Nima Tajbakhsh
Orcid: 0000-0001-8614-4811
According to our database1,
Nima Tajbakhsh
authored at least 41 papers
between 2008 and 2023.
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Bibliography
2023
SciGraphQA: A Large-Scale Synthetic Multi-Turn Question-Answering Dataset for Scientific Graphs.
CoRR, 2023
MDT-Net: Multi-Domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan.
CoRR, 2022
2021
Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging.
IEEE Trans. Medical Imaging, 2021
A Location-Sensitive Local Prototype Network For Few-Shot Medical Image Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation.
IEEE Trans. Medical Imaging, 2020
Embracing imperfect datasets: A review of deep learning solutions for medical image segmentation.
Medical Image Anal., 2020
Fast and automatic segmentation of pulmonary lobes from chest CT using a progressive dense V-network.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
ErrorNet: Learning Error Representations from Limited Data to Improve Vascular Segmentation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Computer-aided detection and visualization of pulmonary embolism using a novel, compact, and discriminative image representation.
Medical Image Anal., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017
Comparing two classes of end-to-end machine-learning models in lung nodule detection and classification: MTANNs vs. CNNs.
Pattern Recognit., 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Automatic Interpretation of Carotid Intima-Media Thickness Videos Using Convolutional Neural Networks.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Medical Imaging, 2016
Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Computer-Aided Pulmonary Embolism Detection Using a Novel Vessel-Aligned Multi-planar Image Representation and Convolutional Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Automatic polyp detection in colonoscopy videos using an ensemble of convolutional neural networks.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Automatic Polyp Detection Using Global Geometric Constraints and Local Intensity Variation Patterns.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
2013
Mach. Vis. Appl., 2013
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
2011
Automated Detection of Major Thoracic Structures with a Novel Online Learning Method.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
2010
EURASIP J. Adv. Signal Process., 2010
2009
Proceedings of the Advances in Biometrics, Third International Conference, 2009
Proceedings of the Biometric ID Management and Multimodal Communication, 2009
2008
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the 11th International Conference on Information Fusion, 2008