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Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study


Jan 17, 2023
Sajith Rajapaksa, Jean Marie Uwabeza Vianney, Renell Castro, Farzad Khalvati, Shubhra Aich

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A Comprehensive Study of Radiomics-based Machine Learning for Fibrosis Detection


Nov 25, 2022
Jay J. Yoo, Khashayar Namdar, Chris McIntosh, Farzad Khalvati, Patrik Rogalla

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Automating Cobb Angle Measurement for Adolescent Idiopathic Scoliosis using Instance Segmentation


Nov 25, 2022
Chaojun Chen, Khashayar Namdar, Yujie Wu, Shahob Hosseinpour, Manohar Shroff, Andrea S. Doria, Farzad Khalvati

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A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images


Nov 10, 2022
Jay J. Yoo, Khashayar Namdar, Matthias W. Wagner, Liana Nobre, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati

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Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models


Nov 09, 2022
Sajith Rajapaksa, Farzad Khalvati

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* Accepted in Medical Imaging meets NeurIPS Workshop NeurIPS 2022 

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Tumor-location-guided CNNs for Pediatric Low-grade Glioma Molecular Biomarker Classification Using MRI


Oct 13, 2022
Khashayar Namdar, Matthias W. Wagner, Kareem Kudus, Cynthia Hawkins, Uri Tabori, Brigit Ertl-Wagner, Farzad Khalvati

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Introducing Vision Transformer for Alzheimer's Disease classification task with 3D input


Oct 03, 2022
Zilun Zhang, Farzad Khalvati

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Superpixel Generation and Clustering for Weakly Supervised Brain Tumor Segmentation in MR Images


Sep 20, 2022
Jay J. Yoo, Khashayar Namdar, Farzad Khalvati

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Minimizing the Effect of Noise and Limited Dataset Size in Image Classification Using Depth Estimation as an Auxiliary Task with Deep Multitask Learning


Aug 22, 2022
Khashayar Namdar, Partoo Vafaeikia, Farzad Khalvati

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Using Multi-modal Data for Improving Generalizability and Explainability of Disease Classification in Radiology


Jul 29, 2022
Pranav Agnihotri, Sara Ketabi, Khashayar, Namdar, Farzad Khalvati

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