Hamid R. Tizhoosh
Orcid: 0000-0001-5488-601X
According to our database1,
Hamid R. Tizhoosh
authored at least 220 papers
between 1997 and 2024.
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Bibliography
2024
Evolutionary multi-objective design of autoencoders for compact representation of histopathology whole slide images.
Comput. Oper. Res., February, 2024
Personalized 2D Binary Patient Codes of Tissue Images and Immunogenomic Data Through Multimodal Self-Supervised Fusion.
CoRR, 2024
Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models.
CoRR, 2024
A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Comput. Biol. Medicine, November, 2023
Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search.
Comput. Biol. Medicine, August, 2023
Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images.
IEEE Trans. Evol. Comput., February, 2023
Proportionally Fair Hospital Collaborations in Federated Learning of Histopathology Images.
IEEE Trans. Medical Imaging, 2023
CoRR, 2023
Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection.
CoRR, 2023
A Preliminary Investigation into Search and Matching for Tumour Discrimination in WHO Breast Taxonomy Using Deep Networks.
CoRR, 2023
CoRR, 2023
Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'.
CoRR, 2023
Ranking loss and sequestering learning for reducing image search bias in histopathology.
Appl. Soft Comput., 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
ALFA - Leveraging All Levels of Feature Abstraction for Enhancing the Generalization of Histopathology Image Classification Across Unseen Hospitals.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Class-imbalanced Unsupervised and Semi-Supervised Domain Adaptation for Histopathology Images.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Automated bone marrow cytology using deep learning to generate a histogram of cell types.
Dataset, March, 2022
IEEE J. Biomed. Health Informatics, 2022
Beyond neighbourhood-preserving transformations for quantization-based unsupervised hashing.
Pattern Recognit. Lett., 2022
Comput. Vis. Image Underst., 2022
Learning to Predict RNA Sequence Expressions from Whole Slide Images with Applications for Search and Classification.
CoRR, 2022
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology.
Artif. Intell. Medicine, 2022
LILE: Look In-Depth before Looking Elsewhere - A Dual Attention Network using Transformers for Cross-Modal Information Retrieval in Histopathology Archives.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Cluster Based Secure Multi-party Computation in Federated Learning for Histopathology Images.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.
Medical Image Anal., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
A Simple Supervised Hashing Algorithm Using Projected Gradient and Oppositional Weights.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Analysis of Language Embeddings for Classification of Unstructured Pathology Reports.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Learning Similarity via Subjective Evaluations and Deep Features of Histopathology Images.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
2020
Class-Agnostic Weighted Normalization of Staining in Histopathology Images Using a Spatially Constrained Mixture Model.
IEEE Trans. Medical Imaging, 2020
Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence.
npj Digit. Medicine, 2020
<i>Yottixel</i> - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.
Medical Image Anal., 2020
Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020
Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Studying the Effect of Digital Stain Separation of Histopathology Images on Image Search Performance.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Evaluating the Predictability of Cancer Types from 536 Somatic Mutations: A New Dataset.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the Artificial Intelligence in Medicine, 2020
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images.
Proceedings of the Artificial Intelligence in Medicine, 2020
Proceedings of the Artificial Intelligence in Medicine, 2020
2019
Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.
CoRR, 2019
A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections.
CoRR, 2019
IEEE Access, 2019
Proceedings of the Ninth International Conference on Image Processing Theory, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
A Compact Representation of Histopathology Images Using Digital Stain Separation and Frequency-Based Encoded Local Projections.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Proceedings of the Digital Pathology - 15th European Congress, 2019
Proceedings of the Digital Pathology - 15th European Congress, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
IEEE Trans. Biomed. Eng., 2018
J. Vis. Commun. Image Represent., 2018
A sequential search-space shrinking using CNN transfer learning and a Radon projection pool for medical image retrieval.
Expert Syst. Appl., 2018
Parallel deep solutions for image retrieval from imbalanced medical imaging archives.
