Ayelet Akselrod-Ballin, PhD
Ayelet Akselrod-Ballin, PhD
VP R&D - Zebra Medical Research
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Cited by
Cited by
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
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
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
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
Atlas guided identification of brain structures by combining 3D segmentation and SVM classification
A Akselrod-Ballin, M Galun, MJ Gomori, R Basri, A Brandt
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2006: 9th …, 2006
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
Prior knowledge driven multiscale segmentation of brain MRI
A Akselrod-Ballin, M Galun, JM Gomori, A Brandt, R Basri
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2007: 10th …, 2007
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
System and method for detection and classification of findings in images
A Akselrod-Ballin, L Karlinsky
US Patent 10,223,610, 2019
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
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
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), 68-77, 2016
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
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
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
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
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
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 11,393,587, 2022
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
3D convolutional sequence to sequence model for vertebral compression fractures identification in CT
D Chettrit, T Meir, H Lebel, M Orlovsky, R Gordon, A Akselrod-Ballin, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
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