Best practices for artificial intelligence in life sciences research.

Drug Discov Today

Curlew Research, Alderley Park, Macclesfield, Cheshire, SK10 4TG, UK.

Published: May 2021

We describe 11 best practices for the successful use of artificial intelligence and machine learning in pharmaceutical and biotechnology research at the data, technology and organizational management levels.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.drudis.2021.01.017DOI Listing

Publication Analysis

Top Keywords

best practices
8
artificial intelligence
8
practices artificial
4
intelligence life
4
life sciences
4
sciences describe
4
describe best
4
practices successful
4
successful artificial
4
intelligence machine
4

Similar Publications

Background: Historical prostate-specific antigen (PSA)-based screening studies reduced prostate cancer-related deaths but also led to overdiagnosis/overtreatment. Since then, opportunistic PSA testing has increased, and late-stage diagnoses and prostate-cancer related deaths are rising.

Objectives: To review current trends regarding PSA testing in primary care and propose a collaborative approach to improve early prostate cancer detection.

View Article and Find Full Text PDF

Chronic inflammatory demyelinating polyradiculoneuropathy (CIDP) includes a number of clinical subtypes. The major phenotype is "typical CIDP," which is characterized by symmetric and "proximal and distal" muscle weakness. Due to historical changes in the concept of CIDP, multifocal motor neuropathy, anti-myelin-associated glycoprotein (anti-MAG) neuropathy, and autoimmune nodopathy were excluded.

View Article and Find Full Text PDF

The 2021 KDIGO clinical practice guideline for the management of blood pressure (BP) in chronic kidney disease (CKD) provided significant practice-changing recommendations for the care of both adult and paediatric CKD patients not receiving dialysis. The purpose of this review is to contextualise these recommendations and evaluate their applicability to the Australian and New Zealand context. Key updates presented in this guideline relate to measurement techniques, with a strong recommendation for standardised office BP measurement, as opposed to routine office BP measurement.

View Article and Find Full Text PDF

[Explanation and interpretation of the compilation of neonatal blood transfusion in the national health standard "Guideline for pediatric transfusion"].

Zhongguo Dang Dai Er Ke Za Zhi

December 2024

Neonatal Center, Beijing Children's Hospital, Capital Medical University, Beijing 100045 (Hei M-Y, Email: Department of Pediatrics, Third Xiangya Hospital, Central South University, Changsha 410013.

In order to guide clinical blood transfusion practices for pediatric patients, the National Health Commission has released the health standard "Guideline for pediatric transfusion" (WS/T 795-2022). Considering the physiological particularities of the neonatal period, blood transfusion practices for neonates are more complex than those for other children, the guidelines include a separate chapter dedicated to neonatal blood transfusion. This paper interprets the background and evidence for the compilation of the neonatal blood transfusion provisions, hoping to aid in the understanding and implementation of the neonatal blood transfusion section of the guidelines.

View Article and Find Full Text PDF

Purpose: The Adolescent Brain Cognitive Development (ABCD) Study is the largest longitudinal study on brain development and adolescent health in the United States. The study includes a sociodemographically diverse cohort of nearly 12,000 youth born 2005-2009, with an open science model of making data rapidly available to the scientific community. The ABCD Study® data has been used in over 1100 peer-reviewed publications since its first data release in 2018.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!