Research Interests

• Artificial Intelligent.
• Signal and image processing in the application area of Bio-signal.
• Bio-image.
• Biomedical systems.

Project Title

X-ray Based Homogeneity Measurement and their Artificial Intelligence based Evaluation for Tissue Characterization in interventional Medicine.

Aim

Optimization of image-guided minimally invasive surgery for cancer treatment.

Publications

• "Computer Assisted Auscultation System for Phono angiography of the Carotid Artery." Sühn, Thomas, Naghmeh Mahmoodian, Arathi Sreenivas, Iván Maldonado, Moritz Spiller, Axel Boese, Alfredo Illanes, Michael Friebe, and Michael Bloxton. Current Directions in Biomedical Engineering 5, no. 1 (2019): 175-178.
• "Calculation of beta radiation dose of a circular Y-90 skin patch: Analytical and simulation methods." Pashazadeh, Ali, Eduardo de Paiva, Naghmeh Mahmoodian, and Michael Friebe. Radiation Physics and Chemistry (2019): 108491.
• “Higher Order Statistical Analysis for Thyroid Texture Classification and Segmentation in 2D ultrasound Images.” Naghmeh Mahmoodian, Prabal Poudel, Alfredo Illanes, Michael Friebe, IEEE EMBC Berlin, Germany. 2019.
• "Complex network based models of ECoG signals for detection of induced epileptic seizures in rats." Mohammadpoory, Zeynab, Mahda Nasrolahzadeh, Naghmeh Mahmoodian, Mohammad Sayyah, and Javad Haddadnia. Cognitive neurodynamics 13, no. 4 (2019): 325-339.
• "Automatic identification of diabetic retinopathy stages by using fundus images and visibility graph method." Mohammadpoory, Zeynab, Mahda Nasrolahzadeh, Naghmeh Mahmoodian, and Javad Haddadnia. Measurement 140 (2019): 133-141.
• "Proximal detection of guide wire perforation using feature extraction from bispectral audio signal analysis combined with machine learning." Mahmoodian, Naghmeh, Anna Schaufler, Ali Pashazadeh, Axel Boese, Michael Friebe, and Alfredo Illanes. Computers in biology and medicine 107 (2019): 10-17.
• "Epileptic seizure detection using cross-bispectrum of electroencephalogram signal." Mahmoodian, Naghmeh, Axel Boese, Michael Friebe, and Javad Haddadnia. Seizure 66 (2019): 4-11.
• "Proximal Guide Wire Audio Sensing – The Sound Of Vessel Perforation." Alfredo Illanes., Iván Maldonado, Naghmeh Mahmoodian, Anna Schafler, Axel Boese, Michael Friebe.
• "Comments on:“Toward improved heat transfer performance of annular heat exchangers with water/ethylene glycol based nanofluids containing graphene nanoplatelets,” Alrashed, Abdullah AAA, Naghmeh Mahmoodian, and Asterios Pantokratoras. Journal of Thermal Analysis and Calorimetry 126.3 (2016): 1427–1436”." Journal of Thermal Analysis and Calorimetry 134, no. 2 (2018): 853-855.
• "A Framework of Photo Acoustic Imaging for Ovarian Cancer Detection by Galvo-mirror System." Mahmoodian, Naghmeh., and Haddadnia, Javad. Journal of Bioeng Biomed Sci 6, no. 184 (2016): 2.
• "Performance investigation of micro-and nano-sized particle erosion in a 90 elbow using an ANFIS model." Shamshirband, Shahaboddin, Amir Malvandi, Arash Karimipour, Marjan Goodarzi, Masoud Afrand, Dalibor Petković, Mahidzal Dahari, and Naghmeh Mahmoodian. Powder Technology 284 (2015): 336-343.
• "A Model of Managing Knowledge for Software Maintenance As a Service (SMaaS) in a Private Cloud Computing Environment." Abdullah, Rusli, and Naghmeh Mahmoodian. In Recent Advances in Knowledge Engineering and Systems Science, 2013.
• “Classifying Maintenance request in Bug tracking system.“ Naghmeh Mahmoodian, Abdullah, Rusli, Masrah Azrifah. In International Journal of Computer Science and Information Securaty (IJCSIS), Vol 8, No.4, July 2010.
• "Sequential pattern mining on library transaction data." Sitanggang, Imas Sukaesih, Nor Azura Husin, Anita Agustina, and Naghmeh Mahmoodian. In 2010 International Symposium on Information Technology, vol. 1, pp. 1-4. IEEE, 2010.
• "Text-based classification incoming maintenance requests to maintenance type." Mahmoodian, Naghmeh, Rusli Abdullah, and Masrah Azrifah Azim Murad. In 2010 International Symposium on Information Technology, vol. 2, pp. 693-697. IEEE, 2010.

Additional Research Networks

• Googlescholar: https://scholar.google.de/citations?user=xirI9QQAAAAJ&hl=en