Search Tag: machine learning
2023 13 Oct
Ongoing research and challenges regarding the use of Artificial Intelligence and Machine Learning to leverage data and identify complex interactions to address antimicrobial resistance in the ICU. The possibilities of artificial intelligence (AI), and more specifically, machine learning (ML), are being researched across almost all domains...Read more
2023 12 Oct
As we step into the futuristic landscape of 2023, the healthcare sector is buzzing with the melody of Artificial Intelligence (AI). This melody harmonizes with the rhythm of Machine Learning (ML) and the lyrics of Natural Language Processing (NLP), orchestrating a healthcare revolution that's nothing short of a masterpiece. Here's a look at how these...Read more
2023 28 Jun
Delayed recognition of haemodynamic and respiratory deterioration in hospitalised patients is linked to increased morbidity and mortality. Measures have been developed to improve the recognition of acute deterioration and reduce the occurrence of major adverse events like all-cause mortality and unplanned ICU admission. One such measure is the implementation...Read more
2023 08 Jun
In an interesting session at HIMSS this week, Bejyamin Deldar, Co-founder of Deep Medical. Medical Doctor and Researcher, Innovator and Clinical Entrepreneur Fellow at NHS England spoke about using artificial intelligence to understand patient compliance behaviours. He highlighted that globally, $9 trillion is spent on healthcare. However, nearly $300...Read more
2023 22 May
Effective regulatory systems are an essential component of health system strengthening and contribute to better public health outcomes, even more so in the age of medical devices that are enabled by machine learning. Key Points Without medical devices, many critical healthcare procedures would not be possible. WHO provides guidance...Read more
2023 22 May
Stephen Gilbert, Professor for Medical Device Regulatory Science at the Else Kröner Fresenius Center for Digital Health at Dresden University of Technology, spoke to HealthManagement about the need for improved and balanced regulation of medical devices and artificial intelligence, and what can be expected in the future. What is your stand...Read more
2023 22 May
The use of harmonised standards in support of the Medical Devices Regulations (MDR & IVDR) is a proven and trusted way to ensure compliance, quality, safety and efficiency of products, production processes, management systems, services and test-methods. They are developed as per the EU request to the European Standardisation Organisations (CEN &...Read more
2023 21 Apr
The Advocate Aurora Research Institute is using KelaHealth’s Surgical Intelligence Platform to combine the capabilities of artificial intelligence (AI) and machine learning (ML) to transform surgical care. The project aims to determine how much variation exists in surgical and patient outcomes, helping researchers to understand the types of...Read more
2023 06 Feb
Many machine learning (ML) models have been developed for use in the ICU, but their effectiveness in new settings is uncertain due to a lack of external validation. A study showed that less than one-third of Food and Drug Administration (FDA) approved ML models have undergone multisite assessment. In addition, only 11% of ICU prediction models have...Read more
2022 18 Nov
A machine learning tool has been created to help predict patients at high risk of developing COVID-19. The technology has been developed by a team of researchers at Imperial College London and the Infection Prevention and Control (IPC) unit at Imperial College Healthcare NHS Trust. The tool has been trained to identify risk factors associated...Read more
2022 13 Sep
Data science has brought forth many exciting advancements in healthcare; however, it is important to recognise what data science is and how we can continue to use it to positively advance healthcare Key Points Data science is an intersection of computer science, mathematics, and domain expertise. Artificial intelligence encompasses...Read more
2022 21 Jul
Flashback Technologies Inc, an innovative digital healthcare company that uses artificial intelligence and machine learning technologies to transform basic physiological data into lifesaving and life changing vital signs, announced today that it has appointed Marcus Barkham as CEO. "Marcus brings over 20 years of senior executive experience in...Read more
2022 08 Jul
Early diagnosis of cancer can lead to better patient care and better outcomes. In particular, the use of intelligent imaging technology along the patient’s journey, from screening to diagnosis to treatment, monitoring and follow-up, is essential. HealthManagement.org spoke to Dr Ben Newton, General Manager, Oncology at GE Healthcare, to discuss his...Read more
2022 23 Feb
CLARA Analytics (“CLARA”), the leading provider of artificial intelligence (AI) technology in the commercial insurance industry, has announced that it has selected Gabe Cossio as the new Vice President of Sales. Cossio will play a lead role in executing CLARA’s aggressive growth strategy as the organization scales up to meet mounting demand. Cossio’s...Read more
2022 25 Jan
An observational, multicohort, retrospective study was conducted to validate two machine-learning clinical classifier models for assigning acute respiratory distress syndrome (ARDS) subphenotypes. Two ARDS subphenotypes with distinct biological and clinical features and differential treatment responses have been identified in seven individual cohorts....Read more
2022 08 Mar
Workshop day: March 8 Conference days: March 9-10 Find Reinforce on Social Media Read more
2021 04 Nov
The winners of the eAward 2021 have been announced. The first place in the category of Machine Learning and Artificial Intelligence was taken by VRVis Zentrum für Virtual Reality und Visualisierung Forschungs-GmbH and Agfa HealthCare for their joint project "Interpretive Artificial Intelligence strengthens trust in computer-aided diagnoses." ...Read more
2021 04 Oct
A recent article, published 30 September in the Journal of the American College of Radiology , explored post-regulatory pharmacovigilance issues associated with radiological practice AIs and strategies for choosing ideal solutions. AI algorithms in clinical use are increasing. The US FDA has cleared over 100 commercially available AI algorithms...Read more
2021 30 Sep
On 24 September in Nature Communications , NYU and NYU Abu Dhabi researchers reported developing an artificial intelligence (AI) system with radiologist-level accuracy for identifying breast cancer in ultrasound. Ultrasound is a critical tool used along with mammography for breast cancer screening, detection, and characterization. Compared to...Read more
2021 12 Mar
A new study describes a three-stage machine-learning approach to automated surgical skill assessment in laparoscopic cholecystectomy videos . You might also like: L eading experts including Jorge Juan Fernández (EIT Health), John Halamka (Mayo Clinic) and medical futurist Bertalan Meskó discussed the opportunities and challenges of...Read more
2021 07 Mar
A group of Spanish researchers present the results of their work on applying natural language processing (NLP) techniques for electronic health record analysis and specific data extraction. You might also like: A vendor-neutral, open-source, natural language approach of EHR data is suggested by a team of U.K. researchers, to help...Read more