Tanveer F. Syeda-Mahmood
Orcid: 0000-0003-0059-3208Affiliations:
- IBM Almaden Research Center, San Jose, USA
- Xerox Webster Research Center, New York, USA (former)
- Massachusetts Institute of Technology, Cambridge, MA, USA (PhD 1993)
According to our database1,
Tanveer F. Syeda-Mahmood
authored at least 178 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to content-based image and video indexing and retrieval".
Timeline
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Online presence:
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Bibliography
2024
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects.
Int. J. Comput. Vis., September, 2024
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology.
Nat. Mac. Intell., 2024
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond.
Medical Image Anal., 2024
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations.
CoRR, 2024
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction.
Artif. Intell. Medicine, 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
2023
Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology.
CoRR, 2023
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction.
Proceedings of the Machine Learning for Multimodal Healthcare Data, 2023
HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study.
Proceedings of the Applications of Medical Artificial Intelligence, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Image-Based Soil Organic Carbon Remote Sensing from Satellite Images with Fourier Neural Operator and Structural Similarity.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.
Frontiers Digit. Health, 2022
CoRR, 2022
Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Searching for Fine-Grained Queries in Radiology Reports Using Similarity-Preserving Contrastive Embedding.
Proceedings of the Machine Learning for Healthcare Conference, 2022
Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Spatially-Preserving Flattening for Location-Aware Classification of Findings in Chest X-Rays.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the AMIA 2022, 2022
2021
Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion.
CoRR, 2021
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics.
CoRR, 2021
Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Multiview and multiclass image segmentation using deep learning in fetal echocardiography.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA.
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020
Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
Proceedings of the AMIA 2020, 2020
Proceedings of the AMIA 2020, 2020
Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection.
Proceedings of the AMIA 2020, 2020
2019
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-rays.
CoRR, 2019
Automatic identification of coronary arteries and viewpoints in 2D x-ray angiography using deep learning (Conference Presentation).
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Body part and imaging modality classification for a general radiology cognitive assistant.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Building a Benchmark Dataset and Classifiers for Sentence-Level Findings in AP Chest X-Rays.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Boosting the Rule-Out Accuracy of Deep Disease Detection Using Class Weight Modifiers.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
2018
Building medical image classifiers with very limited data using segmentation networks.
Medical Image Anal., 2018
Fast anatomy segmentation by combining coarse scale multi-atlas label fusion with fine scale corrective learning.
Comput. Medical Imaging Graph., 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Chest x-ray generation and data augmentation for cardiovascular abnormality classification.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Bimodal Network Architectures for Automatic Generation of Image Annotation from Text.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Automated volumetric lung segmentation of thoracic CT images using fully convolutional neural network.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Saliency U-Net: A regional saliency map-driven hybrid deep learning network for anomaly segmentation.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Rapid annotation of 3D medical imaging datasets using registration-based interpolation and adaptive slice selection.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Echocardiography segmentation based on a shape-guided deformable model driven by a fully convolutional network prior.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Detecting anomalies from echocardiography using multi-view regression of clinical measurements.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Universal multi-modal deep network for classification and segmentation of medical images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
A Multi-atlas Approach to Region of Interest Detection for Medical Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Fast anatomy segmentation by combining low resolution multi-atlas label fusion with high resolution corrective learning: An experimental study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Automatic labeling of continuous wave Doppler images based on combined image and sentence networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016
Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
A Cross-Modality Neural Network Transform for Semi-automatic Medical Image Annotation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, 2016
A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the AMIA 2016, 2016
2015
IBM J. Res. Dev., 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
An experimental study on combining the auto-context model with corrective learning for canine LEG muscle segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Functional Imaging and Modeling of the Heart, 2015
2014
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Discriminating normal and abnormal left ventricular shapes in four-chamber view 2D echocardiography.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Automatic detection of coronary stenosis in X-ray angiography through spatio-temporal tracking.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Computing in Cardiology, CinC 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Complex local phase based subjective surfaces (CLAPSS) and its application to DIC red blood cell image segmentation.
Neurocomputing, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
PSAR: Predictive space aggregated regression and its application in valvular heart disease classification.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Functional Imaging and Modeling of the Heart, 2013
Proceedings of the AMIA 2013, 2013
2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Automatic classification of images of an angiography sequence using modified shape context-based spatial pyramid kernels.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Local complex phase based level set and its application to DIC red blood cell segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Pyramid Histograms of Motion Context with Application to Angiogram Video Classification.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics.
Proceedings of the MEDINFO 2010, 2010
Proceedings of the ACM International Health Informatics Symposium, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Guest Editors' Introduction to the Special Section on Award Winning Papers from the IEEE CS Conference on Computer Vision and Pattern Recognition (CVPR).
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
Multi-fiber Reconstruction from DW-MRI Using a Continuous Mixture of Hyperspherical von Mises-Fisher Distributions.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Echocardiogram view classification using edge filtered scale-invariant motion features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the Computer Vision, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
2007
Characterizing Spatio-temporal Patterns for Disease Discrimination in Cardiac Echo Videos.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006
Proceedings of the Semantic Web Services, Processes and Applications, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition.
Proceedings of the Proceedings, 2006
2005
Proceedings of the 14th international conference on World Wide Web, 2005
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005
2004
Comput. Vis. Image Underst., 2004
Proceedings of the 13th international conference on World Wide Web, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2002
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
Learning video browsing behavior and its application in the generation of video previews.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
Proceedings of the IEEE Workshop on Detection and Recognition of Events in Video, 2001
2000
Signal Process. Image Commun., 2000
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
IEEE Trans. Pattern Anal. Mach. Intell., 1999
Comput. Vis. Image Underst., 1999
Location hashing: an efficient indexing method for locating object queries in image databases.
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999
Multimedia access and retrieval: the state of the art and future directions (panel session).
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
Locating Indexing Structures in Engineering Drawing Databases Using Location Hashing.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Proceedings of the Fourteenth International Conference on Data Engineering, 1998
Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases, 1998
1997
Multim. Tools Appl., 1997
Comput. Vis. Image Underst., 1997
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997
Proceedings of the International Conference on Multimedia Computing and Systems, 1997
1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Proceedings of the Storage and Retrieval for Image and Video Databases III, 1995
1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
Proceedings of the British Machine Vision Conference, 1993