Zobrazeno 1 - 10
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pro vyhledávání: '"Ghosh, Palash"'
Publikováno v:
JMIR Public Health and Surveillance, Vol 6, Iss 3, p e20341 (2020)
BackgroundThe highly infectious coronavirus disease (COVID-19) was first detected in Wuhan, China in December 2019 and subsequently spread to 212 countries and territories around the world, infecting millions of people. In India, a large country of a
Externí odkaz:
https://doaj.org/article/5aea5463c61e40bc84bce2a8cd9fd7fd
In a sequential multiple-assignment randomized trial (SMART), a sequence of treatments is given to a patient over multiple stages. In each stage, randomization may be done to allocate patients to different treatment groups. Even though SMART designs
Externí odkaz:
http://arxiv.org/abs/2401.03326
In machine learning, a routine practice is to split the data into a training and a test data set. A proposed model is built based on the training data, and then the performance of the model is assessed using test data. Usually, the data is split rand
Externí odkaz:
http://arxiv.org/abs/2206.11721
A dynamic treatment regimen (DTR) is a set of decision rules to personalize treatments for an individual using their medical history. The Q-learning based Q-shared algorithm has been used to develop DTRs that involve decision rules shared across mult
Externí odkaz:
http://arxiv.org/abs/2107.07875
Knee Osteoarthritis (OA) is a destructive joint disease identified by joint stiffness, pain, and functional disability concerning millions of lives across the globe. It is generally assessed by evaluating physical symptoms, medical history, and other
Externí odkaz:
http://arxiv.org/abs/2106.14292
Akademický článek
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Sequential multiple assignment randomized trials (SMARTs) are used to construct data-driven optimal intervention strategies for subjects based on their intervention and covariate histories in different branches of health and behavioral sciences where
Externí odkaz:
http://arxiv.org/abs/1808.07287
Autor:
Raju, Silver1,2 (AUTHOR), Ghosh, Palash1,2 (AUTHOR), Nayani, Kiranmai1,2 (AUTHOR), Prashanth, Jupally2,3 (AUTHOR), Sridhar, Balasubramanian2,3 (AUTHOR), Mainkar, Prathama S.1,2 (AUTHOR), Chandrasekhar, Srivari1,2 (AUTHOR) srivaric@iict.res.in
Publikováno v:
Chemistry - A European Journal. 8/21/2023, Vol. 29 Issue 47, p1-7. 7p.
Adaptive interventions (AIs) are increasingly becoming popular in medical and behavioral sciences. An AI is a sequence of individualized intervention options that specify for whom and under what conditions different intervention options should be off
Externí odkaz:
http://arxiv.org/abs/1705.01772
Publikováno v:
Annals of Data Science; Jun2024, Vol. 11 Issue 3, p959-978, 20p