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David Beymer
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- affiliation: IBM Almaden Research Center, San Jose, CA, USA
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2020 – today
- 2024
- [c53]David Beymer, Vandana V. Mukherjee, Anup Pillai, Hakan Bulu, Vanessa Burrowes, James H. Kaufman, Ed Seabolt:
Agent Simulation Using Path Telemetry for Modeling COVID-19 Workplace Hazard and Risk. BIOSTEC (1) 2024: 417-428 - [i8]Prashanth Vijayaraghavan, Luyao Shi, Stefano Ambrogio, Charles Mackin, Apoorva Nitsure, David Beymer, Ehsan Degan:
VHDL-Eval: A Framework for Evaluating Large Language Models in VHDL Code Generation. CoRR abs/2406.04379 (2024) - [i7]Prashanth Vijayaraghavan, Hongzhi Wang, Luyao Shi, Tyler Baldwin, David Beymer, Ehsan Degan:
Self-Regulated Data-Free Knowledge Amalgamation for Text Classification. CoRR abs/2406.15476 (2024) - 2022
- [p1]Ehsan Degan, Shafiq Abedin, David Beymer, Angshuman Deb, Nathaniel Braman, Benedikt Graf, Vandana V. Mukherjee:
Application of Federated Learning in Medical Imaging. Federated Learning 2022: 483-497 - 2021
- [j3]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): 100269 (2021) - [j2]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): 100330 (2021) - [c52]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: 133-140 - [c51]Yiting Xie, Deepta Rajan, Larissa C. Schudlo, Yusuke Takeuchi, Benedikt Graf, Adam Coy, Mohammadreza Negahdar, Vandana V. Mukherjee, David Beymer, Arun Krishnan:
Automatic localization of lung opacity in chest CT images: a real-world study. Medical Imaging: Computer-Aided Diagnosis 2021 - 2020
- [c50]Olga Kovaleva, Chaitanya Shivade, Satyananda Kashyap, Karina Kanjaria, Joy T. Wu, Deddeh Ballah, Adam Coy, Alexandros Karargyris, Yufan Guo, David James Beymer, Anna Rumshisky, Vandana V. Mukherjee:
Towards Visual Dialog for Radiology. BioNLP 2020: 60-69 - [c49]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: 743-754 - [i6]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 abs/2006.00074 (2020) - [i5]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 abs/2009.07386 (2020)
2010 – 2019
- 2019
- [c48]Mohammadreza Negahdar, Adam Coy, David Beymer:
An End-to-End Deep Learning Pipeline for Emphysema Quantification Using Multi-label Learning. EMBC 2019: 929-932 - [c47]Ahmed Harouni, Hongzhi Wang, Tanveer F. Syeda-Mahmood, David Beymer:
Deep Network Anatomy Segmentation with Limited Annotations using Auxiliary Labels. ISBI 2019: 6-10 - [c46]Mohammadreza Negahdar, David Beymer:
Lung tissue characterization for emphysema differential diagnosis using deep convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis 2019: 109503R - [c45]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: 220-232 - [i4]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 - [i3]Deepta Rajan, David Beymer, Girish Narayan:
Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG. CoRR abs/1901.03295 (2019) - [i2]Deepta Rajan, David Beymer, Shafiqul Abedin, Ehsan Dehghan:
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images. CoRR abs/1910.02175 (2019) - 2018
- [c44]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 - [c43]Deepta Rajan, David Beymer, Girish Narayan:
Improving Generalization of Deep Models for Cardiac Disease Detection Using Limited Channel ECG. CinC 2018: 1-4 - [c42]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: 872-876 - [c41]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: 105751J - [i1]Nathaniel Braman
, David Beymer, Ehsan Dehghan:
Disease Detection in Weakly Annotated Volumetric Medical Images using a Convolutional LSTM Network. CoRR abs/1812.01087 (2018) - 2016
- [j1]Sailesh Conjeti, Amin Katouzian, Anees Kazi, Sepideh Mesbah, David Beymer, Tanveer F. Syeda-Mahmood, Nassir Navab:
Metric hashing forests. Medical Image Anal. 34: 13-29 (2016) - [c40]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: 97850A - [c39]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: 238-245 - 2014
- [c38]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: 401-404 - [c37]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: 1299-1302 - 2013
- [c36]Ritwik Kumar, Tanveer Fathima Syeda-Mahmood, David Beymer, Colin B. Compas, Karen Brannon:
Mining Echocardiography Workflows for Disease Discriminative Patterns. AMIA 2013 - [c35]Ismail Haritaoglu, Myron Flickner, David Beymer:
