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pro vyhledávání: '"Jonnalagadda, Siddhartha R"'
Novel information retrieval methods to identify citations relevant to a clinical topic can overcome the knowledge gap existing between the primary literature (MEDLINE) and online clinical knowledge resources such as UpToDate. Searching the MEDLINE da
Externí odkaz:
http://arxiv.org/abs/1609.01597
Autor:
Adupa, Abhishek Kalyan, Garg, Ravi Prakash, Corona-Cox, Jessica, Shah, Sanjiv. J., Jonnalagadda, Siddhartha R.
To reduce the large amount of time spent screening, identifying, and recruiting patients into clinical trials, we need prescreening systems that are able to automate the data extraction and decision-making tasks that are typically relegated to clinic
Externí odkaz:
http://arxiv.org/abs/1609.01594
Background: Clinical guidelines and recommendations are the driving wheels of the evidence-based medicine (EBM) paradigm, but these are available primarily as unstructured text and are generally highly heterogeneous in nature. This significantly redu
Externí odkaz:
http://arxiv.org/abs/1609.01592
Rare diseases are very difficult to identify among large number of other possible diagnoses. Better availability of patient data and improvement in machine learning algorithms empower us to tackle this problem computationally. In this paper, we targe
Externí odkaz:
http://arxiv.org/abs/1609.01586
Clinicians are expected to have up-to-date and broad knowledge of disease treatment options for a patient. Online health knowledge resources contain a wealth of information. However, because of the time investment needed to disseminate and rank perti
Externí odkaz:
http://arxiv.org/abs/1609.01574
Community-based Question Answering (CQA) sites play an important role in addressing health information needs. However, a significant number of posted questions remain unanswered. Automatically answering the posted questions can provide a useful sourc
Externí odkaz:
http://arxiv.org/abs/1607.00706
Autor:
Basu, Tanmay, Kumar, Shraman, Kalyan, Abhishek, Jayaswal, Priyanka, Goyal, Pawan, Pettifer, Stephen, Jonnalagadda, Siddhartha R.
A systematic review identifies and collates various clinical studies and compares data elements and results in order to provide an evidence based answer for a particular clinical question. The process is manual and involves lot of time. A tool to aut
Externí odkaz:
http://arxiv.org/abs/1606.06424
Autor:
Morid, Mohammad Amin, Fiszman, Marcelo, Raja, Kalpana, Jonnalagadda, Siddhartha R., Del Fiol, Guilherme
Publikováno v:
In Journal of Biomedical Informatics April 2016 60:14-22
Autor:
Del Fiol, Guilherme, Mostafa, Javed, Pu, Dongqiuye, Medlin, Richard, Slager, Stacey, Jonnalagadda, Siddhartha R., Weir, Charlene R.
Publikováno v:
In International Journal of Medical Informatics February 2016 86:126-134
Publikováno v:
In Journal of Biomedical Informatics December 2015 58 Supplement:S120-S127