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Vivek V. Datla
Person information
- affiliation: Philips Research North America, Cambridge, MA, USA
- affiliation: Pacific Northwest National Laboratory, Richland, WA, USA
- affiliation: University of Memphis, Institute of Intelligent Systems, TN, USA
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2020 – today
- 2020
- [c35]Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Henning Müller:
Overview of the VQA-Med Task at ImageCLEF 2020: Visual Question Answering and Generation in the Medical Domain. CLEF (Working Notes) 2020 - [c34]Bogdan Ionescu, Henning Müller
, Renaud Péteri, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Dina Demner-Fushman, Serge Kozlovski, Vitali Liauchuk, Yashin Dicente Cid, Vassili Kovalev
, Obioma Pelka, Christoph M. Friedrich
, Alba García Seco de Herrera
, Van-Tu Ninh, Tu-Khiem Le, Liting Zhou
, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Duc-Tien Dang-Nguyen, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Dimitri Fichou, Raul Berari, Paul Brie, Mihai Dogariu, Liviu-Daniel Stefan
, Mihai Gabriel Constantin
:
Overview of the ImageCLEF 2020: Multimedia Retrieval in Medical, Lifelogging, Nature, and Internet Applications. CLEF 2020: 311-341 - [c33]Bogdan Ionescu, Henning Müller
, Renaud Péteri, Duc-Tien Dang-Nguyen, Liting Zhou
, Luca Piras, Michael Riegler, Pål Halvorsen, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Jon Chamberlain, Adrian F. Clark, Antonio Campello, Alba Garcia Seco de Herrera
, Asma Ben Abacha, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich
, Yashin Dicente Cid, Serge Kozlovski, Vitali Liauchuk, Vassili Kovalev
, Raul Berari, Paul Brie, Dimitri Fichou, Mihai Dogariu, Liviu-Daniel Stefan
, Mihai Gabriel Constantin
:
ImageCLEF 2020: Multimedia Retrieval in Lifelogging, Medical, Nature, and Internet Applications. ECIR (2) 2020: 533-541 - [i6]Zheng Chen, Sadid A. Hasan, Joey Liu, Vivek V. Datla, Md. Shamsuzzaman, Hafiz Khan, Mohammad S. Sorower, Gabriel Mankovich, Rob van Ommering, Nevenka Dimitrova:
An Ontology-driven Treatment Article Retrieval System for Precision Oncology. CoRR abs/2002.05653 (2020)
2010 – 2019
- 2019
- [c32]Md Abdullah Al Hafiz Khan, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich, Rob van Ommering:
Improving Disease Named Entity Recognition for Clinical Trial Matching. BIBM 2019: 2541-2548 - [c31]Rahul Pandey, Rob van Ommering, Nevenka Dimitrova, Md. Shamsuzzaman, Sadid A. Hasan, Mohammad S. Sorower, Md Abdullah Al Hafiz Khan, Joey Liu, Vivek V. Datla, Mladen Milosevic, Gabe Mankovich:
BoostER: A Performance Boosting Module for Biomedical Entity Recognition. BIBM 2019: 2554-2560 - [c30]Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Henning Müller:
VQA-Med: Overview of the Medical Visual Question Answering Task at ImageCLEF 2019. CLEF (Working Notes) 2019 - [c29]Bogdan Ionescu, Henning Müller
, Renaud Péteri, Yashin Dicente Cid, Vitali Liauchuk, Vassili Kovalev
, Dzmitri Klimuk, Aleh Tarasau, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Obioma Pelka, Christoph M. Friedrich
, Alba Garcia Seco de Herrera
, Narciso García
, Ergina Kavallieratou
, Carlos Roberto del-Blanco
, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis, Jon Chamberlain, Adrian F. Clark, Antonio Campello:
ImageCLEF 2019: Multimedia Retrieval in Medicine, Lifelogging, Security and Nature. CLEF 2019: 358-386 - [c28]Bogdan Ionescu, Henning Müller
, Renaud Péteri, Duc-Tien Dang-Nguyen, Luca Piras, Michael Riegler, Minh-Triet Tran
, Mathias Lux, Cathal Gurrin
, Yashin Dicente Cid, Vitali Liauchuk
, Vassili Kovalev
