Search Results for author:
Found 9 papers, 2 papers with code
An objective validation of polyp and instrument segmentation methods in colonoscopy through Medico 2020 polyp segmentation and MedAI 2021 transparency challenges
Automatic analysis of colonoscopy images has been an active field of research motivated by the importance of early detection of precancerous polyps.
GastroVision: A Multi-class Endoscopy Image Dataset for Computer Aided Gastrointestinal Disease Detection
Integrating real-time artificial intelligence (AI) systems in clinical practices faces challenges such as scalability and acceptance.
Can Adversarial Networks Make Uninformative Colonoscopy Video Frames Clinically Informative?
We also examine the failure cases to determine the directions for future work.
Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation
Based on the FPL module and FIR unit, we propose an ultra-lightweight real-time network, called FPLNet, which achieves state-of-the-art accuracy-efficiency trade-off.
Extraction of Key-frames of Endoscopic Videos by using Depth Information
A deep learning-based monocular depth estimation (MDE) technique is proposed for selection of most informative frames (key frames) of an endoscopic video.
Accelerometric Method for Cuffless Continuous Blood Pressure Measurement
Also, the computed blood pressure is compared with the original one, measured through a CNAP system.
Two-stream Fusion Model for Dynamic Hand Gesture Recognition using 3D-CNN and 2D-CNN Optical Flow guided Motion Template
Moreover, in the literature, it is seen that the use of different streams with informative input data helps to increase the performance in the recognition accuracy.
Design of Breathing-states Detector for m-Health Platform using Seismocardiographic Signal
In this work, a seismocardiogram (SCG) based breathing-state measuring method is proposed for m-health applications.
Pseudo vs. True Defect Classification in Printed Circuits Boards using Wavelet Features
In recent years, Printed Circuit Boards (PCB) have become the backbone of a large number of consumer electronic devices leading to a surge in their production.
