AIMC Topic: Machine Learning

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Bone age assessment from lateral cephalograms using deep learning algorithms in the Indian population.

Indian journal of dental research : official publication of Indian Society for Dental Research
PURPOSE: The assessment of bone age has applications in a wide variety of fields: from orthodontics to immigration. The traditional non-automated methods are time-consuming and subject to inter- and intra-observer variability. This is the first study...

What is the best method for long-term survival analysis?

Indian journal of cancer
In the Cox proportional hazards regression model, which is the most commonly used model in survival analysis, the effects of independent variables on survival may not be constant over time and proportionality cannot be achieved, especially when long-...

Artificial neural networks and computer vision in medicine and surgery.

Rozhledy v chirurgii : mesicnik Ceskoslovenske chirurgicke spolecnosti
Introduction: Artificial neural networks are becoming an essential technology in data analysis, and their influence is starting to permeate the field of medicine. Experimental surgery has been a long-term subject of study of our lab; this is naturall...

Editorial: Topical Collection on Emergent Dynamics of Biological Networks.

Journal of biosciences
This special issue 'Emergent properties of biological networks' celebrates the growing and vibrant international community of researchers working on questions in the area of cellular and tissue-level biological physics. Networks are a common way to r...

Maximum Accuracy Machine Learning Statistical Analysis-A Novel Approach.

Cancer treatment and research
Logistic regression is a statistical tool of paramount significance in the field of epidemiology and ranks as one of the most frequently published multivariable analyses for designs involving a single binary dependent variable and one or more indepen...

Implementation of a machine learning algorithm for automated thematic annotations in avatar: A linear support vector classifier approach.

Health informatics journal
Avatar Therapy (AT) is a modern therapeutic alternative for patients with schizophrenia suffering from persistent auditory verbal hallucinations. Its intrinsic therapeutical process is currently qualitatively analyzed via human coders that annotate s...

Electronic surveillance of patient safety events using natural language processing.

Health informatics journal
OBJECTIVE: We describe our approach to surveillance of reportable safety events captured in hospital data including free-text clinical notes. We hypothesize that a) some patient safety events are documented only in the clinical notes and not in any o...

Identification of colorectal cancer using structured and free text clinical data.

Health informatics journal
Colorectal cancer incidence has continually fallen among those 50 years old and over. However, the incidence has increased in those under 50. Even with the recent screening guidelines recommending that screening begins at age 45, nearly half of all e...

Artificial Intelligence in Drug Design: Are We Still There?

Current topics in medicinal chemistry
BACKGROUND: The artificial intelligence (AI)-assisted design of drug candidates with novel structures and desired properties has received significant attention in the recent past, so related areas of forward prediction that aim to discover chemical m...

Leveraging deep learning algorithms for synthetic data generation to design and analyze biological networks.

Journal of biosciences
The use of synthetic data is gaining an increasingly prominent role in data and machine learning workflows to build better models and conduct analyses with greater statistical inference. In the domains of healthcare and biomedical research, synthetic...