Research Articles

Publications

Peer-Reviewed Journal Articles 

1.     Ş.B. Duman, A.Z. Syed, D. Celik Ozen, İ.Ş. Bayrakdar, H. S. Salehi, A. Abdelkarim, Ö. Celik, G. Eser, O. Altun, K. Orhan, "Convolutional Neural Network Performance for Sella Turcica Segmentation and Classification Using CBCT Images," Diagnostics 12(9), 2244 (2022). Link

2.     Q. Chen, J. Huanga, H. S. Salehi, H. Zhu, L. Lian, X. Lai, and K. Wei, “Hierarchical CNN-based occlusal surface morphology analysis for classifying posterior tooth type using augmented images from 3D dental surface models,” Elsevier Journal of Computer Methods and Programs in Biomedicine 208, 106295 (2021). Link

3.     Q. Chen, X. Jin, H. Zhu, H. S. Salehi, and K. Wei, “3D Distribution of dental plaque on occlusal surface using 2D-fluorescence-image to 3D-surface registration,” Elsevier Journal of Computers in Biology and Medicine 123, 103860 (2020). Link

4.     A. Morales, H. S. Salehi, and K. Sohn, “IoT Instrument for Heart Monitoring: Interfacing Humans and Robots,” International Journal of Modern Engineering 18(2), 5-12 (2018). (Invited Publication) Link

5.     M. Mahdian, H. S. Salehi, A. G. Lurie, S. Yadav, and A. Tadinada, “Tissue characterization using optical coherence tomography and cone beam computed tomography: A comparative pilot study,” Elsevier Journal of Oral Surg. Med. Path. Radiology 122(1), 98-103 (2016). (Featured Article on Elsevier Journal Cover) Link

6.     H. S. Salehi, H. Li, A. Merkulov, P. D. Kumavor, H. Vavadi, M. Sanders, A. Kueck, M. A. Brewer, and Q. Zhu, “Co-registered photoacoustic and ultrasound imaging and classification of ovarian cancer: ex vivo and in vivo studies,” Journal of Biomed. Optics 21(4), 046006 (2016). Link

7.     U. Alqasemi, H. S. Salehi, and Q. Zhu, “Method for estimating closed form solutions of the light diffusion equation for turbid media of any boundary shape,” Journal of Opt. Soc. Am. A 33(2), 205-213 (2016). Link

8.     H. S. Salehi, P. D. Kumavor, U. Alqasemi, H. Li, T. Wang, C. Xu, and Q. Zhu, “Design of optimal light delivery system for co-registered transvaginal ultrasound and photoacoustic imaging of ovarian tissue,” Elsevier Photoacoustics Journal 3(3), 114-122 (2015). Link

9.     S. Nandy, H. S. Salehi, T. Wang, X. Wang, M. Sanders, A. Kueck, M. Brewer, and Q. Zhu, “Correlating optical coherence elastography based strain measurements with collagen content of the human ovarian tissue,” Journal of Bio. Optics Express 6(10), 3806-3811 (2015). Link

10.     C. Xu, H. Vavadi, A. Merkulov, H. Li, M. Erfanzadeh, A. Mostafa, Y. Gong, H. S. Salehi, S. Tannenbaum, and Q. Zhu, “Ultrasound-Guided Diffuse Optical Tomography for Predicting and Monitoring Neoadjuvant Chemotherapy of Breast Cancers: Recent Progress,” Journal of Ultrasonic Imaging 16, (2015). Link

11.     H. S. Salehi, T. Wang, P. D. Kumavor, H. Li, and Q. Zhu, “Design of miniaturized illumination for transvaginal co-registered photoacoustic and ultrasound imaging,” Journal of Bio. Optics Express 5(9), 3074-3079 (2014). Link

12.     T. Wang, S. Nandy, H. S. Salehi, P. D. Kumavor, and Q. Zhu, “A low-cost photoacoustic microscopy system with a laser diode excitation,” Journal of Bio. Optics Express 5(9), 3053-3058 (2014). Link

Peer-Reviewed Conference Papers

1.     H. S. Salehi, M. Barchini, K. Braiser, and H. Zakeri, "Development of GUI-based deep learning and image processing system for legume nodule segmentation and classification," Proc. SPIE DCS 12527, Pattern Recognition and Tracking XXXIV, 1252703 (2023). Link

2.     H. S. Salehi, A. Granados, and M. Mahdian, "Comparison of deep convolutional neural network models with OCT images for dental caries classification," Proc. SPIE 12036, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1203613 (2022). Link

3.     H. S. Salehi, M. Barchini, Q. Chen, and M. Mahdian, “Toward development of automated grading system for carious lesions classification using deep learning and OCT imaging,” Proc. SPIE 11600, Medical Imaging 2021: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1160014 (2021). Link

4.     M. M. Murshid and H. S. Salehi, “Electromyography signal analysis with real-time support vector machine,” Proc. SPIE DCS 11423, Signal Processing, Sensor/Information Fusion, and Target Recognition XXIX, 1142313 (2020). Link

5.     J. M. Rathod and H. S. Salehi, “Vision system with deep learning classifiers for automatic quality inspection,” Proc. SPIE DCS 11400, Pattern Recognition and Tracking XXXI, 1140009 (2020). Link

