Automatic fetal head approximation using Particle Swarm Optimization based Gaussian Elliptical Path

Ma’sum, M. Anwar; Rahmah, Nur Miladiyah; Sanabila, H. R.; Wisesa, Hanif Arief; Jatmiko, Wisnu

doi:10.1109/mhs.2015.7438274

Cited by 6 publications

(3 citation statements)

References 9 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…An optimization procedure is applied to a random initialization of the DoG model to obtain the final ellipse. A more efficient optimization was proposed by the same authors in [54] , while Kusuma et al [55] explored naturebased optimizations and Ma'Sum et al [56] investigated particle swarm optimization.…”

Section: Edge-based Methods For Head Analysismentioning

confidence: 99%

A review of image processing methods for fetal head and brain analysis in ultrasound images

Torres

Morais

Oliveira

et al. 2022

Computer Methods and Programs in Biomedicine

View full text Add to dashboard Cite

Section: Edge-based Methods For Head Analysismentioning

confidence: 99%

A review of image processing methods for fetal head and brain analysis in ultrasound images

Torres

Morais

Oliveira

et al. 2022

Computer Methods and Programs in Biomedicine

View full text Add to dashboard Cite

“…PSO is a swarm intelligence algorithm, works on social behavior of birds and a school of fishes [14][15]. It gives a set of solutions called as particles.PSO algorithm complexity is less hence implantation is easy with good convergence [16][17] which is viable for localization of WSN.…”

Section: Cooperative Distributive Particle Swarm Optimization (Cdpso)mentioning

confidence: 99%

Localization of Cooperative WSN using Distributed PSO with Optimum References

Janapati¹,

Balaswamy²,

Soundararajan³

2016

IJECE

View full text Add to dashboard Cite

In indoor environment WSN nodes are deployed randomly and do not know the accurate position. Find the node position with the help of anchor nodes is known as localization. CRB algorithm selects the best anchor nodes which gives high accuracy. In this paper distributed PSO algorithm with optimum selection of reference nodes using CRB is proposed to find accurate node position. The proposed method performs better in comparison with other algorithms like PSO, RLS, LMS and GPS in terms of position accuracy, latency and complexity.

show abstract

“…Our previous research in this field also includes an automatic detection for fetal organs, such as fetal head and fetal humerus in an USG image. The automatic detection of the organs was implemented in the Tele-USG system (Ma'sum et al, 2015a(Ma'sum et al, , 2015bJatmiko et al, 2015b).…”

mentioning

confidence: 99%

Developing smart Tele-ECG system for early detection and monitoring heart diseases based on ECG signal: progress and challenges

Jatmiko

Ma’sum

Wisesa

et al. 2019

International Journal on Smart Sensing and Intelligent Systems

View full text Add to dashboard Cite

Technology is developed to benefit society. One of the applications of technology in the healthcare sector is telehealth monitoring system. The system proposes a new way of communication between the doctor and the patient, even in a very remote location. In this paper, we elaborate the progress and challenges regarding the development of Tele-ECG in Indonesia, which includes data acquisition, feature extraction, data compression, classification algorithm, mobile and web development system and small device implementation on an FPGA board. The classification is conducted by using LVQ, GLVQ, FNLVQ, FNLVQ-PSO, FNGLVQ, and AM-GLVQ. The compression is conducted by using SPIHT algorithm. Tele-ECG can assist in monitoring heartbeat anomalies and reduce the risk of heart attack. It could also be a solution for infrastructure discrepancy in healthcare.

show abstract

Automatic fetal head approximation using Particle Swarm Optimization based Gaussian Elliptical Path

Cited by 6 publications

References 9 publications

A review of image processing methods for fetal head and brain analysis in ultrasound images

A review of image processing methods for fetal head and brain analysis in ultrasound images

Localization of Cooperative WSN using Distributed PSO with Optimum References

Developing smart Tele-ECG system for early detection and monitoring heart diseases based on ECG signal: progress and challenges

Contact Info

Product

Resources

About