David Beymer

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 21

Top Topics

Convolutional Neural Networks

Left Ventricular

Automatic Diagnosis

Medical Imaging

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Maria Gabrani, Ender Konukoglu, David Beymer, Gustavo Carneiro, Jannis Born, Michal Guindy, Michal Rosen-Zvi
Lessons Learned from the Development and Application of Medical Imaging-Based AI Technologies for Combating COVID-19: Why Discuss, What Next. CLIP/DCL/LL-COVID19/PPML@MICCAI (2021)
Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi
On the role of artificial intelligence in medical imaging of COVID-19. Patterns 2 (6) (2021)
Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi
On the role of artificial intelligence in medical imaging of COVID-19. Patterns 2 (8) (2021)
Luyao Shi, Deepta Rajan, Shafiq Abedin, Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study. MIDL (2020)
Luyao Shi, Deepta Rajan, Shafiq Abedin, Manikanta Srikar Yellapragada, David Beymer, Ehsan Dehghan
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study. CoRR (2020)
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy T. Wu, Arjun Sharma, Matthew Tong, Shafiq Abedin, David Beymer, Vandana V. Mukherjee, Elizabeth A. Krupinski, Mehdi Moradi
Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development. CoRR (2020)
Deepta Rajan, David Beymer, Girish Narayan
Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG. CoRR (2019)
Deepta Rajan, David Beymer, Shafiqul Abedin, Ehsan Dehghan
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images. ML4H@NeurIPS (2019)
Deepta Rajan, David Beymer, Shafiqul Abedin, Ehsan Dehghan
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images. CoRR (2019)
Ahmed Harouni, Hongzhi Wang, Tanveer F. Syeda-Mahmood, David Beymer
Deep Network Anatomy Segmentation with Limited Annotations using Auxiliary Labels. ISBI (2019)
Olga Kovaleva, Chaitanya Shivade, Satyananda Kashyap, Karina Kanjaria, Adam Coy, Deddeh Ballah, Yufan Guo, Joy T. Wu, Alexandros Karargyris, David Beymer, Anna Rumshisky, Vandana V. Mukherjee
Visual Dialog for Radiology: Data Curation and FirstSteps. ViGIL@NeurIPS (2019)
Mohammadreza Negahdar, David Beymer
Lung tissue characterization for emphysema differential diagnosis using deep convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2019)
Mohammadreza Negahdar, Adam Coy, David Beymer
An End-to-End Deep Learning Pipeline for Emphysema Quantification Using Multi-label Learning. EMBC (2019)
Mohammadreza Negahdar, David Beymer, Tanveer F. Syeda-Mahmood
Automated volumetric lung segmentation of thoracic CT images using fully convolutional neural network. Medical Imaging: Computer-Aided Diagnosis (2018)
Ahmed Harouni, Alexandros Karargyris, Mohammadreza Negahdar, David Beymer, Tanveer F. Syeda-Mahmood
Universal multi-modal deep network for classification and segmentation of medical images. ISBI (2018)
Nathaniel Braman, David Beymer, Ehsan Dehghan
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network. CoRR (2018)
Deepta Rajan, David Beymer, Girish Narayan
Improving Generalization of Deep Models for Cardiac Disease Detection Using Limited Channel ECG. CinC (2018)
Yufan Guo, Joy T. Wu, Tyler Baldwin, David Beymer, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood
Improving the Path from Diagnoses to Documentation: A Cognitive Review Tool for Clinical Notes and Administrative Records. AMIA (2018)
