T. Syeda-Mahmood

发表

AALIM: Multimodal mining for cardiac decision support

D. Beymer, A. Amir, T. Syeda-Mahmood, 2007, 2007 Computers in Cardiology.

Learning video browsing behavior and its application in the generation of video previews

Tanveer F. Syeda-Mahmood, Dulce B. Ponceleon, D. Ponceleón, 2001, MULTIMEDIA '01.

Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Alexandros Karargyris, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Towards an Efficient Way of Building Annotated Medical Image Collections for Big Data Studies

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2017, CVII-STENT/LABELS@MICCAI.

Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data

Yanrong Guo, Deepta Rajan, David Beymer, 2016, MICCAI.

T. Syeda-Mahmood, 1996, Proceedings of 13th International Conference on Pattern Recognition.

Information technology for healthcare transformation

Paul P. Maglio, Jimeng Sun, Shahram Ebadollahi, 2011, IBM J. Res. Dev..

Finding disease similarity by combining ECG with heart auscultation sound

D. Beymer, T. Syeda-Mahmood, F. Wang, 2007, 2007 Computers in Cardiology.

Metadatabase and search agent for multimedia database access over Internet

Aidong Zhang, Tanveer F. Syeda-Mahmood, Deepak Murthy, 1997, Proceedings of IEEE International Conference on Multimedia Computing and Systems.

A generalized framework for medical image classification and recognition

Sharath Pankanti, John R. Smith, Tanveer F. Syeda-Mahmood, 2015, IBM J. Res. Dev..

Cardiac disease recognition in echocardiograms using spatio-temporal statistical models

D. Beymer, T. Syeda-Mahmood, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents

Ken C. L. Wong, Joy T. Wu, Hassan M. Ahmad, 2020, JAMA network open.

Clustering time-varying gene expression profiles using scale-space signals

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 2003, Computational Systems Bioinformatics. CSB2003. Proceedings of the 2003 IEEE Bioinformatics Conference. CSB2003.

Overview of the First Workshop on Medical Content-Based Retrieval for Clinical Decision Support at MICCAI 2009

Henning Müller, Tanveer F. Syeda-Mahmood, Fei Wang, 2009, MCBR-CDS.

Echocardiogram view classification using edge filtered scale-invariant motion features

David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Automatic detection of coronary stenosis in X-ray angiography through spatio-temporal tracking

David Beymer, Tanveer F. Syeda-Mahmood, Colin B. Compas, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Complex local phase based subjective surfaces (CLAPSS) and its application to DIC red blood cell image segmentation

Tanveer Syeda-Mahmood, Fei Wang, Changhong Wang, 2013, Neurocomputing.

Automatic detection of heart disease from twelve channel electrocardiogram waveforms

T. Syeda-Mahmood, T. Syeda-Mahmood, T.G. Zimmerman, 2007, 2007 Computers in Cardiology.

Domain Adapted Model for In Vivo Intravascular Ultrasound Tissue Characterization

Abhijit Guha Roy, Nassir Navab, T. Syeda-Mahmood, 2017 .

A Cross-Modality Neural Network Transform for Semi-automatic Medical Image Annotation

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Mohammadreza Negahdar, 2016, MICCAI.

Multimedia access and retrieval: the state of the art and future directions (panel session).

Shih-Fu Chang, Behzad Shahraray, Tanveer Syeda-Mahmood, 1999, ACM Multimedia.

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

Jaime S. Cardoso, M. Jorge Cardoso, H. Greenspan, 2017, Lecture Notes in Computer Science.

Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization

Joy T. Wu, Vandana V. Mukherjee, T. Syeda-Mahmood, 2021, AMIA.

Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support: Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

M. Reyes, T. Syeda-Mahmood, Kenji Suzuki, 2019, iMIMIC/ML-CDS@MICCAI.

Session details: Content track C5: multimedia content analysis and applications

Tanveer Syeda-Mahmood, T. Syeda-Mahmood, 2008, MM 2008.

Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures: 10th International Workshop, ML-CDS 2020, and 9th International Workshop, CLIP 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4–8, 2020, Proceedings

Elisa Bertino, Klaus Drechsler, Tanveer Syeda-Mahmood, 2020, ML-CDS/CLIP@MICCAI.

Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation

Emily J. Greenspan, I. Shmulevich, Wenrui Hao, 2022, Frontiers in Digital Health.

Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival Analysis

Tanveer F. Syeda-Mahmood, Vaishnavi Subramanian, Hongzhi Wang, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis

Kristen L. Beck, T. Syeda-Mahmood, O. Boyko, 2022, MICCAI.

Session details: Panels

Tanveer Syeda-Mahmood, Suzanne Boll, Susanne CJ Boll, 2008, Proceedings of the 16th ACM international conference on Multimedia.

Multimodal Informatics Platform for Clinical Decision Support¬

Yong Zhang, David Beymer, Tanveer F. Syeda-Mahmood, 2012, American Medical Informatics Association Annual Symposium.

Detecting anomalies from echocardiography using multi-view regression of clinical measurements

Ehsan Dehghan, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

Gustavo Carneiro, João Paulo Papa, Lena Maier-Hein, 2018, DLMIA/ML-CDS@MICCAI.

Recognizing action events from multiple viewpoints

M. Alex O. Vasilescu, Saratendu Sethi, Tanveer F. Syeda-Mahmood, 2001, Proceedings IEEE Workshop on Detection and Recognition of Events in Video.

Indexing of Technical Line Drawing Databases

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1999, IEEE Trans. Pattern Anal. Mach. Intell..

NetView: Integrating Large-Scale Distributed Visual Databases

Aidong Zhang, Tanveer F. Syeda-Mahmood, Gholamhosein Sheikholeslami, 1998, IEEE Multim..

NetView: Large-Scale Visual Databases

Aidong Zhang, Tanveer Syeda-Mahmood, Gholamhosein Sheikholeslami, 1998 .

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology

Alejandro F Frangi, Alejandro F. Frangi, S. Plein, 2023, ArXiv.

Role of Big Data and Machine Learning in Diagnostic Decision Support in Radiology.

Tanveer Syeda-Mahmood, T. Syeda-Mahmood, 2018, Journal of the American College of Radiology : JACR.

Automated volumetric lung segmentation of thoracic CT images using fully convolutional neural network

David Beymer, Tanveer F. Syeda-Mahmood, Mohammadreza Negahdar, 2018, Medical Imaging.

Digital twins for predictive oncology will be a paradigm shift for precision cancer care

Emily J. Greenspan, Amy L. Gryshuk, I. Shmulevich, 2021, Nature Medicine.

Detecting Perceptually Salient Texture Regions in Images

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1999, Comput. Vis. Image Underst..

Data and Model-Driven Selection Using Color Regions

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1992, International Journal of Computer Vision.

Attentional selection in object recognition

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1993 .

Semantic Matching to Achieve Web Service Discovery and Composition

Tanveer F. Syeda-Mahmood, Richard Goodwin, Anca Ivan, 2006, The 8th IEEE International Conference on E-Commerce Technology and The 3rd IEEE International Conference on Enterprise Computing, E-Commerce, and E-Services (CEC/EEE'06).

SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition

Tanveer F. Syeda-Mahmood, Richard Goodwin, Rama Akkiraju, 2006, 2006 IEEE International Conference on Web Services (ICWS'06).

Searching service repositories by combining semantic and ontological matching

Tanveer F. Syeda-Mahmood, Richard Goodwin, Rama Akkiraju, 2005, IEEE International Conference on Web Services (ICWS'05).

Semantic search of schema repositories

Tanveer F. Syeda-Mahmood, Lingling Yan, Gauri Shah, 2005, WWW '05.

