| 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 | 181 | 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 | 172 | 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 | 135 | 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 | 103 | 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 | 73 | 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 | 61 | 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 | 52 | 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 | 49 | 2006 |
| System and method for detection and classification of findings in images A Akselrod-Ballin, L Karlinsky US Patent 10,223,610, 2019 | 48 | 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 | 44 | 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 | 42* | 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 | 39 | 2016 |
| 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 | 38 | 2020 |
| 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 | 38 | 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, P Kisilev EG VCBM - The Eurographics Association, 2017 | 32 | 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 | 27 | 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 | 21 | 2011 |
| 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 | 19 | 2020 |
| 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 | 18 | 2009 |
| Image registration methods and apparatus using random projections S Warfield, A Akselrod-Ballin US Patent 8,867,836, 2014 | 15 | 2014 |
Ella BarkanIBM ResearchVerified email at il.ibm.com