Tanveer F. Syeda-Mahmood, Yanrong Guo, Mehdi Moradi, David Beymer, Deepta Rajan, Yu Cao, Yaniv Gur, Mohammadreza Negahdar
Identifying Patients at Risk for Aortic Stenosis Through Learning from Multimodal Data. MICCAI (3) (2016)
Sailesh Conjeti, Amin Katouzian, Anees Kazi, Sepideh Mesbah, David Beymer, Tanveer F. Syeda-Mahmood, Nassir Navab
Metric hashing forests. Medical Image Anal. 34 (2016)
Tanveer F. Syeda-Mahmood, Eugene Walach, David Beymer, Flora Gilboa-Solomon, Mehdi Moradi, Pavel Kisilev, Deepika Kakrania, Colin B. Compas, Hongzhi Wang, Mohammadreza Negahdar, Yu Cao, Tyler Baldwin, Yufan Guo, Yaniv Gur, Deepta Rajan, Aviad Zlotnick, Simona Rabinovici-Cohen, Rami Ben-Ari, Guy Amit, Prasanth Prasanna, J. Morey, Orest B. Boyko, Sharbell Y. Hashoul
Medical sieve: a cognitive assistant for radiologists and cardiologists. Medical Imaging: Computer-Aided Diagnosis (2016)
Colin B. Compas, Tanveer F. Syeda-Mahmood, Patrick McNeillie, David Beymer
Automatic detection of coronary stenosis in X-ray angiography through spatio-temporal tracking. ISBI (2014)
Tanveer Fathima Syeda-Mahmood, Quan Wang, Patrick McNeillie, David Beymer, Colin B. Compas
Discriminating normal and abnormal left ventricular shapes in four-chamber view 2D echocardiography. ISBI (2014)
Ting Chen, Ritwik Kumar, Guillaume Axel Troianowski, Tanveer Fathima Syeda-Mahmood, David Beymer, Karen Brannon
PSAR: Predictive space aggregated regression and its application in valvular heart disease classification. ISBI (2013)
Ritwik Kumar, Tanveer Fathima Syeda-Mahmood, David Beymer, Colin B. Compas, Karen Brannon
Mining Echocardiography Workflows for Disease Discriminative Patterns. AMIA (2013)
Ismail Haritaoglu, Myron Flickner, David Beymer
Video-CRM: understanding customer behaviors in stores. Video Surveillance and Transportation Imaging Applications (2013)
Tanveer Fathima Syeda-Mahmood, Colin B. Compas, David Beymer, Ritwik Kumar
Similarity Retrieval of Angiogram Images BASED on a Flexible Shape Model. FIMH (2013)
Ritwik Kumar, Ting Chen, Moritz Hardt, David Beymer, Karen Brannon, Tanveer Fathima Syeda-Mahmood
Multiple Kernel Completion and its application to cardiac disease discrimination. ISBI (2013)
Tanveer Fathima Syeda-Mahmood, David Beymer, Fei Wang, Ritwik Kumar, Yong Zhang
Multimodal Informatics Platform for Clinical Decision Support¬. AMIA (2012)
David Beymer, Tanveer Fathima Syeda-Mahmood, Fei Wang, Ritwik Kumar, Yong Zhang, Robert J. Lundstrom, Taylor Holve, Navid Shafaee, Edward McNulty
AngioViewer: A Tool for Assessing the State of Coronary Artery Disease. AMIA (2012)
Tanveer Fathima Syeda-Mahmood, Fei Wang, Ritwik Kumar, David Beymer, Yong Zhang, Robert J. Lundstrom, Edward McNulty
Finding Similar 2D X-Ray Coronary Angiograms. MICCAI (3) (2012)
Fei Wang, Yong Zhang, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood, David Beymer
Automatic classification of images of an angiography sequence using modified shape context-based spatial pyramid kernels. ISBI (2011)
Fei Wang, Yong Zhang, David Beymer, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood
Pyramid Histograms of Motion Context with Application to Angiogram Video Classification. FIMH (2011)
Tanveer Fathima Syeda-Mahmood, Fei Wang, David Beymer
Recognition of object categories using affine kernels. Multimedia Information Retrieval (2010)
