Morteza Babaie

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 59

Top Topics

Invariant Representations

Histopathology Images

Top Venues

Publications

Sobhan Hemati, Shivam Kalra, Morteza Babaie, Hamid R. Tizhoosh
Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search. Comput. Biol. Medicine 162 (2023)
Benyamin Ghojogh, Morteza Babaie
On Philomatics and Psychomatics for Combining Philosophy and Psychology with Mathematics. CoRR (2023)
Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, Adrian Batten, Soma Sikdar, Hamid R. Tizhoosh
Composite Biomarker Image for Advanced Visualization in Histopathology. EMBC (2023)
Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, Hamid R. Tizhoosh
Immunohistochemistry Biomarkers-Guided Image Search for Histopathology. CoRR (2023)
Seyedeh Maryam Hosseini, Abubakr Shafique, Morteza Babaie, Hamid R. Tizhoosh
Class-imbalanced Unsupervised and Semi-Supervised Domain Adaptation for Histopathology Images. EMBC (2023)
Kimia Hemmatirad, Morteza Babaie, Jeffrey Hodgin, Liron Pantanowitz, Hamid R. Tizhoosh
An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO. CoRR (2023)
Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, Adrian Batten, Soma Sikdar, Hamid R. Tizhoosh
Composite Biomarker Image for Advanced Visualization in Histopathology. CoRR (2023)
Abubakr Shafique, Morteza Babaie, Ricardo Gonzalez, Hamid R. Tizhoosh
Immunohistochemistry Biomarkers-Guided Image Search for Histopathology. EMBC (2023)
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
Proportionally Fair Hospital Collaborations in Federated Learning of Histopathology Images. IEEE Trans. Medical Imaging 42 (7) (2023)
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images. CoRR (2022)
Sobhan Hemati, Shivam Kalra, Morteza Babaie, Hamid R. Tizhoosh
Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search. CoRR (2022)
Seyedeh Maryam Hosseini, Milad Sikaroudi, Morteza Babaie, Hamid R. Tizhoosh
Cluster Based Secure Multi-party Computation in Federated Learning for Histopathology Images. DeCaF/FAIR@MICCAI (2022)
Maral Rasoolijaberi, Morteza Babaie, Abtin Riasatian, Sobhan Hemati, Parsa Ashrafi, Ricardo Gonzalez, Hamid R. Tizhoosh
Multi-Magnification Image Search in Digital Pathology. IEEE J. Biomed. Health Informatics 26 (9) (2022)
Kimia Hemmatirad, Morteza Babaie, Mehdi Afshari, Danial Maleki, Mahjabin Saiadi, Hamid R. Tizhoosh
Quality Control of Whole Slide Images using the YOLO Concept. ICHI (2022)
S. Maryam Hosseini, Morteza Babaie, Hamid R. Tizhoosh
Learning Similarity via Subjective Evaluations and Deep Features of Histopathology Images. BIBE (2021)
Abubakr Shafique, Morteza Babaie, Mahjabin Sajadi, Adrian Batten, Soma Skdar, Hamid R. Tizhoosh
Automatic Multi-Stain Registration of Whole Slide Images in Histopathology. EMBC (2021)
Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides. Medical Image Anal. 70 (2021)
Sobhan Hemati, Mohammad Hadi Mehdizavareh, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
A Simple Supervised Hashing Algorithm Using Projected Gradient and Oppositional Weights. ICIP (2021)
Sobhan Hemati, Shivam Kalra, Cameron Meaney, Morteza Babaie, Ali Ghodsi, Hamid R. Tizhoosh
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning. MIDL (2021)
Sobhan Shafiei, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings. CoRR (2021)
Abubakr Shafique, Morteza Babaie, Mahjabin Sajadi, Adrian Batten, Soma Skdar, Hamid R. Tizhoosh
Automatic Multi-Stain Registration of Whole Slide Images in Histopathology. CoRR (2021)
Morteza Babaie, Hany Kashani, Meghana Dinesh Kumar, Hamid R. Tizhoosh
A new Local Radon Descriptor for Content-Based Image Search. CoRR (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. CoRR (2020)
Shivam Kalra, Hamid R. Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor, Sobhan Shafiei, Morteza Babaie, Phedias Diamandis, Clinton J. V. Campbell, Liron Pantanowitz
Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. npj Digit. Medicine 3 (2020)
Morteza Babaie, Hany Kashani, Meghana Dinesh Kumar, Hamid R. Tizhoosh
A New Local Radon Descriptor for Content-Based Image Search. AIME (2020)
Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damaskinos, Hany Kashani, Hamid R. Tizhoosh
Recognizing Magnification Levels in Microscopic Snapshots. CoRR (2020)
Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damaskinos, Hany Kashani, Hamid R. Tizhoosh
Recognizing Magnification Levels in Microscopic Snapshots. EMBC (2020)
Danial Maleki, Mehdi Afshari, Morteza Babaie, Hamid R. Tizhoosh
