Demo Data from EDBT 2026 / reviewers in the wild / expert
Hyun Jae Kang 0002
dblp:23/9219-2 · also Hyun-Jae Kang 0002, Hyunjae Kang 0002
· DBLP profile ↗
3ranked-venue papers
1as first author
0since 2021 · last 2016
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Applied, interdisciplinary, general and emerging computing · 2 · 1 first-authorArtificial intelligence and machine learning · 1Systems, architecture and hardware · 1Graphics, computer vision, multimedia, augmented reality and games · 1
Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.
| Interdisciplinary, comprehensive, and emerging computing
1 paper |
Medical and health informatics · 100% |
Topics — the 3 heaviest of 3, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Medical and health informatics
surgical navigation |
0.2 | 1 | 2015 | Photoacoustic image guidance for robot-assisted skull base surgery · ICRA 2015 |
Medical and health informatics
medical imaging |
0.1 | 1 | 2015 | Photoacoustic image guidance for robot-assisted skull base surgery · ICRA 2015 |
Medical and health informatics › medical imaging
photoacoustic imaging |
0.1 | 1 | 2015 | Photoacoustic image guidance for robot-assisted skull base surgery · ICRA 2015 |
Methods — techniques the papers use, named apart from their topics
ultrasound tracking · 0.2preoperative image registration · 0.2photoacoustic imaging · 0.2
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2016 | Spatial Angular Compounding of Photoacoustic ImagesabstractPhotoacoustic (PA) images utilize pulsed lasers and ultrasound transducers to visualize targets with higher optical absorption than the surrounding medium. However, they are susceptible to acoustic clutter and background noise artifacts that obfuscate biomedical structures of interest. We investigated three spatial-angular compounding methods to improve PA image quality for biomedical applications, implemented by combining multiple images acquired as an ultrasound probe was rotated about the elevational axis with the laser beam and target fixed. Compounding with conventional averaging was based on the pose information of each PA image, while compounding with weighted and selective averaging utilized both the pose and image content information. Weighted-average compounding enhanced PA images with the least distortion of signal size, particularly when there were large (i.e., 2.5 mm and 7 (°)) perturbations from the initial probe position. Selective-average compounding offered the best improvement in image quality with up 181, 1665, and 1568 times higher contrast, CNR, and SNR, respectively, compared to the mean values of individual PA images. The three presented spatial compounding methods have promising potential to enhance image quality in multiple photoacoustic applications. Hyun Jae Kang 0002, Muyinatu A. Lediju Bell, Emad Boctor |
IEEE Trans. Medical Imaging | 1 |
| 2015 | Photoacoustic image guidance for robot-assisted skull base surgeryabstractWe are investigating the use of photoacoustic (PA) imaging to detect critical structures, such as the carotid artery, that may be located behind the bone being drilled during robot-assisted endonasal transsphenoidal surgery. In this system, the laser is mounted on the drill (via an optical fiber) and the 2D ultrasound (US) probe is placed elsewhere on the skull. Both the drill and the US probe are tracked relative to the patient reference frame. PA imaging provides two advantages compared to conventional B-mode US: (1) the laser penetrates thin layers of bone, and (2) the PA image displays targets that are in the laser path. Thus, the laser can be used to (non-invasively) extend the drill axis, thereby enabling reliable detection of critical structures that may reside in the drill path. This setup creates a challenging alignment problem, however, because the US probe must be placed so that its image plane intersects the laser line in the neighborhood of the target anatomy (as estimated from preoperative images). This paper reports on a navigation system developed to assist with this task, and the results of phantom experiments that demonstrate that a critical structure can be detected with an accuracy of approximately 1 mm relative to the drill tip. Sungmin Kim, Hyun Jae Kang 0002, Alexis Cheng, Muyinatu A. Lediju Bell, Emad Boctor, Peter Kazanzides |
ICRA | 2 |
| 2014 | Active Echo: A New Paradigm for Ultrasound Calibration
Alexis Cheng, Haichong K. Zhang, Hyun Jae Kang 0002, Ralph Etienne-Cummings, Emad Boctor |
MICCAI (2) | 4 |