Yong Zhang, David Beymer, Tanveer F. Syeda-Mahmood, 2012, MICCAI.

Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence Prediction

Minh N. Do, Vaishnavi Subramanian, Tanveer Syeda-Mahmood, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Chest X-ray Report Generation through Fine-Grained Label Learning

Anup Pillai, Tanveer Syeda-Mahmood, Mehdi Moradi, 2020, MICCAI.

Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays pdf

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Vaishnavi Subramanian, 2019, MICCAI.

Fracture detection in x-ray images through stacked random forests feature fusion

Yu Cao, Hongzhi Wang, Tanveer F. Syeda-Mahmood, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Chest x-ray generation and data augmentation for cardiovascular abnormality classification

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Alexandros Karargyris, 2018, Medical Imaging.

Multi-atlas label fusion with augmented atlases for fast and accurate segmentation of cardiac MR images

Paul A. Yushkevich, Hongzhi Wang, Tanveer F. Syeda-Mahmood, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

CAFCW 113 Digital Twins for Predictive Cancer Care: an HPC-Enabled Community Initiative

Carolyn B. Lauzon, I. Shmulevich, T. Syeda-Mahmood, 2019 .

Building medical image classifiers with very limited data using segmentation networks

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2018, Medical Image Anal..

Age prediction using a large chest x-ray dataset

Satyananda Kashyap, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2019, Medical Imaging.

Universal multi-modal deep network for classification and segmentation of medical images

David Beymer, Tanveer F. Syeda-Mahmood, Alexandros Karargyris, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes pdf

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2018, MICCAI.

Identifying disease-free chest x-ray images with deep transfer learning

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2019, Medical Imaging.

Local complex phase based level set and its application to DIC red blood cell segmentation

Yong Zhang, Tanveer F. Syeda-Mahmood, Fei Wang, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Indexing of technical manual document databases

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1995, Electronic Imaging.

Automatic Detection of Dilated Cardiomyopathy in Cardiac Ultrasound Videos

Tanveer F. Syeda-Mahmood, Raziuddin Mahmood, T. Syeda-Mahmood, 2014, AMIA.

Discriminating normal and abnormal left ventricular shapes in four-chamber view 2D echocardiography

David Beymer, Tanveer F. Syeda-Mahmood, Quan Wang, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Invariance in motion analysis of videos

Tanveer F. Syeda-Mahmood, Cen Rao, Mubarak Shah, 2003, ACM Multimedia.

Efficient resource selection in distributed visual information systems

Aidong Zhang, Tanveer F. Syeda-Mahmood, Gholamhosein Sheikholeslami, 1997, MULTIMEDIA '97.

Echocardiogram view classification using edge filtered scale-invariant motion features

D. Beymer, Ritwik K. Kumar, T. Syeda-Mahmood, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Multimodal Fusion Using Sparse Cca For Breast Cancer Survival Prediction

Minh N. Do, Tanveer Syeda-Mahmood, Vaishnavi Subramanian, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features

David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images

Tanveer F. Syeda-Mahmood, Nishant Ravikumar, Enzo Ferrante, 2021, MICCAI.

Viewpoint Recognition in Cardiac CT Images

Tanveer F. Syeda-Mahmood, Noel C. F. Codella, Mehdi Moradi, 2015, FIMH.

Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation

T. Syeda-Mahmood, Luyao Shi, Tyler Baldwin, 2022, North American Chapter of the Association for Computational Linguistics.

Extracting and Learning Fine-Grained Labels from Chest Radiographs pdf

Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Joy T. Wu, 2020, AMIA.

Similarity retrieval of cardiac reports

Tanveer Syeda-Mahmood, T. Syeda-Mahmood, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Lymphoma diagnosis in histopathology using a multi-stage visual learning approach

John R. Smith, Tanveer F. Syeda-Mahmood, Noel C. F. Codella, 2016, SPIE Medical Imaging.