, Asma Ben Abacha, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Dina Demner-Fushman, Obioma Pelka, Christoph M. Friedrich
, Jon Chamberlain, Adrian F. Clark, Alba Garcia Seco de Herrera
, Narciso García
, Ergina Kavallieratou
, Carlos Roberto del-Blanco
, Carlos Cuevas, Nikos Vasilopoulos, Konstantinos Karampidis:
ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. ECIR (2) 2019: 301-308 - 2018
- [c27]Viraj Adduru, Sadid A. Hasan, Joey Liu, Yuan Ling, Vivek V. Datla, Ashequl Qadir, Oladimeji Farri:
Towards Dataset Creation And Establishing Baselines for Sentence-level Neural Clinical Paraphrase Generation and Simplification. KDH@IJCAI 2018: 45-52 - [c26]Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri:
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. NAACL-HLT 2018: 1460-1469 - [i5]Reza Ghaeini, Sadid A. Hasan, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Xiaoli Z. Fern, Oladimeji Farri:
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference. CoRR abs/1802.05577 (2018) - 2017
- [c25]Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Condensed Memory Networks for Clinical Diagnostic Inferencing. AAAI 2017: 3274-3280 - [c24]Vivek V. Datla, Sadid A. Hasan, Ashequl Qadir, Kathy Lee, Yuan Ling, Joey Liu, Oladimeji Farri:
Automated clinical diagnosis: The role of content in various sections of a clinical document. BIBM 2017: 1004-1011 - [c23]Sadid A. Hasan, Yuan Ling, Joey Liu, Rithesh Sreenivasan, Shreya Anand, Tilak Raj Arora, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Christine Leon Swisher, Oladimeji Farri:
PRNA at ImageCLEF 2017 Caption Prediction and Concept Detection Tasks. CLEF (Working Notes) 2017 - [c22]Sadid A. Hasan, Yuan Ling, Joey Liu, Rithesh Sreenivasan, Shreya Anand, Tilak Raj Arora, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Christine Leon Swisher, Oladimeji Farri:
Attention-Based Medical Caption Generation with Image Modality Classification and Clinical Concept Mapping. CLEF 2017: 224-230 - [c21]Yuan Ling, Sadid A. Hasan, Vivek Varma Datla, Ashequl Qadir, Kathy Lee, Joey Liu, Oladimeji Farri:
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning. IJCNLP(1) 2017: 895-905 - [c20]Yuan Ling, Sadid A. Hasan, Vivek V. Datla, Ashequl Qadir, Kathy Lee, Joey Liu, Oladimeji Farri:
Diagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study. MLHC 2017: 271-285 - [c19]Vivek V. Datla, Tilak Raj Arora, Joey Liu, Viraj Adduru, Sadid A. Hasan, Kathy Lee, Ashequl Qadir, Yuan Ling, Aaditya Prakash, Oladimeji Farri:
Open domain real-time question answering based on asynchronous multiperspective context-driven retrieval and neural paraphrasing. TREC 2017 - [c18]Kathy Lee, Ashequl Qadir, Yuan Ling, Joey Liu, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri:
Recognizing Tweet Relevance with Profile-specific and Profile-independent Supervised Models. TREC 2017 - [c17]Yuan Ling, Sadid A. Hasan, Michele Filannino, Kevin P. Buchan, Kahyun Lee, Joey Liu, William Boag, Di Jin, Özlem Uzuner, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Oladimeji Farri:
A Hybrid Approach to Precision Medicine-related Biomedical Article Retrieval and Clinical Trial Matching. TREC 2017 - [c16]Kathy Lee, Ashequl Qadir, Sadid A. Hasan, Vivek V. Datla, Aaditya Prakash, Joey Liu, Oladimeji Farri:
Adverse Drug Event Detection in Tweets with Semi-Supervised Convolutional Neural Networks. WWW 2017: 705-714 - 2016
- [c15]Umashanthi Pavalanathan, Vivek V. Datla, Svitlana Volkova, Lauren Charles-Smith, Meg Pirrung, Joshua J. Harrison, Alan R. Chappell, Courtney D. Corley:
