עיבוד וזיהוי תמונה
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קרינה ברפואה-דימות וטיפול
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עיבוד תמונה מתקדם ויישומיו הרפואיים

Publications in Peer-Reviewed Journals

Y. Davidov, R.Y. Brzezinski, M.I. Kaufmann, M. Likhter, T. Hod, O. Pappo, Y. Zimmer, Z. Ovadia-Blechman, N. Rabin, A. Barlev, O, Berman, Z. Ben Ari and O. Hoffer, "Incorporating Artificial Intelligence in Portable Infrared Thermal Imaging for the Diagnosis and Staging of Non-Alcoholic Fatty Liver Disease"; Journal of Biophotonics e202400189, 2024.

D. Carter, D. Bykhovsky, A. Hasky, I. Mamistvalov, Y. Zimmer, E. Ram and O. Hoffer, "Convolutional Neural Network Deep Learning Model Accurately Detects Rectal Cancer in Endoanal Ultrasounds"; Techniques in Coloproctology 28, 44, 2024.

O. Hoffer, R.Y. Brzezinski, A. Ganim, P. Shalom, Z. Ovadia-Blechman, L. Ben-Baruch, N. Lewis, R. Peled, C. Shimon, N. Naftali-Shani, E. Katz, Y. Zimmer and N. Rabin, "Smartphone-Based Detection of COVID-19 and Associated Pneumonia using Thermal Imaging and a Transfer Learning Algorithm"; Journal of Biophotonics e202300486, 2024.

O. Hoffer, T. Rabin, R.R. Nir, R.Y. Brzezinski, Y. Zimmer and I. Gannot, "Automated Thermal Imaging Monitors the Local Response to Cervical Cancer Brachytherapy"; Journal of Biophotonics 16(1), e202200214, 2023.

Y. Oren, E. Sahar, Y. Zimmer, E. Barayev, E. Livny and Y. Nahum, "Automatic Segmentation of Ocular Coherence Tomography Images of Partial Graft Detachment Following Descemet Membrane Endothelial Keratoplasty"; Clinical and Experimental Vision and Eye Research 4, 9-13, 2021.

R.Y. Brzezinski, N. Rabin, N. Lewis, R. Peled, A. Kerpel, A.M. Tsur, O. Gendelman, N. Naftali-Shani, I. Gringauz, H. Amital, A. Leibowitz, H. Mayan, I. Ben-Zvi, E. Heller, L. Shechtman, O. Rogowski, S. Shenhar-Tsarfaty, E. Konen, E.M. Marom, A. Ironi, G. Rahav, Y. Zimmer, E. Grossman, Z. Ovadia-Blechman, J. Leor and O. Hoffer, "Automated Processing of Thermal Imaging to Detect COVID-19"; Scientific Reports 11, 17489, 2021.

Z. Ovadia-Blechman, O. Hoffer, M. Halak, K. Adrai, Y. Zimmer, D. Silverberg and N. Rabin, "Assessment of Blood Distribution in Response to Post-Surgical Steal Syndrome: A Novel Technique Based on Thermo-Anatomical Segmentation"; Journal of Biomechanics 119, 110304, 2021.

M.A. Ben-David, O. Hoffer, D. Kirshenbaum, E. Katz, D. Alezra, Z. Symon, T. Rabin, Y. Zimmer, I. Kelson and I. Gannot, "Thermal Monitoring of Tumor and Tissue State During Radiation Therapy – A Complex Case of Radiation Recall"; Critical Reviews in Biomedical Engineering 48(2), 125-131, 2020.

R.Y. Brzezinski, L. Levin-Kotler, N. Rabin, Z. Ovadia-Blechman, Y. Zimmer, A. Sternfeld, J. Molad Finchelman, R. Unis, N. Lewis, O. Tepper-Shaihov, N. Naftali-Shani, N. Balint Lahat, M. Safran, Z. Ben-Ari, E. Grossman, J. Leor and O. Hoffer, "Automated Thermal Imaging for the Detection of Fatty Liver Disease"; Scientific Reports 10, 15532, 2020.

R.Y. Brzezinski, Z. Ovadia-Blechman, N. Lewis, N. Rabin, Y. Zimmer, L. Levin-Kotler, O. Tepper-Shaihov, N. Naftali-Shani, O. Tsoref, E. Grossman, J. Leor and O. Hoffer, "Non-Invasive Thermal Imaging of Cardiac Remodeling in Mice"; Biomedical Optics Express 10(12), 6189-6203, 2019.

O. Aharony, O. Gal-Or, A. Polat, Y. Nahum, D. Weinberger and Y. Zimmer, "Automatic Characterization of Retinal Blood Flow using OCT Angiograms"; Translational Vision Science & Technology 8(4), 6, 2019.

O.A. Hoffer, M.A. Ben-David, E. Katz, D. Zlotnik Kirshenbaum, D. Alezra, Y. Zimmer, I. Kelson and I. Gannot, "Thermal Imaging as a Tool for Evaluating Tumor Treatment Efficacy"; J. of Biomedical Optics 23(5), 58001, 2018.

R. Aviram, A. Aviram, S.O. Gvili, Y. Zimmer, A. Shulman and R. Tepper, "Software Toolbox for Analysis of the Endometrial Myometrial Junction – A Pilot Study"; Clin. Exp. Obstet. Gynecol. 44(3), 440-443, 2017.

Y. Zimmer, R. Tepper and S. Akselrod, "An Automatic Approach for Morphological Analysis and Malignancy Evaluation of Ovarian Masses using B-Scans"; Ultrasound Med. Biol. 29(11), 1561-1570, 2003.

Y. Zimmer and S. Akselrod, "Image Segmentation in Obstetrics and Gynecology"; Ultrasound Med. Biol. 26(Supp. 1), S39-S40, 2000.

Y. Zimmer, R. Tepper and S. Akselrod, "Computerized Quantification of Structures within Ovarian Cysts using Ultrasound Images"; Ultrasound Med. Biol. 25(2), 189-200, 1999.

R. Tepper, L. Keselbrener, M. Manor, S. Eyal, Y. Beyth, Y. Zimmer and S. Akselrod, "Decay Constant of Doppler Flow Waveform as a Possible Indicator of Ovarian Malignancy"; Ultrasound Med. Biol. 23(8), 1171-1177, 1997.

Y. Zimmer, R. Tepper and S. Akselrod, "An Improved Method to Compute the Convex Hull of a Shape in a Binary Image"; Pattern Recognition 30(3), 397-402, 1997.

Y. Zimmer, R. Tepper and S. Akselrod, "A Two-Dimensional Extension of Minimum Cross Entropy Thresholding for the Segmentation of Ultrasound Images"; Ultrasound Med. Biol. 22(9), 1183-1190, 1996.

Y. Zimmer, S. Akselrod and R. Tepper, "The Distribution of the Local Entropy in Ultrasound Images"; Ultrasound Med. Biol. 22(4), 431-439, 1996.

Y. Zimmer and S. Akselrod, "An Automatic Contour Extraction Algorithm for Short-Axis Cardiac Magnetic Resonance Images"; Medical Physics 23(8), 1371-1379, 1996.