Ayelet Akselrod-Ballin  Ayelet Akselrod-Ballin photo       

contact information

Medical Imaging Research & Technology Lead
Haifa Research Lab, Haifa, Israel



Deep Learning for Automatic Detection of Abnormal Findings in Breast Mammography,
A. Akselrod-Ballin, L. Karlinsky, A. Hazan, R. Bakalo, E. Barkan, A. Ben-Horesh,

A CNN based Method for Mass Detection and Classification in Breast Mammography,
A. Akselrod-Ballin, L. Karlinsky, S. Alpert, S. Hasoul, E. Barkan,
Comp. in Bio. and Bio. Eng. Imag. & Vis. , 2017

Domain Specific Convolutional Neural Nets for Detection of Architectural Distortion in Mammograms
Rami Ben-Ari, Ayelet Akselrod Ballin, Leonid Karlinsky, Sharbel Hashoul,
ISBI, 2017

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 and P. Kisilev,
EG VCBM, 2017


A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
Ayelet Akselrod-Ballin, Leonid. Karlinsky, Sharon Alpert, Sharbell Hasoul, Rami Ben-Ari, Ella Barkan

Multimodal Correlative Preclinical Whole Body Imaging and Segmentation.
Akselrod-Ballin A, Dafni H, Addadi Y, Biton I, Avni R, Brenner Y, Neeman M.
Nature Scientific Reports , 2016


MRI-derived Oxygen-Hemoglobin Dissociation Curves and Feto-Placental Oxygen-Hemoglobin Affinities,
R Avni, O Golani, A Akselrod-Ballin, Y Cohen, I Biton, J R Garbow, M Neeman,
Radiology, 2015


Sequence alignment of in-utero fetal tissue MRI in mice,
A Akselrod-Ballin, R Avni, M Neeman,
IEEE 11th International Symposium on Biomedical Imaging (ISBI),, 2014


Registration of Small Animal Mutli-modal Imaging
A. Akselrod-Ballin, H. Dafni, Y. Addadi, R. Avni, I. Biton, R. Greenman, T. Raz and M. Neeman
World Molecular Im., 2011

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


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, A Brandt,
IEEE Transactions on Biomedical Engineering 56 (10), 2461-2469, 2009

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

Improved registration for large electron microscopy images
A Akselrod-Ballin, D Bock, RC Reid, SK Warfield,
IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI) , 2009

Accelerating feature based registration using the johnson-lindenstrauss lemma,
A Akselrod-Ballin, D Bock, RC Reid, SK Warfield,
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2009

Apoptosis Imaging in clinical trials: Dynamic Pet studies with 18F-ML-10,
A. Shirvan, A Allen, A Steinmetz, A. Reshef, A. Akselrod-Ballin, J. Hoglund, B. Langstrom, A. W, G. Antoni, A. Ringheim, and I Ziv.
European Association of Nuclear Medicine (EANM), 2009


Distinctive and compact features,
A Akselrod-Ballin, S Ullman,
Image and Vision Computing, 26(9), 1269-1276, 2008

Monitoring of Tumor Response to Therapy by 18F-ML-10, a Novel Small-molecule PET Tracer for Apoptosis: From Pre-clinical to Clinical Studies.
A. Shirvan, H. Grimberg, G. Levin, A. Cohen, A. Reshef, A. Akselrod-Ballin, A. M. Allen, E. Fenig, A. Steinmetz, D. Groshar, E. Inbar, Y. Kundel, E. Mishani, and I. Ziv
Intl conf. on Molecular Diagnostics in Cancer Therapeutic Development, 2008


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


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 Intervention (MICCAI), 2006

Dynamic Monitoring of the Rat Uterus using 3D Automatic Segmentation
E. Eyal, A. Akselrod-Ballin, M. Galun, E. Furman-Haran, C. Gunanathan, R. Basri, D. Milstein, A. Brandt, and H. Degani
Intl Soc. for MR in Medicine (ISMRM), 2006

3D Automatic Segmentation of MR Images Applied to the Rat Uterus
A. Akselrod-Ballin, E. Eyal, M. Galun, E. Furman-Haran, J. M. Gomori, R. Basri, H. Degani, and A. Brandt
The Intl Soc. for Optical Engineering Conf. (SPIE) on MI, 2006

An integrated segmentation and classification approach applied to multiple sclerosis analysis
A Akselrod-Ballin, M Galun, R Basri, A Brand, MJ Gomori, M Filippi,
Computer Vision and Pattern Recognition, IEEE Computer Society , 2006

Technical Areas