Faisal Farooq  Faisal Farooq photo       

contact information

Principal Scientist & Senior Manager - Watson Health
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash3065

links

Professional Associations

Professional Associations:  American Medical Informatics Association  |  IEEE


2015

Predicting readmission risk with institution-specific prediction models
Shipeng Yu, Faisal Farooq, Alexander Van Esbroeck, Glenn Fung, Vikram Anand, Balaji Krishnapuram
Artificial Intelligence in Medicine 65(2), 89--96, 2015


2013

Categorizing Medications from Unstructured Clinical Notes
Faisal Farooq, Shipeng Yu, Vikram Anand, Balaji Krishnapuram
AMIA Summits on Translational Science Proceedings2013, 48, American Medical Informatics Association

Predicting readmission risk with institution specific prediction models
Shipeng Yu, Alexander Van Esbroeck, Fahad Farooq, Glenn Fung, Vishal Anand, Balaji Krishnapuram
Healthcare Informatics (ICHI), 2013 IEEE International Conference on, pp. 415--420


2012

Knowledge discovery system for automated quality abstraction
Faisal Farooq, Shipeng Yu, Balaji Krishnapuram, Bharat Rao
ACM SIGHIT Record 2(1), 17--17, ACM, 2012

Rich Annotation Guided Learning
Xiang Li, Heng Ji, Faisal Farooq, Hao Li, Wen-Pin Lin, Shipeng Yu
International Journal on Advances in Intelligent Systems Volume 5, Number 3 \& 4, 2012

Active learning from multiple knowledge sources
Yan Yan, R\'omer Rosales, Glenn Fung, Faisal Farooq, Bharat Rao, Jennifer G Dy
International Conference on Artificial Intelligence and Statistics, pp. 1350--1357, 2012


2011

Leveraging rich annotations to improve learning of medical concepts from clinical free text
Shipeng Yu, Faisal Farooq, Balaji Krishnapuram, Bharat Rao
AMIA Annual Symposium Proceedings2011, 1603, American Medical Informatics Association

Predictive Models in Personalized Medicine: Neural Information Processing Systems (NIPS), 2010 workshop report
Faisal Farooq, Balaji Krishnapuram, Romer Rosales, Shipeng Yu, Jude Shavlik, Raju Kucherlapati
ACM SIGHIT Record 1(1), 23--25, ACM, 2011


2010

Automated identification of medical concepts and assertions in medical text
R\'omer Rosales, Faisal Farooq, Balaji Krishnapuram, Shipeng Yu, Glenn Fung
AMIA Annual Symposium Proceedings2010, 682, American Medical Informatics Association


2009

Phrase-based correction model for improving handwriting recognition accuracies
Faisal Farooq, Damien Jose, Venu Govindaraju
Pattern Recognition 42(12), 3271--3277, Elsevier, 2009

Using topic models for OCR correction
Faisal Farooq, Anurag Bhardwaj, Venu Govindaraju
International Journal on Document Analysis and Recognition (IJDAR) 12(3), 153--164, Springer-Verlag, 2009


2008

Language models and automatic topic categorization for information retrieval in handwritten documents
Faisal Farooq
ProQuest, 2008

Integrating minutiae based fingerprint matching with local mutual information
Jiang Li, Sergey Tulyakov, Faisal Farooq, Jason J Corso, Venu Govindaraju
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on, pp. 1--4

Phrase based direct model for improving handwriting recognition accuracies
Faisal Farooq, Damien Jose, Venu Govindaraju
International Conference on Frontiers in Handwriting Recognition, 2008

Lexicon reduction in handwriting recognition using topic categorization
Faisal Farooq, Gaurav Chandalia, Venu Govindaraju
The Eighth IAPR International Workshop on Document Analysis Systems, pp. 369--375, 2008

Topic based language models for OCR correction
Anurag Bhardwaj, Faisal Farooq, Huaigu Cao, Venu Govindaraju
Proceedings of the second workshop on Analytics for noisy unstructured text data, pp. 107--112, 2008


2007

Language identification in historical Afghan manuscripts
Faisal Farooq, Venu Govindaraju
Signal Processing and Its Applications, 2007. ISSPA 2007. 9th International Symposium on, pp. 1--4

Indexing and retrieval of degraded handwritten medical forms
Huaigu Cao, Faisal Farooq, Venu Govindaraju
Proceedings of the Workshop on Multimodal Information Retrieval at IJCAI-2007

Security and accuracy trade-off in anonymous fingerprint recognition
Faisal Farooq, Nalini Ratha, Tsai-Yang Jea, Ruud Bolle
Biometrics: Theory, Applications, and Systems, 2007. BTAS 2007. First IEEE International Conference on, pp. 1--6

Symmetric hash functions for secure fingerprint biometric systems
Sergey Tulyakov, Faisal Farooq, Praveer Mansukhani, Venu Govindaraju
Pattern Recognition Letters 28(16), 2427--2436, Elsevier, 2007

Anonymous and revocable fingerprint recognition
Faisal Farooq, Ruud M Bolle, Tsai-Yang Jea, Nalini Ratha
Computer Vision and Pattern Recognition, 2007. CVPR'07. IEEE Conference on, pp. 1--7


2006

Word Spotting in peR Forms
Faisal Farooq, Venu Govindaraju
SAGH-'OG, 201, 2006

Discriminating Arabic Handwriting from Machine Print
Faisal Farooq, Venu Govindaraju
SAGH-'OG, 203, 2006

On the accent in handwriting of individuals
Faisal Farooq, Liana Lorigo, Venu Govindaraju
Tenth International Workshop on Frontiers in Handwriting Recognition, Suvisoft, 2006

Identifying Handwritten Text in Mixed Documents.
Faisal Farooq, Karthik Sridharan, Venu Govindaraju
ICPR (2), pp. 1142--1145, 2006


2005

Classification of machine print and handwriting in mixed Arabic documents
Karthik Sridharan, Faisal Farooq, Venu Govindaraju
2005 Symposium on Document Image Understanding Technology, 89

Pre-processing methods for handwritten Arabic documents
Faisal Farooq, Venu Govindaraju, Michael Perrone
Document Analysis and Recognition, 2005. Proceedings. Eighth International Conference on, pp. 267--271

Symmetric hash functions for fingerprint minutiae
Sergey Tulyakov, Faisal Farooq, Venu Govindaraju
Pattern Recognition and Image Analysis, pp. 30--38, Springer Berlin Heidelberg, 2005


2004

Tools for enabling digital access to multi-lingual Indic documents
Venu Govindaraju, Swapnil Khedekar, Suryaprakash Kompalli, Faisal Farooq, Srirangaraj Setlur, Ramanaprasad Vemulapati
Document Image Analysis for Libraries, 2004. Proceedings. First International Workshop on, pp. 122--133

Data mining for intrusion detection: techniques, applications and systems
Jian Pei, Shambhu J Upadhyaya, Faisal Farooq, Venugopal Govindaraju
null, pp. 877, 2004


2002

The Technique Integration
Jiang Li, Sergey Tulyakov, Faisal Farooq, Jason J Corso, Venu Govindaraju
Wuhan University, 2002