Ink Marker Segmentation in Histopathology Images Using Deep Learning. ISVC (1) (2020)
Abtin Riasatian, Maral Rasoolijaberi, Morteza Babaie, Hamid R. Tizhoosh
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images. IJCNN (2020)
Danial Maleki, Mehdi Afshari, Morteza Babaie, Hamid R. Tizhoosh
Ink Marker Segmentation in Histopathology Images Using Deep Learning. CoRR (2020)
Arash Ebrahimian, Hossein Mohammadi, Morteza Babaie, Nima Maftoon, Hamid R. Tizhoosh
Class-Aware Image Search for Interpretable Cancer Identification. IEEE Access 8 (2020)
Abtin Riasatian, Maral Rasoolijaberi, Morteza Babaie, Hamid R. Tizhoosh
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images. CoRR (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. AIME (2020)
Hamid R. Tizhoosh, Shivam Kalra, Shalev Lifshitz, Morteza Babaie
Subtractive Perceptrons for Learning Images: A Preliminary Report. CoRR (2019)
Wafa Chenni, Habib Herbi, Morteza Babaie, Hamid R. Tizhoosh
Patch Clustering for Representation of Histopathology Images. CoRR (2019)
Hamid R. Tizhoosh, Shivam Kalra, Shalev Lifshitz, Morteza Babaie
Subtractive Perceptrons for Learning Images: A Preliminary Report. IPTA (2019)
Shivam Kalra, Hamid R. Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor, Sobhan Shafiei, Morteza Babaie, Phedias Diamandis, Clinton J. V. Campbell, Liron Pantanowitz
Pan-Cancer Diagnostic Consensus Through Searching Archival Histopathology Images Using Artificial Intelligence. CoRR (2019)
Morteza Babaie, Hamid R. Tizhoosh
Deep Features for Tissue-Fold Detection in Histopathology Images. CoRR (2019)
Wafa Chenni, Habib Herbi, Morteza Babaie, Hamid R. Tizhoosh
Patch Clustering for Representation of Histopathology Images. ECDP (2019)
Morteza Babaie, Hamid R. Tizhoosh
Deep Features for Tissue-Fold Detection in Histopathology Images. ECDP (2019)
Hamed Erfankhah, Mehran Yazdi, Morteza Babaie, Hamid R. Tizhoosh
Heterogeneity-Aware Local Binary Patterns for Retrieval of Histopathology Images. IEEE Access 7 (2019)
Amin Khatami, Morteza Babaie, Abbas Khosravi, Hamid R. Tizhoosh, Saeid Nahavandi
Parallel deep solutions for image retrieval from imbalanced medical imaging archives. Appl. Soft Comput. 63 (2018)
Meghana Dinesh Kumar, Morteza Babaie, Hamid R. Tizhoosh
Deep Barcodes for Fast Retrieval of Histopathology Scans. IJCNN (2018)
Dhruv Sharma, Sarim Zafar, Morteza Babaie, Hamid R. Tizhoosh
Facial Recognition with Encoded Local Projections. SSCI (2018)
Meghana Dinesh Kumar, Morteza Babaie, Hamid R. Tizhoosh
Deep Barcodes for Fast Retrieval of Histopathology Scans. CoRR (2018)
Amin Khatami, Morteza Babaie, Hamid R. Tizhoosh, Abbas Khosravi, Thanh Nguyen, Saeid Nahavandi
A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval. Expert Syst. Appl. 100 (2018)
Hamid R. Tizhoosh, Morteza Babaie
Representing Medical Images With Encoded Local Projections. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Dhruv Sharma, Sarim Zafar, Morteza Babaie, Hamid R. Tizhoosh
Facial Recognition with Encoded Local Projections. CoRR (2018)
Brady Kieffer, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks. CoRR (2017)
Morteza Babaie, Hamid R. Tizhoosh, Shujin Zhu, Mohammad Ebrahim Shiri
Retrieving Similar X-ray Images from Big Image Data using Radon Barcodes with Single Projections. ICPRAM (2017)
Amin Khatami, Morteza Babaie, Abbas Khosravi, Hamid R. Tizhoosh, Syed Moshfeq Salaken, Saeid Nahavandi
A deep-structural medical image classification for a Radon-based image retrieval. CCECE (2017)
Morteza Babaie, Hamid R. Tizhoosh, Amin Khatami, Mohammad Ebrahim Shiri
Local Radon Descriptors for Image Search. CoRR (2017)
Brady Kieffer, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Convolutional neural networks for histopathology image classification: Training vs. Using pre-trained networks. IPTA (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CoRR (2017)
Morteza Babaie, Hamid R. Tizhoosh, Shujin Zhu, Mohammad Ebrahim Shiri
Retrieving Similar X-Ray Images from Big Image Data Using Radon Barcodes with Single Projections. CoRR (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CVPR Workshops (2017)
Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, Hamid R. Tizhoosh
A comparative study of CNN, BoVW and LBP for classification of histopathological images. SSCI (2017)
Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, Hamid R. Tizhoosh
A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images. CoRR (2017)
Morteza Babaie, Hamid R. Tizhoosh, Amin Khatami, Mohammad Ebrahim Shiri
Local radon descriptors for image search. IPTA (2017)