Sara Hosseinzadeh Kassani

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 22

Top Topics

Cancer Diagnosis

Transfer Learning

Convolutional Neural Networks

Top Venues

Publications

Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Deep transfer learning based model for colorectal cancer histopathology segmentation: A comparative study of deep pre-trained models. Int. J. Medical Informatics 159 (2022)
Sara Hosseinzadeh Kassani, Farhood Rismanchian, Peyman Hosseinzadeh Kassani
-relevance vectors: Considering relevancy beside nearness. Appl. Soft Comput. 112 (2021)
Mayra Samaniego, Sara Hosseinzadeh Kassani, Cristian Espana, Ralph Deters
Access Control Management for Computer-Aided Diagnosis Systems using Blockchain. CoRR (2020)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Automatic Polyp Segmentation Using Convolutional Neural Networks. Canadian Conference on AI (2020)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach. CoRR (2020)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Automatic Polyp Segmentation Using Convolutional Neural Networks. CoRR (2020)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Reza Khazaeinezhad, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Diabetic Retinopathy Classification Using a Modified Xception Architecture. ISSPIT (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Breast Cancer Diagnosis with Transfer Learning and Global Pooling. ICTC (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Classification of histopathological biopsy images using ensemble of deep learning networks. CASCON (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. ICTC (2019)
Peyman Hosseinzadeh Kassani, Sara Hosseinzadeh Kassani
k-Relevance Vectors for Pattern Classification. CoRR (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification. CoRR (2019)
Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin, Ian Stavness, Mark G. Eramian
Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features. CoRR (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks. CoRR (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Depthwise Separable Convolutional Neural Network for Skin Lesion Classification. ISSPIT (2019)
Sara Mardanisamani, Farhad Maleki, Sara Hosseinzadeh Kassani, Sajith Rajapaksa, Hema Sudhakar Duddu, Menglu Wang, Steve Shirtliffe, Seungbum Ryu, Anique Josuttes, Ti Zhang, Sally Vail, Curtis Pozniak, Isobel Parkin, Ian Stavness, Mark G. Eramian
Crop Lodging Prediction From UAV-Acquired Images of Wheat and Canola Using a DCNN Augmented With Handcrafted Texture Features. CVPR Workshops (2019)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski, Kevin A. Schneider, Ralph Deters
Breast Cancer Diagnosis with Transfer Learning and Global Pooling. CoRR (2019)
Sara Hosseinzadeh Kassani, Ralph Deters
Leveraging protection and efficiency of query answering in heterogenous RDF data using blockchain. CoRR (2018)
Uchi Ugobame Uchibeke, Sara Hosseinzadeh Kassani, Kevin A. Schneider, Ralph Deters
Blockchain access control Ecosystem for Big Data security. CoRR (2018)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Seyed Esmaeel Najafi
Introducing a hybrid model of DEA and data mining in evaluating efficiency. Case study: Bank Branches. CoRR (2018)
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani
Building an Ontology for the Domain of Plant Science using Protégé. CoRR (2018)
Uchi Ugobame Uchibeke, Kevin A. Schneider, Sara Hosseinzadeh Kassani, Ralph Deters
Blockchain Access Control Ecosystem for Big Data Security. iThings/GreenCom/CPSCom/SmartData (2018)