The application of artificial intelligence to drug sensitivity prediction
نویسندگان
چکیده
منابع مشابه
Application of Artificial Intelligence to the Prediction of the Antimicrobial Activity of Essential Oils
Essential oils (EOs) are vastly used as natural antibiotics in Complementary and Alternative Medicine (CAM). Their intrinsic chemical variability and synergisms/antagonisms between its components make difficult to ensure consistent effects through different batches. Our aim is to evaluate the use of artificial neural networks (ANNs) for the prediction of their antimicrobial activity. Methods. T...
متن کاملBayesian Prediction for Artificial Intelligence
This paper shows that the common method used for making predictions under uncertainty in AI and science is in error. This method is to use currently available data to select the best model from a given class of models-this process is called abduction-and then to use this model to make predictions about future data. The correct method requires averaging over all the models to make a prediction-w...
متن کاملThe Application of Algorithmic Probability to Problems in Artificial Intelligence
We will cover two topics First, Algorithmic Probability — the motivation for defining it, how it overcomes difficulties in other formulations of probability, some of its characteristic properties and successful applications. Second, we will apply it to problems in A.I. — where it promises to give near optimum search procedures for two very broad classes of problems. A strong motivation for revi...
متن کاملArtificial Intelligence-Application, and Impact
Executive Summary The objective of this project is achieving a proper insight about the artificial intelligence (AI), its modern applications and the impact of the improvements in this field on society and economy. First, we provide a brief overview about the AI and its evolution is prepared. It is found that AI is an interdisciplinary field that its goal is developing systems that having the a...
متن کاملAgainst the Global Replacement : On the Application of the Philosophy of Artificial Intelligence to Artificial Life
This paper is a complement to the recent wealth of literature suggesting a strong philosophical relationship between artificial life (A-Life) and artificial intelligence (AI). I seek to point out where this analogy seems to break down, or where it would lead us to draw incorrect conclusions about the philosophical situation of A-Life. First, I sketch a thought experiment (based on the work of T...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Chinese Science Bulletin
سال: 2020
ISSN: 0023-074X
DOI: 10.1360/tb-2020-0557