6.     H. S. Salehi, M. Barchini, and M. Mahdian, “Optimization methods for deep neural networks classifying OCT images to detect dental caries,” Proc. SPIE BIOS 11217, Lasers in Dentistry XXVI, 112170G (2020). Link

7.     Q. Chen, X. Jin, H. Zhu, and H. S. Salehi, “Classification of pit and fissure for caries risk based on 3D surface morphology analysis of tooth,” Proc. SPIE BIOS 11217, Lasers in Dentistry XXVI, 112170E (2020). Link

8.     H. S. Salehi and J. D. Schad, “Design and implementation of low-cost linear laser scanning system for photoacoustic imaging,” Proc. SPIE BIOS 11240, Photons Plus Ultrasound: Imaging and Sensing, 112403I (2020). Link

9.     R. J. Day, H. S. Salehi, and M. Javadi, “IoT Environmental Analyzer using Sensors and Machine Learning for Migraine Occurrence Prevention,” IEEE International Conference on Machine Learning and Applications (ICMLA), Boca Raton, FL, USA, pp. 1460-1465, (2019). Link

10.     H. S. Salehi, M. Mahdian, M. M. Murshid, S. Judex, and A. Tadinada, “Deep learning-based quantitative analysis of dental caries using optical coherence tomography: an ex vivo study,” Proc. SPIE BIOS 10857, Lasers in Dentistry XXV, 108570H (2019). Link

11.     R. J. Day and H. S. Salehi, “Development of Smart Interior Environmental Mobile App for Health Monitoring,” IEEE Green Technologies Conference (GreenTech), Austin, TX, pp. 115-118 (2018). Link

12.     N. Karimian, H. S. Salehi, M. Mahdian, H. Alnajjar, and A. Tadinada, “Deep learning classifier with optical coherence tomography images for early dental caries detection,” Proc. SPIE BIOS 10473, Lasers in Dentistry XXIV, 1047304 (2018). Link

13.  H. S. Salehi, A. Kosa, M. Mahdian, S. Moslehpour, H. Alnajjar, and A. Tadinada, “Characterization of human oral tissues based on quantitative analysis of optical coherence tomography images,” Proc. SPIE BIOS 10044, Lasers in Dentistry XXIII, 1004406 (2017). Link

14.  H. S. Salehi, M. Mahdian, H. Alnajjar, and A. Tadinada, “Utilizing Optical Coherence Tomography and Cone Beam Computed Tomography for Oral Tissues Characterization: Ex vivo Study,” OSA International Biomed. Optics Congress, JTu3A.52 (2016). Link

15.  M. Erfanzadeh, H. S. Salehi, and Q. Zhu, “Improvement and evaluation of a low-cost laser diode photoacoustic microscopy system for ovarian tissue imaging,” Proc. SPIE BIOS 9708, Photons Plus Ultrasound: Imaging and Sensing, 97083I (2016). Link

16.  M. M. Althobaiti, H. S. Salehi, and Q. Zhu, “Assessment of Diffuse Optical Tomography Image Reconstruction Methods Using Photon Transport Model,” Proc. COMSOL Conference, Boston, MA, USA (2015). Link

17.  H. S. Salehi, H. Li, P. D. Kumavor, A. Merkulov, M. Sanders, M. Brewer, and Q. Zhu, “Wavelength optimization for in vivo multispectral photoacoustic/ultrasound tomography of hemoglobin oxygenation in ovarian cancer: clinical studies,” Proc. SPIE BIOS 9323, Photons Plus Ultrasound: Imaging and Sensing, 932303 (2015). Link

18.  T. Wang, S. Nandy, H. S. Salehi, P. D. Kumavor, and Q. Zhu, “A compact and cost-efficient photoacoustic microscopy system with a pulsed laser diode excitation,” Proc. SPIE BIOS 9323, Photons Plus Ultrasound: Imaging and Sensing, 932340 (2015). Link

19.  S. Nandy, T. Wang, H. S. Salehi, M. Sanders, M. Brewer, and Q. Zhu, “Estimation of elastic parameters of ovarian tissue using phase stabilized swept source optical-coherence tomography,” Proc. SPIE BIOS 9327, Photons Plus Ultrasound: Imaging and Sensing, 93270D (2015). Link

20.  M. Mahdian, H. S. Salehi, S. Yadav, and A. Tadinada, “Optical Imaging Demonstrates Reliable Tissue Density Quantification and Measurement Accuracy,” Proc. International Association for Dental Research (2015).

21.  H. S. Salehi, T. Wang, H. Li, P. Kumavor, and Q. Zhu, “Co-registered ultrasound and photoacoustic probe with a miniaturized light illumination scheme for in vivo ovarian cancer imaging,” OSA Biomed. Optics, BS2B.1 (2014). Link

22.    H. S. Salehi, P. Kumavor, U. Alqasemi, H. Li, T. Wang, and Q. Zhu, “High-throughput fiber-array transvaginal ultrasound/photoacoustic probe for ovarian cancer imaging,” Proc. SPIE BIOS 8943, Photons Plus Ultrasound: Imaging and Sensing, 894335 (2014). Link

23.    C. Xu, H. Vavadi, J. Chen, M. Erfanzadeh, Q. Yuan, Y. Gong, H. S. Salehi, H. Li, and Q. Zhu, “Toward Miniature Diffuse Optical Tomography System for Assessing Neoadjuvant Chemotherapy,” OSA Biomed. Optics, BM3A.57 (2014). Link