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Publication search results
found 53 matches
- 2024
- Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy R. Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Sai Meher Karthik Duddu, Gustavo Hernández Ábrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim:
Gecko: Versatile Text Embeddings Distilled from Large Language Models. CoRR abs/2403.20327 (2024) - 2022
- Jiacheng Xu, Siddhartha Jonnalagadda, Greg Durrett:
Massive-scale Decoding for Text Generation using Lattices. NAACL-HLT 2022: 4659-4676 - Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone, Prakash Krishnan, Siddhartha Reddy Jonnalagadda:
Logical Reasoning for Task Oriented Dialogue Systems. CoRR abs/2202.04161 (2022) - 2021
- Maryam Zolnoori, Sasha Vergez, Zoran Kostic, Siddhartha R. Jonnalagadda, Maxim Topaz:
Feasibility study of audio recording patient-clinician verbal communications in home healthcare settings. AMIA 2021 - 2017
- Jiantao Bian, Mohammad Amin Morid, Siddhartha Jonnalagadda, Gang Luo, Guilherme Del Fiol:
Automatic identification of high impact articles in PubMed to support clinical decision making. J. Biomed. Informatics 73: 95-103 (2017) - 2016
- Guilherme Del Fiol, Javed Mostafa, Dongqiuye Pu, Richard Medlin, Stacey Slager, Siddhartha Jonnalagadda, Charlene R. Weir:
Formative evaluation of a patient-specific clinical knowledge summarization tool. Int. J. Medical Informatics 86: 126-134 (2016) - Duy Duc An Bui, Guilherme Del Fiol, John F. Hurdle, Siddhartha Jonnalagadda:
Extractive text summarization system to aid data extraction from full text in systematic review development. J. Biomed. Informatics 64: 265-272 (2016) - Duy Duc An Bui, Guilherme Del Fiol, Siddhartha Jonnalagadda:
PDF text classification to leverage information extraction from publication reports. J. Biomed. Informatics 61: 141-148 (2016) - Mohammad Amin Morid, Marcelo Fiszman, Kalpana Raja, Siddhartha Jonnalagadda, Guilherme Del Fiol:
Classification of clinically useful sentences in clinical evidence resources. J. Biomed. Informatics 60: 14-22 (2016) - Heejun Kim, Jiantao Bian, Javed Mostafa, Siddhartha R. Jonnalagadda, Guilherme Del Fiol:
Feasibility of Extracting Key Elements from ClinicalTrials.gov to Support Clinicians' Patient Care Decision. AMIA 2016 - Kalpana Raja, Naman Dasot, Pawan Goyal, Siddhartha R. Jonnalagadda:
Towards Evidence-Based Precision Medicine: Extracting Population Information from Biomedical Text using Binary Classifiers and Syntactic Patterns. CRI 2016 - Abhishek Kalyan Adupa, Ravi Prakash Garg, Jessica Corona-Cox, Sanjiv J. Shah, Siddhartha R. Jonnalagadda:
An Information Extraction Approach to Prescreen Heart Failure Patients for Clinical Trials. CoRR abs/1609.01594 (2016) - Tanmay Basu, Shraman Kumar, Abhishek Kalyan, Priyanka Jayaswal, Pawan Goyal, Stephen Pettifer, Siddhartha Jonnalagadda:
A Novel Framework to Expedite Systematic Reviews by Automatically Building Information Extraction Training Corpora. CoRR abs/1606.06424 (2016) - Shu Dong, R. Kannan Mutharasan, Siddhartha Jonnalagadda:
Using Natural Language Processing to Screen Patients with Active Heart Failure: An Exploration for Hospital-wide Surveillance. CoRR abs/1609.01580 (2016) - Ravi Prakash Garg, Shu Dong, Sanjiv J. Shah, Siddhartha R. Jonnalagadda:
A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records. CoRR abs/1609.01586 (2016) - Ravi Prakash Garg, Kalpana Raja, Siddhartha R. Jonnalagadda:
CRTS: A type system for representing clinical recommendations. CoRR abs/1609.01592 (2016) - Prakash Reddy Putta, John J. Dzak III, Siddhartha R. Jonnalagadda:
Automatically extracting, ranking and visually summarizing the treatments for a disease. CoRR abs/1609.01574 (2016) - Kalpana Raja, Andrew J. Sauer, Ravi Prakash Garg, Melanie R. Klerer, Siddhartha R. Jonnalagadda:
A Hybrid Citation Retrieval Algorithm for Evidence-based Clinical Knowledge Summarization: Combining Concept Extraction, Vector Similarity and Query Expansion for High Precision. CoRR abs/1609.01597 (2016) - 2015
- Duy Duc An Bui, Siddhartha Jonnalagadda, Guilherme Del Fiol:
Automatically finding relevant citations for clinical guideline development. J. Biomed. Informatics 57: 436-445 (2015) - James Cormack, Chinmoy Nath, David Milward, Kalpana Raja, Siddhartha R. Jonnalagadda:
Agile text mining for the 2014 i2b2/UTHealth Cardiac risk factors challenge. J. Biomed. Informatics 58: S120-S127 (2015) - Mohammad Amin Morid, Siddhartha R. Jonnalagadda, Marcelo Fiszman, Kalpana Raja, Guilherme Del Fiol:
Classification of Clinically Useful Sentences in MEDLINE. AMIA 2015 - Chinmoy Nath, Mazen Albaghdadi, Siddhartha R. Jonnalagadda:
Automated Approach to Extract Cardiovascular Phenotypes from Echocardiography Reports. AMIA 2015 - Kalpana Raja, Andrew J. Sauer, Melanie R. Klerer, Siddhartha R. Jonnalagadda:
Automated Citation Retrieval System for Clinical Knowledge Management. AMIA 2015 - Jakob Stöber, Bret S. E. Heale, Kelley Fulghum, Guilherme Del Fiol, Heejun Kim, Kalpana Raja, Siddhartha Jonnalagadda:
Concept based Information Retrieval for Clinical Case Summaries. TREC 2015 - Kalpana Raja, Siddhartha Jonnalagadda:
Natural Language Processing and Data Mining for Clinical Text. Healthcare Data Analytics 2015: 219-249 - 2014
- Rashmi Mishra, Jiantao Bian, Marcelo Fiszman, Charlene R. Weir, Siddhartha Jonnalagadda, Javed Mostafa, Guilherme Del Fiol:
Text summarization in the biomedical domain: A systematic review of recent research. J. Biomed. Informatics 52: 457-467 (2014) - Siddhartha Jonnalagadda, Soheil Moosavinasab, Chinmoy Nath, Dingcheng Li, Christopher G. Chute, Hongfang Liu:
An Automated Approach for Ranking Journals to Help in Clinician Decision Support. AMIA 2014 - 2013
- Kavishwar B. Wagholikar, Manabu Torii, Siddhartha Jonnalagadda, Hongfang Liu:
Pooling annotated corpora for clinical concept extraction. J. Biomed. Semant. 4: 3 (2013) - Siddhartha Jonnalagadda, Diana B. Petitti:
A new iterative method to reduce workload in systematic review process. Int. J. Comput. Biol. Drug Des. 6(1/2): 5-17 (2013) - Siddhartha Jonnalagadda, Guilherme Del Fiol, Richard Medlin, Charlene R. Weir, Marcelo Fiszman, Javed Mostafa, Hongfang Liu:
Automatically extracting sentences from Medline citations to support clinicians' information needs. J. Am. Medical Informatics Assoc. 20(5): 995-1000 (2013)
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