Guy Amit
Orcid: 0000-0001-8840-8809
According to our database1,
Guy Amit
authored at least 33 papers
between 2005 and 2024.
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Bibliography
2024
SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks.
CoRR, 2024
2023
Individualized network analysis reveals a link between the gut microbiome, diet intervention and Gestational Diabetes Mellitus.
PLoS Comput. Biol., 2023
2022
CoRR, 2022
Fair and accurate age prediction using distribution aware data curation and augmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Proceedings of the Business Process Management Workshops, 2022
2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 7th International Conference on Information Systems Security and Privacy, 2021
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
To Deep or Not to Deep: Comparison of Traditional and Deep Learning Models in Disease Prediction from Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Fairness Matters - A Data-Driven Framework Towards Fair and High Performing Facial Recognition Systems.
CoRR, 2020
Neural Network Representation Control: Gaussian Isolation Machines and CVC Regularization.
CoRR, 2020
2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Unsupervised clustering of mammograms for outlier detection and breast density estimation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
2017
Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Classification of breast MRI lesions using small-size training sets: comparison of deep learning approaches.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Supraventricular Tachycardia Classification in the 12-Lead ECG Using Atrial Waves Detection and a Clinically Based Tree Scheme.
IEEE J. Biomed. Health Informatics, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
2014
Atrial Electrical Activity Detection Using Linear Combination of 12-Lead ECG Signals.
IEEE Trans. Biomed. Eng., 2014
Automatic learning-based selection of beam angles in radiation therapy of lung cancer.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Int. J. Medical Eng. Informatics, 2013
2009
Automatic analysis of vibro-acoustic heart signals: combining signal processing and computational learning techniques for non-invasive evaluation and monitoring of cardiac function
PhD thesis, 2009
Biomed. Signal Process. Control., 2009
2008
Acoustic Indices of Cardiac Functionality.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2006
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
2005
Real-Time H.264 Encoding by Thread-Level Parallelism: Gains and Pitfalls.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2005