Seok‐Bum Ko - Publications, H-index & Citations

Seok‐Bum Ko

university of saskatchewan

29H指数

246论文数

3.6K被引数

收录论文 48

发表时间

LYRA: Low-Frequency Rank Adaptation via Factored DCT Coefficients for Parameter Efficient Fine Tuning of Transformers LYRA：基于分解DCT系数的低频秩自适应方法，用于Transformer模型的参数高效微调

IEEE Signal Processing Letters

IF3.9

2026-07-17

PREAI

Sayed Muhsin; Seok-Bum Ko

LightIDS: a lightweight neural network-based intrusion detection system LightIDS：一种轻量级基于神经网络的入侵检测系统

The Journal of Supercomputing

IF0

2025-12-23

PREAI

Ebrahim Fard; Mahdi Soltani; Amir Hossein Jahangir; Seokbum Ko

FFT-based deep learning for efficient combustion instability prediction: A comparative study of time and frequency-domain approaches 基于FFT的深度学习用于高效燃烧不稳定预测：时域和频域方法比较研究

International Journal of Hydrogen Energy

IF8.3

2025-11-22

OAAI

Stephany Valarezo-Plaza; Andres Erazo; Muhammad Hamis Haider; Jinhyun Bae; Pervez Canteenwalla; Sean Yun; SeokBum Ko

A Novel Vision Transformer + InceptionV3 Hybrid Network for Accurate Diagnosis of Ankylosing Spondylitis from Computed Tomography Scans 一种用于从计算机断层扫描图像中准确诊断强直性脊柱炎的新型视觉转换器+InceptionV3混合网络

Machine Intelligence Research

IF8.7

2025-10-29

PREAI

Riel Castro-Zunti; Eun Hae Park; Amol Satsangi; Younhee Choi; Gong Yong Jin; Hee Suk Chae; Seok-Bum Ko

DECTGoutSys: Reducing False Positive Gout Diagnoses via a Machine Vision Pipeline for Crystal Tophi Identification+Classification in Dual-Energy Computed Tomography (DECT)DECTGoutSys：通过机器视觉流水线在双能量计算机断层扫描（DECT）中识别+分类晶体痛风石以减少假阳性痛风诊断

Journal of Imaging Informatics in Medicine

IF0

2025-10-07

PREAI

Riel Castro-Zunti; Yunjung Choi; Younhee Choi; Hee Suk Chae; Gong Yong Jin; Eun Hae Park; Seok-bum Ko

EEG-based biometric authentication: advancing security through motor imagery and deep learning 基于EEG的生物特征认证：通过运动想象和深度学习提升安全性

SIGNAL IMAGE AND VIDEO PROCESSING

IF2.1

2025-10-03

PREAI

Mostafavi, Mohammadreza; Ayatollahi, Ahmad; Rajagopal, Sivakumar; Ko, Seok-Bum

Enhancing diagnosis of gout with deep learning in dual-energy computed tomography: a retrospective analysis of crystal and artefact differentiation 利用深度学习在双能量计算机断层扫描中提升痛风诊断：晶体与伪影鉴别的回顾性分析

RHEUMATOLOGY

IF4.4

2025-10-01

PREAI

Choi, Yunjung; Castro-Zunti, Riel; Yun, Jae Sung; Choi, Younhee; Ko, Seok-Bum; Choi, Eun Jung; Jin, Gong Yong; Yoo, Wan-Hee; Park, Eun Hae

A lightweight convolutional neural network based on U shape structure and attention mechanism for anterior mediastinum segmentation 基于U型结构和注意力机制的前纵隔分割轻量化卷积神经网络

neural computing applications

IF0

2025-08-09

PREAI

Sina Soleimani-Fard; Won Gi Jeong; Francis Ferri Ripalda; Hasti Sasani; Younhee Choi; S. Deiva; Gong Yong Jin; Seok-bum Ko

The multi-GPU Wetland DEM Ponding Model 多GPU湿地DEM积水泥模型

COMPUTERS & GEOSCIENCES

IF4.4

2025-05-01

PREAI

Liu, Tonghe; Trim, Sean J.; Ko, Seok-Bum; Spiteri, Raymond J.

Enhancing welfare assessment: Automated detection and imaging of dorsal and lateral views of swine carcasses for identification of welfare indicators

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2024-07-01

OAAI

Ferri, Francis; Yepez, Juan; Ahadi, Mahyar; Wang, Yuanyue; Ko, Ryan; Seddon, Yolande M.; Ko, Seok-Bum

Anterior mediastinal nodular lesion segmentation from chest computed tomography imaging using UNet based neural network with attention mechanisms

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-10-19

PREAI

Wang, Yi; Jeong, Won Gi; Zhang, Hao; Choi, Younhee; Jin, Gong Yong; Ko, Seok-Bum

A compact Balanced Antipodal Vivaldi Antenna with improved phase center stability for imaging and ultrawideband localization applications

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS

IF3.2

2023-10-01

PREAI

Mahalingam, M. Sandhana; Pandeeswari, R.; Ko, Seokbum; Kouki, Ammar B.

An Optimized Hardware Implementation of Modular Multiplication of Binary Ring LWE 二进制环LWE模乘的优化硬件实现

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING

IF5.4

2023-07-01

PREAI

Shahbazi, Karim; Ko, Seok-Bum

Booth Encoding-Based Energy Efficient Multipliers for Deep Learning Systems 用于深度学习系统的基于Booth编码的节能乘法器

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2023-06-01

PREAI

Haider, Muhammad Hamis; Ko, Seok-Bum

An automated multi-class skin lesion diagnosis by embedding local and global features of Dermoscopy images

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-03-04

PREAI

Kadirappa, Ravindranath; Deivalakshmi, S.; Pandeeswari, R.; Ko, Seok-Bum

Non-Bianisotropic Complementary Split Ring Resonator Metamaterial Bandstop Filter Using Cylindrical Metal Vias

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2023-03-01

PREAI

Reddy, M. Ananda; Pandeeswari, R.; Ko, Seok-Bum

Efficient Approximate Posit Multipliers for Deep Learning Computation 用于深度学习计算的高效近似Posit乘法器

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

IF3.8

2023-03-01

PREAI

Zhang, Hao; Ko, Seok-Bum

PaXNet: Tooth segmentation and dental caries detection in panoramic X-ray using ensemble transfer learning and capsule classifier

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-02-18

PREAI

Haghanifar, Arman; Majdabadi, Mahdiyar Molahasani; Haghanifar, Sina; Choi, Younhee; Ko, Seok-Bum

Asymmetric meshed ground Balanced Antipodal Vivaldi Antenna with quarter-wavelength labyrinth director for ultrawideband microwave applications

AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS

IF3.2

2023-02-01

PREAI

Mahalingam, M. Sandhana; Pandeeswari, R.; Deivalakshmi, S.; Ko, Seokbum

Histopathological carcinoma classification using parallel, cross-concatenated and grouped convolutions deep neural network

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2023-01-09

PREAI

Kadirappa, Ravindranath; Subbian, Deivalakshmi; Ramasamy, Pandeeswari; Ko, Seok-Bum

研究方向