Guy Amit  Guy Amit photo         

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Research Staff Member: Medical Imaging Analytics Group
IBM Research - Haifa Research Lab



Unsupervised Clustering of Mammograms for Outlier Detection and Breast Density Estimation
Tal Tlusty, Guy Amit, Rami Ben-Ari
International Conference on Pattern Recognition (ICPR), 2018


Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning
Guy Amit, Omer Hadad, Sharon Alpert, Tal Tlusty, Yaniv Gur, Rami Ben-Ari, Sharbell Hashoul
Medical Image Computing and Computer Assisted Interventions (MICCAI), Springer, 2017

High-Frequency QRS Analysis in the Evaluation of Chest Pain in the Emergency Department
Ori Galante, Guy Amit, Yair Granot, Linda R. Davrath, Shimon Abboud, Doron Zahger
Journal of Electrocardiology 50(4), 457-465, 2017

Automatic Reporting of Lesion Location in Mammograms
Guy Amit, Ella Barkan, Netta M. Shani, Aviad Zlotnick, Mark D. Kovacs, Joshua J. Reicher, Michael A. Trambert, Murray A. Reicher
Computer Assisted Radiology and Surgery (CARS), 2017

Classification of Breast Lesions using Cross-Modal Deep Learning
Omer Hadad, Ran Bakalo, Rami Ben-Ari, Sharbell Hashoul, Guy Amit
IEEE International Symposium on Biomedical Imaging (ISBI), 2017

Classification of Breast MRI Lesions using Small-Size Training Sets: Comparison of Deep Learning Approaches
Guy Amit, Rami Ben-Ari, Omer Hadad, Einat Monovich, Noa Granot, Sharbell Hashoul
SPIE Medical Imaging, 2017


Automatic Dual-View Mass Detection in Full-Field Digital Mammograms
Guy Amit, Sharbell Hashoul, Pavel Kisilev, Boaz Ophir, Eugene Walach, Aviad Zlotnick
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 9350, 44-52, Springer

Automatic learning-based beam angle selection for thoracic IMRT
Guy Amit, Thomas G Purdie, Alex Levinshtein, Andrew J Hope, Patricia Lindsay, Andrea Marshall, David A Jaffray, Vladimir Pekar
Medical Physics 42(4), 1992-2005, AIP, 2015

Automated planning of breast radiotherapy using cone beam CT imaging
Guy Amit, Thomas G Purdie
Medical Physics 42(2), 770-779, AIP, 2015


Automatic learning-based selection of beam angles in radiation therapy of lung cancer
Guy Amit, Thomas G Purdie, Alex Levinshtein, Andrew J Hope, Patricia Lindsay, David A Jaffray, Vladimir Pekar
11th IEEE International Symposium on Biomedical Imaging (ISBI), pp. 230--233, 2014

Quantifying QRS changes during myocardial ischemia: Insights from high frequency electrocardiography
Guy Amit, Yair Granot, Shimon Abboud
Journal of Electrocardiology 47(4), 505-511, Elsevier, 2014


The cost-effectiveness of stress testing using high-frequency QRS analysis
Guy Amit, Yizhar Toren, Linda R Davrath, Eran Toledo, Shimon Abboud
International Journal of Medical Engineering and Informatics 5(1), 68--80, Inderscience, 2013

High-frequency QRS analysis improves the specificity of exercise ECG testing in women referred for angiography
David Rosenmann, Yaakov Mogilevski, Guy Amit, Linda R Davrath, Dan Tzivoni
Journal of Electrocardiology 46(1), 19--26, Elsevier, 2013

High-Frequency QRS Analysis in Patients with Acute Myocardial Infarction: A Preliminary Study
Guy Amit, Ori Galante, Linda R Davrath, Oded Luria, Shimon Abboud, Doron Zahger
Annals of Noninvasive Electrocardiology 18(2), 149--156, Wiley Online Library, 2013


Analysis of depolarization abnormalities in the evaluation of patients with chest pain
Ori Galante, G Amit, O Luria, LR Davrath, S Abboud, D Zahger
Eur Heart J 32(suppl 1), 729, 2011

Electrocardiographic depolarization changes during ischemia in the isolated perfused guinea pig heart
Guy Amit, Jana Kol'akov'a, Angel Zeitoune, Shimon Abboud, Marie Nov'akov'a
Journal of Electrocardiology 44(2), e23--e24, Churchill Livingstone, 2011

Feasibility of high-frequency QRS analysis in patients with acute myocardial infarction
Guy Amit, Ori Galante, Oded Luria, Linda R Davrath, Shimon Abboud, Eran Toledo, Doron Zahger
Journal of Electrocardiology 44(6), 743, Churchill Livingstone, 2011


Respiratory modulation of heart sound morphology
Guy Amit, Khuloud Shukha, Noam Gavriely, Nathan Intrator
American Journal of Physiology-Heart and Circulatory Physiology 296(3), H796--H805, Am Physiological Soc, 2009

Cluster analysis and classification of heart sounds
Guy Amit, Noam Gavriely, Nathan Intrator
Biomedical Signal Processing and Control 4(1), 26--36, Elsevier, 2009


Detection of acute myocardial ischemia using high-frequency QRS analysis
Guy Amit, Itzik Pinhas, Nechi Almogy, Shimon Abboud, Eran Toledo
Journal of Electrocardiology 41(6), 636, Churchill Livingstone, 2008

Ischemia monitoring by analysis of depolarization changes
G Amit, LR Davrath, S Abboud, H Hod, E Toledo, S Matetzky
Computers in Cardiology 2008, pp. 377--380

Acoustic Indices of Cardiac Functionality.
Guy Amit, Jonathan Lessick, Noam Gavriely, Nathan Intrator
International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS), pp. 77--83, 2008


Automatic segmentation of heart signals
G Amit, N Gavriely, N Intrator
18th EURASIP Conference BIOSIGNAL, pp. 6-8, 2006

Scalability of multimedia applications on next-generation processors
Guy Amit, Yaron Caspi, Ran Vitale, Adi T Pinhas
IEEE International Conference on Multimedia and Expo (ICME), 2006, pp. 17--20


Automatic extraction of physiological features from vibro-acoustic heart signals: correlation with echo-doppler
G Amit, N Gavriely, J Lessick, N Intrator
Computers in Cardiology 2005, pp. 299--302

Real-Time H. 264 Encoding by Thread-Level Parallelism: Gains and Pitfalls.
Guy Amit, Adi Pinhas
17th IASTED International Conference on Parallel and Distributed Computing and Systems (PDCS), pp. 254--259, 2005