Anne L. Martel, Marc Combalia, Veronica Vilaplana, 2018, DLMIA/ML-CDS@MICCAI.

Echocardiography segmentation based on a shape-guided deformable model driven by a fully convolutional network prior

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support pdf

Jaime S. Cardoso, Mitko Veta, Josien P. W. Pluim, 2017, Lecture Notes in Computer Science.

Content-based retrieval in gene expression databases

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 2004, MULTIMEDIA '04.

Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration

David Beymer, Tanveer F. Syeda-Mahmood, Anand Rangarajan, 2009, MICCAI.

Automatic estimation of left ventricular dysfunction from echocardiogram videos

David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang, 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Mining Echocardiography Workflows for Disease Discriminative Patterns

David Beymer, Tanveer F. Syeda-Mahmood, Ritwik Kumar, 2013, AMIA.

Coronary artery segmentation using geometric moments based tracking and snake-driven refinement

Yong Zhang, Stephen T. C. Wong, Tanveer Syeda-Mahmood, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Classification of radiology reports by modality and anatomy: A comparative study

Tanveer F. Syeda-Mahmood, Marina Bendersky, Joy T. Wu, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Looking in the Right Place for Anomalies: Explainable Ai Through Automatic Location Learning

Tanveer Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

PSAR: Predictive space aggregated regression and its application in valvular heart disease classification

Ting Chen, David Beymer, Tanveer F. Syeda-Mahmood, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Parametric and Non-Parametric Clustering for Segmentation

Hayit Greenspan, Tanveer Syeda-Mahmood, H. Greenspan, 2010 .

Spatially-Preserving Flattening for Location-Aware Classification of Findings in Chest X-Rays

T. Syeda-Mahmood, Razi Mahmood, Neha Srivathsa, 2022, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Automatic Bounding Box Annotation of Chest X-Ray Data for Localization of Abnormalities

Tanveer Syeda-Mahmood, Mehdi Moradi, Yaniv Gur, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

AI Accelerated Human-in-the-loop Structuring of Radiology Reports

Linda Kato, Anup Pillai, Tanveer F. Syeda-Mahmood, 2020, AMIA.

Bimodal Network Architectures for Automatic Generation of Image Annotation from Text pdf

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ali Madani, 2018, MICCAI.

Automatic labeling of continuous wave Doppler images based on combined image and sentence networks

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Yaniv Gur, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Extracting indexing keywords from image structures in engineering drawings

Tanveer F. Syeda-Mahmood, T. Syeda-Mahmood, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Fast anatomy segmentation by combining coarse scale multi-atlas label fusion with fine scale corrective learning

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Hui Tang, 2018, Comput. Medical Imaging Graph..

Fast anatomy segmentation by combining low resolution multi-atlas label fusion with high resolution corrective learning: An experimental study

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Prasanth Prasanna, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

An experimental study on combining the auto-context model with corrective learning for canine LEG muscle segmentation

Yu Cao, Hongzhi Wang, Tanveer F. Syeda-Mahmood, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics

Minh N. Do, Tanveer Syeda-Mahmood, Vaishnavi Subramanian, 2021, ArXiv.

Combining Deep Learning and Knowledge-driven Reasoning for Chest X-Ray Findings Detection

Ken C. L. Wong, Joy T. Wu, T. Syeda-Mahmood, 2020, AMIA.

Neural Network Segmentation of Cell Ultrastructure Using Incomplete Annotation

Tanveer Syeda-Mahmood, Hongzhi Wang, Raymond Stevens, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Body part and imaging modality classification for a general radiology cognitive assistant

Tanveer F. Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2019, Medical Imaging: Image Processing.

A hybrid learning approach for semantic labeling of cardiac CT slices and recognition of body position

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Metric hashing forests

Nassir Navab, David Beymer, Tanveer F. Syeda-Mahmood, 2016, Medical Image Anal..

