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Ayelet Akselrod-Ballin, PhD
Ayelet Akselrod-Ballin, PhD
VP R&D - Zebra Medical Research
No verified email - Homepage
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Cited by
Cited by
Year
Small-molecule biomarkers for clinical PET imaging of apoptosis
A Reshef, A Shirvan, A Akselrod-Ballin, A Wall, I Ziv
Journal of Nuclear Medicine 51 (6), 837-840, 2010
1282010
A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
A Akselrod-Ballin, L Karlinsky, S Alpert, S Hasoul, R Ben-Ari, E Barkan
Deep Learning and Data Labeling for Medical Applications, 197-205, 2016
1242016
Automatic segmentation and classification of multiple sclerosis in multichannel MRI
A Akselrod-Ballin, M Galun, JM Gomori, M Filippi, P Valsasina, R Basri, ...
IEEE transactions on biomedical engineering 56 (10), 2461-2469, 2009
952009
Predicting Breast Cancer by Applying Deep Learning to Linked Health Records and Mammograms
A Akselrod-Ballin*, M Chorev*, Y Shoshan, A Spiro, A Hazan, R Melamed, ...
Radiology 292 (2), 2019
782019
Atlas guided identification of brain structures by combining 3D segmentation and SVM classification
A Akselrod-Ballin, M Galun, MJ Gomori, R Basri, A Brandt
International Conference on Medical Image Computing and Computer-Assisted …, 2006
662006
Prior knowledge driven multiscale segmentation of brain MRI
A Akselrod-Ballin, M Galun, JM Gomori, A Brandt, R Basri
International Conference on Medical Image Computing and Computer-Assisted …, 2007
502007
An integrated segmentation and classification approach applied to multiple sclerosis analysis
A Akselrod-Ballin, M Galun, R Basri, A Brandt, MJ Gomori, M Filippi, ...
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
502006
Deep learning for automatic detection of abnormal findings in breast mammography
A Akselrod-Ballin, L Karlinsky, A Hazan, R Bakalo, AB Horesh, Y Shoshan, ...
Deep learning in medical image analysis and multimodal learning for clinical …, 2017
402017
Integrated segmentation and classification approach applied to medical applications analysis
A Brandt, M Galun, RE Basri, A Akselrod-Ballin, MJ Gomori
US Patent App. 12/159,668, 2006
38*2006
Domain specific convolutional neural nets for detection of architectural distortion in mammograms
R Ben-Ari, A Akselrod-Ballin, L Karlinsky, S Hashoul
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
312017
MR imaging–derived oxygen-hemoglobin dissociation curves and fetal-placental oxygen-hemoglobin affinities
R Avni, O Golani, A Akselrod-Ballin, Y Cohen, I Biton, JR Garbow, ...
Radiology 280 (1), 68, 2016
312016
A CNN Based Method for Automatic Mass Detection and Classification in Mammograms
A Akselrod-Ballin, L Karlinsky, S Alpert, S Hashoul, R Ben-Ari, E Barkan
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2017
252017
Mammogram Classification and Abnormality Detection from Nonlocal Labels using Deep Multiple Instance Neural Network
Y Choukroun, R Bakalo, R Ben-Ari, A Akselrod-Ballin, E Barkan, P Kisilev
EG VCBM - The Eurographics Association, 2017
212017
Accelerating image registration with the Johnson–Lindenstrauss Lemma: Application to imaging 3-D neural ultrastructure with electron microscopy
A Akselrod-Ballin, D Bock, RC Reid, SK Warfield
IEEE transactions on medical imaging 30 (7), 1427-1438, 2011
212011
Multimodal Correlative Preclinical Whole Body Imaging and Segmentation.
A Akselrod-Ballin, H Dafni, Y Addadi, I Biton, R Avni, Y Brenner, ...
Scientific Reports,Nature, 6, 2016
202016
Nearly automatic motion capture system for tracking octopus arm movements in 3D space
I Zelman, M Galun, A Akselrod-Ballin, Y Yekutieli, B Hochner, T Flash
Journal of Neuroscience Methods 182 (1), 97-109, 2009
162009
System and method for detection and classification of findings in images
A Akselrod-Ballin, L Karlinsky
US Patent 10,223,610, 2019
152019
Image registration methods and apparatus using random projections
S Warfield, A Akselrod-Ballin
US Patent 8,867,836, 2014
152014
Systems and methods for automatic detection of an indication of abnormality in an anatomical image
A Akselrod-Ballin, R Bakalo, R Ben-Ari, Y Choukroun, P Kisilev
US Patent 10,878,569, 2020
132020
Systems and user interfaces for enhancement of data utilized in machine-learning based medical image review
A Zlotnick, A Akselrod-Ballin, MA Reicher, S Ravid
US Patent App. 15/831,117, 2019
122019
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