2 citations · 3 across the 4 of their papers we have counts for
4 papers
Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis
Phuoc-Nguyen Bui, Duc-Tai Le, Junghyun Bum +1
Traditional deep learning methods in medical imaging often focus solely on segmentation or classification, limiting their ability to leverage shared information. Multi-task learnin…
Cross Feature Fusion of Fundus Image and Generated Lesion Map for Referable Diabetic Retinopathy Classification
Dahyun Mok, Junghyun Bum, Le Duc Tai +1
Diabetic Retinopathy (DR) is a primary cause of blindness, necessitating early detection and diagnosis. This paper focuses on referable DR classification to enhance the applicabili…
Deep UAV Path Planning with Assured Connectivity in Dense Urban Setting
Jiyong Oh, Syed M. Raza, Lusungu J. Mwasinga +2
Unmanned Ariel Vehicle (UAV) services with 5G connectivity is an emerging field with numerous applications. Operator-controlled UAV flights and manual static flight configurations…
Minimal Sleep Delay Driven Aggregation Tree Construction in IoT Sensor Networks
Van-Vi Vo, Duc-Tai Le, Hyunseung Choo
Data aggregation is a fundamental technique in wireless sensor networks (WSNs) in which sensory data collected by intermediate nodes is merged by in-network computation using maxim…