Discourse, Health and Well-Being of Military Populations Through the Social Media Lens. AAAI Workshop: WWW and Population Health Intelligence 2016 - [c14]Sadid A. Hasan, Bo Liu, Joey Liu, Ashequl Qadir, Kathy Lee, Vivek V. Datla, Aaditya Prakash, Oladimeji Farri:
Neural Clinical Paraphrase Generation with Attention. ClinicalNLP@COLING 2016 2016: 42-53 - [c13]Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Neural Paraphrase Generation with Stacked Residual LSTM Networks. COLING 2016: 2923-2934 - [c12]Vivek V. Datla, Sadid A. Hasan, Joey Liu, Yassine Benajiba, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri:
Open Domain Real-Time Question Answering Based on Semantic and Syntactic Question Similarity. TREC 2016 - [c11]Sadid A. Hasan, Siyuan Zhao, Vivek V. Datla, Joey Liu, Kathy Lee, Ashequl Qadir, Aaditya Prakash, Oladimeji Farri:
Clinical Question Answering using Key-Value Memory Networks and Knowledge Graph. TREC 2016 - [c10]Kathy Lee, Ashequl Qadir, Vivek V. Datla, Sadid A. Hasan, Joey Liu, Aaditya Prakash, Oladimeji Farri:
Assorted Textual Features and Dynamic Push Strategies for Real-time Tweet Notification. TREC 2016 - [i4]Vivek V. Datla, David Lin, Max M. Louwerse
, Abhinav Vishnu:
A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language. CoRR abs/1606.06274 (2016) - [i3]Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek V. Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Neural Paraphrase Generation with Stacked Residual LSTM Networks. CoRR abs/1610.03098 (2016) - [i2]Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan, Vivek V. Datla, Kathy Lee, Ashequl Qadir, Joey Liu, Oladimeji Farri:
Condensed Memory Networks for Clinical Diagnostic Inferencing. CoRR abs/1612.01848 (2016) - 2015
- [i1]Vivek V. Datla, Abhinav Vishnu:
Predicting the top and bottom ranks of billboard songs using Machine Learning. CoRR abs/1512.01283 (2015) - 2014
- [j1]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Linguistic Features Predict the Truthfulness of Short Political Statements. Int. J. Comput. Linguistics Appl. 5(1): 73-86 (2014) - [c9]Donald M. Morrison, Benjamin Nye, Borhan Samei, Vivek V. Datla, Craig Kelly, Vasile Rus:
Building an Intelligent PAL from the Tutor.com Session Database Phase 1: Data Mining. EDM 2014: 335-336 - [c8]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context. FLAIRS 2014 - 2012
- [c7]Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse:
Capturing disease-symptom relations using higher-order co-occurrence algorithms. BIBM Workshops 2012: 816-821 - [c6]Sterling Hutchinson, Vivek V. Datla, Max M. Louwerse:
Social Networks are Encoded in Language. CogSci 2012 - [c5]Richard Tillman, Vivek V. Datla, Sterling Hutchinson, Max M. Louwerse:
From Head to Toe: Embodiment Through Statistical Linguistic Frequencies. CogSci 2012 - 2011
- [c4]King-Ip (David) Lin, Vivek V. Datla, Linda Morrison, Max M. Louwerse
:
Using a feedback system to enhance chart note quality in Electronic Health Records. BIBM Workshops 2011: 649-654 - [c3]Qishi Wu, Vivek V. Datla:
On Performance Modeling and Prediction in Support of Scientific Workflow Optimization. SERVICES 2011: 161-168 - 2010
- [c2]Qishi Wu, Sajjan G. Shiva, Sankardas Roy, Charles Ellis, Vivek V. Datla:
On modeling and simulation of game theory-based defense mechanisms against DoS and DDoS attacks. SpringSim 2010: 159
2000 – 2009
- 2007
- [c1]Stan Franklin, Uma Ramamurthy, Sidney K. D'Mello, Lee McCauley, Aregahegn Negatu, Rodrigo Silva L., Vivek V. Datla:
LIDA: A Computational Model of Global Workspace Theory and Developmental Learning. AAAI Fall Symposium: AI and Consciousness 2007: 61-66
Coauthor Index
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