Video-CRM: understanding customer behaviors in stores. Video Surveillance and Transportation Imaging Applications 2013: 86630Y - [c34]Tanveer Fathima Syeda-Mahmood, Colin B. Compas, David Beymer, Ritwik Kumar:
Similarity Retrieval of Angiogram Images BASED on a Flexible Shape Model. FIMH 2013: 97-105 - [c33]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: 764-767 - [c32]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: 1122-1125 - 2012
- [c31]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 - [c30]Tanveer Fathima Syeda-Mahmood, David Beymer, Fei Wang, Ritwik Kumar, Yong Zhang:
Multimodal Informatics Platform for Clinical Decision Support¬. AMIA 2012 - [c29]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: 501-508 - 2011
- [c28]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: 384-391 - [c27]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: 1091-1096 - 2010
- [c26]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: 162-169 - [c25]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: 855-862 - [c24]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: 4008-4011 - [c23]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: 479-483 - [c22]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: 846-850 - [c21]Tanveer Fathima Syeda-Mahmood, Fei Wang, David Beymer:
Recognition of object categories using affine kernels. Multimedia Information Retrieval 2010: 15-24
2000 – 2009
- 2009
- [c20]David Beymer, Tanveer F. Syeda-Mahmood, Arnon Amir, Fei Wang, Scott Adelman:
Automatic estimation of left ventricular dysfunction from echocardiogram videos. CVPR Workshops 2009: 164-171 - [c19]Ritwik Kumar, Fei Wang, David Beymer, Tanveer Fathima Syeda-Mahmood:
Echocardiogram view classification using edge filtered scale-invariant motion features. CVPR 2009: 723-730 - [c18]Fei Wang, Tanveer Fathima Syeda-Mahmood, David Beymer:
Information Extraction from Multimodal ECG Documents. ICDAR 2009: 381-385 - [c17]Tanveer Fathima Syeda-Mahmood, David Beymer, Arnon Amir
:
Disease-Specific Extraction of Text from Cardiac Echo Videos for Decision Support. ICDAR 2009: 1290-1294 - [c16]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: 648-655 - 2008
- [c15]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: 15-18 - [c14]David Beymer, Tanveer F. Syeda-Mahmood, Fei Wang:
Exploiting spatio-temporal information for view recognition in cardiac echo videos. CVPR Workshops 2008: 1-8 - 2007
- [c13]David Beymer, Peter Z. Orton, Daniel M. Russell:
An Eye Tracking Study of How Pictures Influence Online Reading. INTERACT (2) 2007: 456-460 - [c12]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: 261-269 - 2005
- [c11]David Beymer, Daniel M. Russell:
WebGazeAnalyzer: a system for capturing and analyzing web reading behavior using eye gaze. CHI Extended Abstracts 2005: 1913-1916 - [c10]David Beymer, Daniel M. Russell, Peter Z. Orton:
Wide vs. Narrow Paragraphs: An Eye Tracking Analysis. INTERACT 2005: 741-752 - [c9]Pernilla Qvarfordt, David Beymer, Shumin Zhai:
RealTourist - A Study of Augmenting Human-Human and Human-Computer Dialogue with Eye-Gaze Overlay. INTERACT 2005: 767-780 - 2003
- [c8]David Beymer, Myron Flickner:
Eye Gaze Tracking Using an Active Stereo Head. CVPR (2) 2003: 451-458 - 2002
- [c7]David Beymer, Kurt Konolige:
Tracking People from a Mobile Platform. ISER 2002: 234-244 - 2000
- [c6]David Beymer:
Person Counting Using Stereo. Workshop on Human Motion 2000: 127-
1990 – 1999
- 1997
- [c5]Philip F. McLauchlan, David Beymer, Benjamin Coifman, Jitendra Malik:
A Real-time Computer Vision System for Measuring Traffic Parameters. CVPR 1997: 495-501 - 1996
- [c4]David Beymer:
Feature Correspondence by Interleaving Shape and Texture Computations. CVPR 1996: 921-928 - 1995
- [b1]David James Beymer:
Pose-invariant face recognition using real and virtual views. Massachusetts Institute of Technology, Cambridge, MA, USA, 1995 - [c3]David Beymer, Tomaso A. Poggio:
Face Recognition from One Example View. ICCV 1995: 500-507 - 1994
- [c2]David Beymer:
Face recognition under varying pose. CVPR 1994: 756-761 - 1991
- [c1]David James Beymer:
Finding junctions using the image gradient. CVPR 1991: 720-721
Coauthor Index
aka: Tanveer Fathima Syeda-Mahmood
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last updated on 2024-07-26 18:46 CEST by the dblp team
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