of Translational Engineering in Health and Medicine

Articles
Autoencoder-Inspired Convolutional Network-Based Super-Resolution Method in MRI
Seonyeong Park, H. Michael Gach, Siyong Kim, Suk Jin Lee, Yuichi Motai
Objective: To introduce an MRI in-plane resolution enhancement method that estimates High-Resolution (HR) MRIs from Low-Resolution (LR) MRIs. Method & Materials: Previous CNN-based MRI super-resolution methods cause loss of input image information due to the pooling layer. An Autoencoder-inspired Convolutional... Read more
Posted on 3 MAY 2021
Articles
Novel Technique for Noninvasive Detection of Localized Dynamic Brain Signals by Using Transcranial Static Magnetic Fields
Osamu Hiwaki
The techniques for noninvasive measurement of brain function such as electroencephalography (EEG), magnetoencephalography (MEG), functional magnetic resonance imaging (fMRI), and functional near-infrared spectroscopy (fNIRS) have been used in diagnosing brain conditions. However, the conventional techniques have critical limitations of spatial... Read more
Posted on 18 NOV 2020
Featured Articles
Position Paper on Computational Cardiology
Lambros Athanasiou, Farhad Rikhtegar Nezami, Elazer R. Edelman
   Computational cardiology is the scientific field devoted to the development of methodologies that enhance our mechanistic understanding, diagnosis and treatment of cardiovascular disease. In this regard, the field embraces the extraordinary pace of discovery in imaging, computational modeling and cardiovascular... Read more
Posted on 28 DEC 2018
Articles, Published Articles
Optimize Transfer Learning for Lung Diseases in Bronchoscopy Using a New Concept: Sequential Fine-Tuning
Tao Tan, Zhang Li, Haixia Liu, Farhad G. Zanjani, Quchang Ouyang, Yuling Tang, Zheyu Hu, Qiang Li
        Bronchoscopy inspection, as a follow-up procedure next to the radiological imaging, plays a key role in the diagnosis and treatment design for lung disease patients. When performing bronchoscopy, doctors have to make a decision immediately whether to perform a biopsy.... Read more
Posted on 10 SEP 2018
Featured Articles
A New Adaptive Gamma Correction Based Algorithm Using DWT-SVD for Non-Contrast CT Image Enhancement
Fathi Kallel, Ahmed Ben Hamida
The performances of medical image processing techniques, in particular CT scans, are usually affected by poor contrast quality introduced by some medical imaging devices. This suggests the use of contrast enhancement methods as a solution to adjust the intensity distribution... Read more
Posted on 30 JAN 2018