My Contribution To Science
  1. Large Language Models for Chart Review: How Machine Learning Can Accelerate Hematology Research
    B,D. Lam, P. Wang, S. Ma, O. Jafari, I. Kovalenko, A. Li
    Blood Vessels, Thrombosis \& Hemostasis, vol. undefined, no. undefined, pp. 100052, 2025
  2. MIMIC-IV-Ext-PE: Using a Large Language Model to Predict Pulmonary Embolism Phenotype in the MIMIC-IV Dataset
    B. Lam, S. Ma, I. Kovalenko, P. Wang, O. Jafari, A. Li, S. Horng
    arXiv: 2411.00044arXiv preprint, vol. undefined, no. undefined, pp. undefined, 2024
  3. External Validation of EHR-CAT Risk Assessment Model for Cancer-Associated Thrombosis in 150 Healthcare Organizations
    A. Li, R. Kim, O. Jafari, S. Ma, J,Y. Jiang, N,R. Fillmore, J. La, C,I. Amos
    Blood, vol. 144, no. undefined, pp. 812, 2024
  4. Optimized Multi-Class VTE-BERT Large Language Model for Prediction of Cancer-Associated Thrombosis Phenotype
    A. Li, O. Jafari, S. Ma, A. Maghsoudi, B,D. Lam, J. Ryu, J,Y. Jiang, M. Ranjan, E. Zhou, R. Bandyo
    Blood, vol. 144, no. undefined, pp. 161, 2024
  5. Optimizing Fair Approximate Nearest Neighbor Searches Using Threaded B+-Trees
    O. Jafari, P. Maurya, K,M. Islam, P. Nagarkar
    International Conference on Similarity Search and Applications, pp. 133-147, 2021
  6. Exploring State-of-the-Art Nearest Neighbor Search Techniques
    P. Nagarkar, A. Bhattacharya, O. Jafari
    8th ACM IKDD CODS and 26th COMAD, pp. 443-446, 2021
  7. Experimental Analysis of Locality Sensitive Hashing Techniques for High-Dimensional Approximate Nearest Neighbor Searches
    O. Jafari, P. Nagarkar
    Databases Theory and Applications, pp. 62-73, 2021
  8. A Survey on Locality Sensitive Hashing Algorithms and Their Applications
    O. Jafari, P. Maurya, P. Nagarkar, K,M. Islam, C. Crushev
    arXiv: 2102.08942arXiv preprint, vol. undefined, no. undefined, pp. undefined, 2021
  9. Efficient Bitmap-Based Indexing and Retrieval of Similarity Search Image Queries
    O. Jafari, P. Nagarkar, J. Montaño
    IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), pp. 58-61, 2020
  10. Improving Locality Sensitive Hashing by Efficiently Finding Projected Nearest Neighbors
    O. Jafari, P. Nagarkar, J. Montaño
    Similarity Search and Applications, pp. 323-337, 2020
  11. mmLSH: A Practical and Efficient Technique for Processing Approximate Nearest Neighbor Queries on Multimedia Data
    O. Jafari, P. Nagarkar, J. Montaño
    Similarity Search and Applications, pp. 47-61, 2020
  12. SatelliteNER: An Effective Named Entity Recognition Model for the Satellite Domain
    O. Jafari, P. Nagarkar, B. Thatte, C. Ingram
    Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering, and Knowledge Management (IC3K), pp. 100-107, 2020
  13. qwLSH: Cache-Conscious Indexing for Processing Similarity Search Query Workloads in High-Dimensional Spaces
    O. Jafari, J. Ossorgin, P. Nagarkar
    Proceedings of the International Conference on Multimedia Retrieval, pp. 329-333, 2019
  14. Drawbacks and Proposed Solutions for Real-Time Processing on Existing State-of-the-Art Locality Sensitive Hashing Techniques
    O. Jafari, K,M. Islam, P. Nagarkar
    5th International Conference on Signal and Image Processing (SIGI), pp. 111-125, 2019
  15. M/M/1 Queue Analysis and Case Study of a Call Center (In Persian)
    O. Jafari, D. Ghasvari, M. Vafaei Jahan
    2nd International Conference on Knowledge, Information, and Software Engineering (ICKIS), pp. 791-798, 2015
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