​
Login / Signup
Michal Amitai
Publication Activity (10 Years)
Years Active: 2014-2018
Publications (10 Years): 14
Top Topics
Image Classification
Lesion Detection
Visual Words
Pet Images
Top Venues
CoRR
ISBI
Medical Imaging: Computer-Aided Diagnosis
Neurocomputing
</>
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)