A Robust Network Architecture to Detect Normal Chest X-Ray Radiographs

Anup Pillai, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Quality controlled segmentation to aid disease detection

Tanveer Syeda-Mahmood, Mehdi Moradi, Ken C. L. Wong, 2020, Medical Imaging.

Boosting the Rule-Out Accuracy of Deep Disease Detection Using Class Weight Modifiers

Tanveer F. Syeda-Mahmood, Ken C. L. Wong, Alexandros Karargyris, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Efficient Clinical Concept Extraction in Electronic Medical Records

Tanveer F. Syeda-Mahmood, Tyler Baldwin, Yufan Guo, 2017, AAAI.

Learning the Correlation Between Images and Disease Labels Using Ambiguous Learning

Tanveer F. Syeda-Mahmood, Ritwik Kumar, Colin B. Compas, 2015, MICCAI.

Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records

David Beymer, Tanveer F. Syeda-Mahmood, Tyler Baldwin, 2018, AMIA.

Generalized Extraction and Classification of Span-Level Clinical Phrases

Tanveer F. Syeda-Mahmood, Tyler Baldwin, Yufan Guo, 2018, AMIA.

Automatic Generation of Conditional Diagnostic Guidelines

Tanveer F. Syeda-Mahmood, Tyler Baldwin, Yufan Guo, 2016, AMIA.

An algorithm for fully automatic detection of calcium in chest CT imaging

Hongzhi Wang, Tanveer F. Syeda-Mahmood, Mehdi Moradi, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Concept-based electronic health records: opportunities and challenges

Shahram Ebadollahi, Tanveer F. Syeda-Mahmood, Shih-Fu Chang, 2006, MM '06.

David Beymer, Tanveer F. Syeda-Mahmood, Ritwik Kumar, 2013, FIMH.

On describing color and shape information in images

Dragutin Petkovic, Tanveer F. Syeda-Mahmood, D. Petkovic, 2000, Signal Process. Image Commun..

Data- and Model-Driven Selection Using Parallel Line Groups

Tanveer Fathima Syeda-Mahmood, T. Syeda-Mahmood, 1997, Comput. Vis. Image Underst..

Supporting Content-Based Retrieval in Large Image Database Systems

Aidong Zhang, Tanveer F. Syeda-Mahmood, Gholamhosein Sheikholeslami, 1997, Multimedia Tools and Applications.

Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects

T. Syeda-Mahmood, Joonsan Lee, Elisa Warner, 2023, ArXiv.

Addressing Deep Learning Model Uncertainty in Long-Range Climate Forecasting with Late Fusion pdf

Bianca Zadrozny, Tanveer Syeda-Mahmood, Etienne E. Vos, 2021, ArXiv.

Towards Automatic Prediction of Outcome in Treatment of Cerebral Aneurysms

T. Syeda-Mahmood, Mehdi Moradi, Hakan Bulu, 2022, AMIA.

HartleyMHA: Self-attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation

T. Syeda-Mahmood, Ken C. L. Wong, Hongzhi Wang, 2023, MICCAI.

FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator

T. Syeda-Mahmood, Ken C. L. Wong, Hongzhi Wang, 2023, 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI).

Finding a Path for Segmentation Through Sequential Learning

Yu Cao, Hongzhi Wang, Tanveer F. Syeda-Mahmood, 2015, IPMI.

AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics

Hayit Greenspan, Kilian M. Pohl, David Beymer, 2010, MedInfo.

Shape-based Matching of ECG Recordings

Fei Wang, T. Syeda-Mahmood, D. Beymer, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Automatic Selection of Keyframes from Angiogram Videos

David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang, 2010, 2010 20th International Conference on Pattern Recognition.

Medical sieve: a cognitive assistant for radiologists and cardiologists

Yu Cao, Hongzhi Wang, Deepta Rajan, 2016, SPIE Medical Imaging.

Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond

T. Syeda-Mahmood, N. S. D'Souza, Hongzhi Wang, 2023, Medical Image Anal..