Hamarneh, Ghassan
- Deep Semantic Segmentation of Natural and Medical Images: A Review
2019/10/16 by Taghanaki, Saeid Asgari, Abhishek, Kumar, Cohen, Joseph Paul +2 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Missing MRI Pulse Sequence Synthesis using Multi-Modal Generative\n Adversarial Network
2019/04/27 by Anmol Sharma, Sharma, Anmol, Ghassan Hamarneh +1 · 10 citations
Computer Science · #Image and Signal Denoising Methods #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
- Combo Loss: Handling Input and Output Imbalance in Multi-Organ\n Segmentation
2018/05/07 by Saeid Asgari Taghanaki, Taghanaki, Saeid Asgari, Yefeng Zheng +13 · 6 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- MaskTune: Mitigating Spurious Correlations by Forcing to Explore
2022/09/30 by Taghanaki, Saeid Asgari, Khani, Aliasghar, Khani, Fereshte +4 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
2022/08/29 by Arezou Pakzad, Pakzad, Arezou, Kumar Abhishek +3 · 4 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Skin Protection and Aging
- Why is plausibility surprisingly problematic as an XAI criterion?
2023/03/30 by Weina Jin, Jin, Weina, Xiaoxiao Li +3 · 4 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images
2021/07/11 by Jin, Weina, Li, Xiaoxiao, Hamarneh, Ghassan · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI
2019/10/22 by Aslani, Shahab, Murino, Vittorio, Dayan, Michael +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Deep Multimodal Guidance for Medical Image Classification
2022/03/10 by Mallya, Mayur, Hamarneh, Ghassan · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BiasPruner: Debiased Continual Learning for Medical Image Classification
2024/07/11 by Bayasi, Nourhan, Fayyad, Jamil, Bissoto, Alceu +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets
2023/07/05 by Du, Siyi, Bayasi, Nourhan, Hamarneh, Ghassan +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- D-LEMA: Deep Learning Ensembles from Multiple Annotations -- Application to Skin Lesion Segmentation
2020/12/14 by Mirikharaji, Zahra, Abhishek, Kumar, Izadi, Saeed +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- SLiMe: Segment Like Me
2023/09/06 by Aliasghar Khani, Saeid Asgari Taghanaki, Khani, Aliasghar +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- Star Shape Prior in Fully Convolutional Networks for Skin Lesion\n Segmentation
2018/06/21 by Zahra Mirikharaji, Ghassan Hamarneh, Mirikharaji, Zahra +1 · 1 citation
Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection
- A Kernelized Manifold Mapping to Diminish the Effect of Adversarial\n Perturbations
2019/03/03 by Saeid Asgari Taghanaki, Taghanaki, Saeid Asgari, Kumar Abhishek +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning to Segment Skin Lesions from Noisy Annotations
2019/06/10 by Mirikharaji, Zahra, Yan, Yiqi, Hamarneh, Ghassan · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AFreeCA: Annotation-Free Counting for All
2024/03/07 by Adriano D’Alessandro, D'Alessandro, Adriano, Ali Mahdavi‐Amiri +3 · 2 citations
Computer Science · #Machine Learning in Healthcare #Time Series Analysis and Forecasting #Generative Adversarial Networks and Image Synthesis
- Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images
2020/03/23 by Abhishek, Kumar, Hamarneh, Ghassan, Drew, Mark S. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SMITE: Segment Me In TimE
2024/10/24 by Alimohammadi, Amirhossein, Nag, Sauradip, Taghanaki, Saeid Asgari +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning
2022/08/22 by Du, Siyi, Hers, Ben, Bayasi, Nourhan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
2023/07/26 by Du, Siyi, Bayasi, Nourhan, Hamarneh, Ghassan +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images
2023/05/22 by Sinha, Ashish, Kawahara, Jeremy, Pakzad, Arezou +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields
2024/03/13 by Ashish Sinha, Sinha, Ashish, Ghassan Hamarneh +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
- EUCA: the End-User-Centered Explainable AI Framework
2021/02/04 by Jin, Weina, Fan, Jianyu, Gromala, Diane +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)