Michal Amitai

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 15

Top Topics

Image Classification

Lesion Detection

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Avi Ben-Cohen, Eyal Klang, Ariel Kerpel, Eli Konen, Michal Amitai, Hayit Greenspan
Fully convolutional network and sparsity-based dictionary learning for liver lesion detection in CT examinations. Neurocomputing 275 (2018)
Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification. CoRR (2018)
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification. CoRR (2018)
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification. Neurocomputing 321 (2018)
Evgeny Bal, Eyal Klang, Michal Amitai, Hayit Greenspan
Automatic liver volume segmentation and fibrosis classification. Medical Imaging: Computer-Aided Diagnosis (2018)
Maayan Frid-Adar, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
Synthetic data augmentation using GAN for improved liver lesion classification. ISBI (2018)
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
Modeling the Intra-class Variability for Liver Lesion Detection Using a Multi-class Patch-Based CNN. Patch-MI@MICCAI (2017)
Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan
Modeling the Intra-class Variability for Liver Lesion Detection using a Multi-class Patch-based CNN. CoRR (2017)
Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Amitai, Hayit Greenspan
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. SASHIMI@MICCAI (2017)
Idit Diamant, Eyal Klang, Michal Amitai, Eli Konen, Jacob Goldberger, Hayit Greenspan
Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification. IEEE Trans. Biomed. Eng. 64 (6) (2017)
Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Amitai, Hayit Greenspan
Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. CoRR (2017)
Idit Diamant, Assaf Hoogi, Christopher F. Beaulieu, Mustafa Safdari, Eyal Klang, Michal Amitai, Hayit Greenspan, Daniel L. Rubin
Improved Patch-Based Automated Liver Lesion Classification by Separate Analysis of the Interior and Boundary Regions. IEEE J. Biomed. Health Informatics 20 (6) (2016)
Avi Ben-Cohen, Eyal Klang, Michal Amitai, Hayit Greenspan
Sparsity-based liver metastases detection using learned dictionaries. ISBI (2016)
Avi Ben-Cohen, Idit Diamant, Eyal Klang, Michal Amitai, Hayit Greenspan
Fully Convolutional Network for Liver Segmentation and Lesions Detection. LABELS/DLMIA@MICCAI (2016)
Idit Diamant, Jacob Goldberger, Eyal Klang, Michal Amitai, Hayit Greenspan
Multi-phase liver lesions classification using relevant visual words based on mutual information. ISBI (2015)
Avi Ben-Cohen, Idit Diamant, Eyal Klang, Michal Amitai, Hayit Greenspan
Automatic detection and segmentation of liver metastatic lesions on serial CT examinations. Medical Imaging: Computer-Aided Diagnosis (2014)