4.6 Article

Microwave Medical Diagnosis System With a Framework to Optimize the Antenna Configuration and Frequency of Operation Using Neural Networks

Related references

Note: Only part of the references are listed.
Article Medicine, General & Internal

Microwave Breast Imaging Using Compressed Sensing Approach of Iteratively Corrected Delay Multiply and Sum Beamforming

Mohammad Tariqul Islam et al.

Summary: Microwave imaging is crucial for diagnosing anomalies in the breast, with DAS and DMAS algorithms being commonly used but having limitations. A new CS-ICDMAS approach is proposed in this paper to reduce computational complexity while maintaining image quality. Experimental data supports the enhanced performance of this algorithm.

DIAGNOSTICS (2021)

Article Multidisciplinary Sciences

Breast lesion detection through MammoWave device: Empirical detection capability assessment of microwave images' parameters

Lorenzo Sani et al.

Summary: The paper introduces a method for breast lesion detection using a microwave imaging device, generating conductivity weighted microwave images with specific imaging algorithms, introducing features to quantify non-homogeneous behavior of the image. Empirical validation shows that selected features can effectively differentiate between different types of breast lesions.

PLOS ONE (2021)

Article Medicine, General & Internal

SAFE: A Novel Microwave Imaging System Design for Breast Cancer Screening and Early Detection-Clinical Evaluation

Aleksandar Janjic et al.

Summary: SAFE is a novel microwave imaging device for breast cancer screening and early detection, using harmless electromagnetic waves without the need for X-rays. Initial results show promising concordance with clinical reports, encouraging further studies on its effectiveness. Breast size was found to influence sensitivity rates, with smaller breasts having lower sensitivity compared to larger ones.

DIAGNOSTICS (2021)

Article Medicine, General & Internal

Radial Basis Function for Breast Lesion Detection from MammoWave Clinical Data

Soumya Prakash Rana et al.

Summary: A novel microwave apparatus called MammoWave, coupled with machine learning, has been developed for accurate identification of breast lesions. Experimental results with 61 breasts show high accuracy in lesion detection.

DIAGNOSTICS (2021)

Article Engineering, Electrical & Electronic

Estimation of the Effective Electrical Parameters in Two-Dimensional Transverse Electric Case

Mehmet Nuri Akinci et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2020)

Article Engineering, Electrical & Electronic

Truncated singular value decomposition for through-the-wall microwave imaging application

Semih Dogu et al.

IET MICROWAVES ANTENNAS & PROPAGATION (2020)

Article Engineering, Electrical & Electronic

Microwave Imaging by Deep Learning Network: Feasibility and Training Method

Wenyi Shao et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2020)

Article Engineering, Electrical & Electronic

Embedding Deep Learning in Inverse Scattering Problems

Yash Sanghvi et al.

IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING (2020)

Article Imaging Science & Photographic Technology

Full 3D Microwave Breast Imaging Using a Deep-Learning Technique

Vahab Khoshdel et al.

JOURNAL OF IMAGING (2020)

Article Computer Science, Information Systems

A Survey on Antenna Designs for Breast Cancer Detection Using Microwave Imaging

Hilal M. El Misilmani et al.

IEEE ACCESS (2020)

Article Engineering, Electrical & Electronic

DeepNIS: Deep Neural Network for Nonlinear Electromagnetic Inverse Scattering

Lianlin Li et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2019)

Proceedings Paper Automation & Control Systems

Cross-validation Metrics for Evaluating Classification Performance on Imbalanced Data

Ni Wayan Surya Wardhani et al.

2019 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, INFORMATICS AND ITS APPLICATIONS (IC3INA) (2019)

Article Engineering, Electrical & Electronic

A Simple Approach for Estimating the Effective Electric Parameters of 2-D Targets

Mehmet Nuri Akinci et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2018)

Review Chemistry, Analytical

Microwave Sensors for Breast Cancer Detection

Lulu Wang

SENSORS (2018)

Article Engineering, Electrical & Electronic

Multiple-Frequency DBIM-TwIST Algorithm for Microwave Breast Imaging

Zhenzhuang Miao et al.

IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION (2017)

Article Engineering, Biomedical

Machine learning aided diagnosis of hepatic malignancies through in vivo dielectric measurements with microwaves

Tuba Yilmaz et al.

PHYSICS IN MEDICINE AND BIOLOGY (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

MARIA M4: clinical evaluation of a prototype ultrawideband radar scanner for breast cancer detection

Alan W. Preece et al.

JOURNAL OF MEDICAL IMAGING (2016)

Article Engineering, Biomedical

Flexible 16 Antenna Array for Microwave Breast Cancer Detection

Hadi Bahramiabarghouei et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2015)

Article Engineering, Electrical & Electronic

Qualitative Microwave Imaging With Scattering Parameters Measurements

Mehmet Nuri Akinci et al.

IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES (2015)

Review Mathematics, Applied

Inverse scattering problems with multi-frequencies

Gang Bao et al.

INVERSE PROBLEMS (2015)

Article Engineering, Electrical & Electronic

Microwave breast phantom measurements with a cavity-backed Vivaldi antenna

Mehmet Abbak et al.

IET MICROWAVES ANTENNAS & PROPAGATION (2014)

Article Engineering, Electrical & Electronic

Novel Preprocessing Techniques for Accurate Microwave Imaging of Human Brain

S. Mustafa et al.

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS (2013)

Article Engineering, Electrical & Electronic

Microwave imaging for brain stroke detection using Born iterative method

David Ireland et al.

IET MICROWAVES ANTENNAS & PROPAGATION (2013)

Article Computer Science, Artificial Intelligence

Artifacts removal in EEG signal using a new neural network enhanced adaptive filter

Aysa Jafarifarmand et al.

NEUROCOMPUTING (2013)

Article Engineering, Electrical & Electronic

Neural-network-based inverse-scattering technique for online microwave medical imaging

IT Rekanos

IEEE TRANSACTIONS ON MAGNETICS (2002)