Machine learning

News • Classification of movement disorders

Tremor or myoclonus? AI helps tell them apart

Movement disorders often show overlapping symptoms, making it difficult for doctors to make the correct diagnosis. A new AI tool could help distinguish between different disorders, such as tremor and…

News • Combining spatial transcriptomics, pseudotime and machine learning

More precise than PSA: New biomarkers for prostate cancer found in urine

Using AI and extensive analyses of gene activity in tumours, researchers have found new, precise biomarkers to diagnose prostate cancer at an early stage through a simple urine sample.

News • Machine learning analysis

Breast cancer: AI predicts metastasis from recurrence

The location and timing of breast cancer recurrence may allow AI to predict the risk of metastasis, a new study shows. This is an essential step towards developing personalised treatment strategies.

News • Responsiveness of machine learning models

Will an AI recognize patient deterioration in the ICU? Not quite yet

Machine learning models fail to detect key health deteriorations in the ICU: a new study reveals that 66% of critical injuries in hospitals would go unnoticed if the current AI models were put to use.

News • Deep and ensemble learning improve performance

New AI tool surpasses previous methods in colorectal cancer tissue analysis

Researchers developed an advanced AI tool for automatic analysis of colorectal cancer tissue slides. The new model outperformed all predecessors in the classification of tissue microscopy samples.

News • Machine learning prediction

AI opens non-surgical way to detect brain cancer metastasis

Researchers have developed an artificial intelligence (AI) model to detect the spread of metastatic brain cancer using MRI scans, offering insights into patients’ cancer without aggressive surgery.

News • Imitation learning

Learning surgery steps: Robot see, robot do

Imitation learning could open a new frontier in medical robotics: Researchers 'taught' a robot to mimic a surgical procedure by watching the surgeons' performance.

News • Predicting bloodstream infections

AI to tackle antimicrobial resistance, sepsis, in the ICU

UK scientists are harnessing the power of AI to assess the antimicrobial resistance of patients in intensive care units (ICUs) and identify sepsis-causing bloodstream infections.

News • New machine learning method

Seeing the beating heart with better MRI videos

Using smartly trained neural networks, researchers at TU Graz have succeeded in generating precise real-time images of the beating heart from just a few MRI measurement data.

News • Color adjustment technique

Training an AI to early detect dementia with big data

With enough medical training data, AI can predict health conditions with astounding accuracy. Now, researchers want to use brain scans of the entire Scottish population to have an algorithm early detect dementia.

News • Machine learning forecast of MS

Multiple sclerosis: predicting progression with AI

Can an AI predict the progression of multiple sclerosis in a patient over the subsequent months and years? Researchers in Belgium used machine learning to do just that – with promising results.

News • Infrared thermography analysis

AI predicts coronary artery disease from facial thermal imaging

A combination of facial thermal imaging and artificial intelligence (AI) can accurately predict the presence of coronary artery disease (CAD), new research finds.

News • Language barriers for health information

Chatbots get less accurate when health queries are not in English

Chatbots like ChatGPT generally deliver servicable results when asked for healthcare advice. However, new research suggests that the LLM's accuracy drops when languages other than English are used.

News • Message from our partner

AI-driven strategies for pharma industry at AUTOMA+ 2024

As AI is playing an increasingly crucial role in the fields of pharmacy and medicine, Pharmaceutical Automation and Digitalisation Congress (AUTOMA+ 2024) welcomes the entire industry value chain to join the roundtable discussion on the innovative strategies that are navigating the future of pharma. The Congress takes place in Zurich, Switzerland, on 18-19 November 2024.

News • Machine learning assessment

Heart transplantation: AI can provide decision-making support

Matching the right donor heart to the right recipient at the right time is a complex task. Now, experts point out how AI can provide unbiased decision-support for transplantation process.

Article • Improving quality and efficiency

Preparing for AI in clinical laboratories

Some year in this decade, AI tools will become ubiquitous within clinical laboratories. AI has the potential to increase the accuracy of laboratory testing and improve the quality and efficiency of operations and service of testing labs.

News • Warfarin, personalised

AI helps dosing anticoagulation meds in heart surgery patients

Warfarin is sometimes prescribed after heart surgery, but getting the dose right requires a personalised approach for each patient. A new AI tool is designed to help with this complex task.

News • Interpretable machine learning system

AI to detect colorectal cancer from pathology slides

Researchers work on the first prototype that applies AI to colorectal diagnosis. The prototype achieved a diagnostic acuity of 93.44% and a sensitivity of 99.7% in the detection of high-risk lesions.

News • Medication safety

Should these pills go together? ML model predicts drug interactions

Not all medication can safely be taken together. Using a machine-learning algorithm, researchers predict interactions that could interfere with a drug’s effectiveness.

News • Machine learning in sample analysis

Lab-trained pathology AI meets real world: ‘mistakes can happen’

AI models are highly capable in analysing tissue samples – as long as conditions are lab-perfect. Add a little contamination, however, and diagnostic accuracy goes out the window, a new study shows.

News • Digital disguise

Noisy data to improve patient privacy

Researchers have developed software able to disguise sensitive data in health care applications. This protects privacy while making datasets available for development of better treatments.

News • Algorithm detects emotional state

AI face detection as support for psychotherapy

A feasibility study by Swiss researchers shows that AI systems are able to reliably predict therapeutic success in patients with borderline personality pathology by detecting emotions on their face.

News • Award-winning research publication

Evaluating brain tumours with AI

Can AI help better evaluate images of brain tumours? A publication from German researchers on this topic presented at this years' ICIS conference won the Best Paper Award.

News • Technology assessment

AI in medical research: Promise and challenges

A powerful tool, but the need for human judgment remains: In an editorial published in PNAS Nexus, Monica M. Bertagnolli assesses the promise of AI and machine learning to study and improve health.

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