Appl. Soft Comput., 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
A Dataset and Preliminary Results for Umpire Pose Detection Using SVM Classification of Deep Features.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018
Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018
2017
Appl. Soft Comput., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
A comparative study of CNN, BoVW and LBP for classification of histopathological images.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Combining real-valued and binary Gabor-Radon features for classification and search in medical imaging archives.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Convolutional neural networks for histopathology image classification: Training vs. Using pre-trained networks.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Retrieving Similar X-ray Images from Big Image Data using Radon Barcodes with Single Projections.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 30th IEEE Canadian Conference on Electrical and Computer Engineering, 2017
Tumour ellipsification in ultrasound images for treatment prediction in breast cancer.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017
2016
Sequential Registration-Based Segmentation of the Prostate Gland in MR Image Volumes.
J. Digit. Imaging, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016
Tumour ROI estimation in ultrasound images via radon barcodes in patients with locally advanced breast cancer.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Generating binary tags for fast medical image retrieval based on convolutional nets and Radon Transform.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
J. Real Time Image Process., 2015
Proceedings of the 2015 International Conference on Image Processing Theory, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Medical Image Classification via SVM Using LBP Features from Saliency-Based Folded Data.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
Multi-Resolution Level Sets with Shape Priors: A Validation Report for 2D Segmentation of Prostate Gland in T2W MR Images.
J. Digit. Imaging, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2011
An Automated Neural-Fuzzy Approach to Malignant Tumor Localization in 2D Ultrasonic Images of the Prostate.
J. Digit. Imaging, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Engineering Applications of Neural Networks, 2011
Proceedings of the Artificial Intelligence Applications and Innovations, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images.
Fuzzy Sets Syst., 2010
A note on "Opposition versus randomness in soft computing techniques" [Appl. Soft Comput 8 (2) (2008) 906-918].
Appl. Soft Comput., 2010
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Visualization of hidden structures in corporate failure prediction using opposite pheromone per node model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2010
2009
Automatic Acquisition of Image Filtering and Object Extraction Procedures from Ground-Truth Samples.
J. Adv. Comput. Intell. Intell. Informatics, 2009
Appl. Soft Comput., 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Increasing Computational Redundancy of Digital Images via Multiresolutional Matching.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
Proceedings of the FUZZ-IEEE 2009, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Image Processing, 2009
An efficient architecture for hardware implementations of image processing algorithms.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence for Image Processing, 2009
2008
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Proceedings of the Oppositional Concepts in Computational Intelligence, 2008
Pattern Recognit., 2008
Inf. Sci., 2008
Expert Syst. Appl., 2008
Application of reinforcement learning for segmentation of transrectal ultrasound images.
BMC Medical Imaging, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Tradeoff between exploration and exploitation of OQ(lambda) with non-Markovian update in dynamic environments.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Comput. Math. Appl., 2007
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
J. Adv. Comput. Intell. Intell. Informatics, 2006
Image Thresholding Using Differential Evolution.
Proceedings of the 2006 International Conference on Image Processing, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Using Reinforcement Learning for Filter Fusion in Image Enhancement.
Proceedings of the IASTED International Conference on Computational Intelligence, 2005
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005
2004
Proceedings of the 1st Canadian Conference on Computer and Robot Vision (CRV 2004) 17-19 May 2004, 2004
2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Knowledge-based enhancement of megavoltage images in radiation therapy using a hybrid neuro-fuzzy system.
Image Vis. Comput., 2001
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
2000
Bildverbesserung mit Rücksicht auf das subjektive Expertenwissen unter besonderer Verwendung von Fuzzy-Ansätzen.
PhD thesis, 2000
1998
Int. J. Medical Informatics, 1998
Proceedings of the Informatik '98, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Additive Fuzzy Enhancement and an Associative Memory for Feature Tracking in Radiation Therapy Images.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
Proceedings of the Computational Intelligence, 1997
Fuzzy-Bildverarbeitung - Einführung in Theorie und Praxis.
Springer, ISBN: 978-3-540-63137-8, 1997