Tanveer Fathima Syeda-Mahmood, Pavan K. Turaga, David Beymer, Fei Wang, Arnon Amir, Hayit Greenspan, Kilian M. Pohl
Shape-based similarity retrieval of Doppler images for clinical decision support. CVPR (2010)
Tanveer Fathima Syeda-Mahmood, David Beymer, Fei Wang, A. Mahmood, Robert J. Lundstrom, N. Shafee, T. Holve
Automatic Selection of Keyframes from Angiogram Videos. ICPR (2010)
Ritwik Kumar, Fei Wang, David Beymer, Tanveer F. Syeda-Mahmood
Cardiac disease detection from echocardiogram using edge filtered scale-invariant motion features. CVPR Workshops (2010)
Fei Wang, Vuk Ercegovac, Tanveer Fathima Syeda-Mahmood, Akintayo Holder, Eugene J. Shekita, David Beymer, Lin Hao Xu
Large-scale multimodal mining for healthcare with mapreduce. IHI (2010)
Arnon Amir, David Beymer, Julia Grace, Hayit Greenspan, Daniel Gruhl, Allen Hobbs, Kilian M. Pohl, Tanveer F. Syeda-Mahmood, Joseph Terdiman, Fei Wang
AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics. MedInfo (2010)
Ritwik Kumar, Fei Wang, David Beymer, Tanveer Fathima Syeda-Mahmood
Echocardiogram view classification using edge filtered scale-invariant motion features. CVPR (2009)
Tanveer Fathima Syeda-Mahmood, David Beymer, Arnon Amir
Disease-Specific Extraction of Text from Cardiac Echo Videos for Decision Support. ICDAR (2009)
David Beymer, Tanveer F. Syeda-Mahmood, Arnon Amir, Fei Wang, S. Adelman
Automatic estimation of left ventricular dysfunction from echocardiogram videos. CVPR Workshops (2009)
Fei Wang, Tanveer Fathima Syeda-Mahmood, David Beymer
Information Extraction from Multimodal ECG Documents. ICDAR (2009)
Fei Wang, Tanveer Fathima Syeda-Mahmood, Baba C. Vemuri, David Beymer, Anand Rangarajan
Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration. MICCAI (1) (2009)
David Beymer, Daniel M. Russell, Peter Z. Orton
An eye tracking study of how font size and type influence online reading. BCS HCI (2) (2008)
David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang
Exploiting spatio-temporal information for view recognition in cardiac echo videos. CVPR Workshops (2008)
Tanveer Fathima Syeda-Mahmood, Fei Wang, David Beymer, M. London, R. Reddy
Characterizing Spatio-temporal Patterns for Disease Discrimination in Cardiac Echo Videos. MICCAI (1) (2007)
David Beymer, Peter Z. Orton, Daniel M. Russell
An Eye Tracking Study of How Pictures Influence Online Reading. INTERACT (2) (2007)
David Beymer, Daniel M. Russell
WebGazeAnalyzer: a system for capturing and analyzing web reading behavior using eye gaze. CHI Extended Abstracts (2005)
David Beymer, Daniel M. Russell, Peter Z. Orton
Wide vs. Narrow Paragraphs: An Eye Tracking Analysis. INTERACT (2005)
Pernilla Qvarfordt, David Beymer, Shumin Zhai
RealTourist - A Study of Augmenting Human-Human and Human-Computer Dialogue with Eye-Gaze Overlay. INTERACT (2005)
David Beymer, Myron Flickner
Eye Gaze Tracking Using an Active Stereo Head. CVPR (2) (2003)
David Beymer, Kurt Konolige
Tracking People from a Mobile Platform. ISER (2002)
David Beymer
Person Counting Using Stereo. Workshop on Human Motion (2000)
Philip F. McLauchlan, David Beymer, Benjamin Coifman, Jitendra Malik
A Real-time Computer Vision System for Measuring Traffic Parameters. CVPR (1997)
David Beymer
Feature Correspondence by Interleaving Shape and Texture Computations. CVPR (1996)
David Beymer, Tomaso A. Poggio
Face Recognition from One Example View. ICCV (1995)
David Beymer
Face recognition under varying pose. CVPR (1994)