A machine learning approach using wearable data, EHRs and ecological momentary assessment information outperformed existing spine surgery outcome prediction tools.

HealthITAnalytics

12.06.2024

Interpretable machine learning helps clinicians classify EEG anomalies

An interpretable machine learning model improved clinicians’ performance in reading electroencephalography charts, boosting accuracy from 47% to 71%.

HealthITAnalytics

08.06.2024

NIH funds validation of graft-versus-host disease assessment AI

A $4.2 million grant will support the validation of an artificial intelligence tool to measure skin changes in patients with chronic graft-versus-host disease.

HealthITAnalytics

05.06.2024

Deep learning model personalizes adaptive therapy for prostate cancer

A deep reinforcement learning model designed to tailor adaptive treatment schedules could double the time to progression for prostate cancer patients.

HealthITAnalytics

04.06.2024

AI reveals association between body composition, lung cancer outcomes

New research shows that changes in muscle mass and fat quality during immunotherapy treatment are linked to poor outcomes in metastatic lung cancer.

HealthITAnalytics

01.06.2024

MRI-based machine learning approach predicts breast cancer metastasis

A convolutional neural network successfully flagged 95% of breast cancer patients with axillary metastasis, demonstrating potential to reduce unnecessary biopsies.

HealthITAnalytics

30.05.2024

AI tool predicts autoimmune disease risk using genomic data

The artificial intelligence-driven EXPRESSO model uses genomic data, epigenetics and other information to identify risk genes for autoimmune disease.

HealthITAnalytics

15.05.2024

AI enhances computational performance of artificial pancreas system

An AI-driven artificial pancreas kept patients’ blood sugar in the desired range just as long as a non-AI tool while reducing computational demands six-fold.

HealthITAnalytics

07.05.2024

Precision medicine tool predicts breast cancer immunotherapy response

New InteractPrint tool analyzes how breast cancer epithelial cells impact cancer-immune interactions, enabling prediction of immune checkpoint inhibition response.

HealthITAnalytics

04.05.2024

Machine learning reveals link between metabolites and Alzheimer’s

A machine learning method recently shed light on how gut microbial metabolites interact with cells’ receptors and contribute to Alzheimer's disease.

HealthITAnalytics

30.04.2024

Self-supervised foundation models mitigate bias in histopathology AI

Image classification models perform more accurately in white patients than in Black patients, but foundation models may help close these health equity gaps.

HealthITAnalytics

25.04.2024

Computational models forecast pediatric heart valve leakage

New computational models simulate heart valve shape, possible weak spots, and blood flow to help predict potential issues and guide surgery-based preventive efforts.

HealthITAnalytics

23.04.2024

Machine learning approach predicts heart failure outcome risk

A machine learning tool accurately forecasts risk of adverse outcomes in patients with advanced heart failure with reduced ejection fraction across five categories.

HealthITAnalytics

19.04.2024

Artificial intelligence tools improve skin cancer diagnostic accuracy

A Stanford Medicine-led meta-analysis revealed that artificial intelligence algorithms can help healthcare practitioners diagnose skin cancers more accurately.

HealthITAnalytics

13.04.2024

Deep learning tool may reduce false-positives in screening mammography

A deep learning model accurately identified false positive screening mammograms, significantly reducing diagnostic callbacks and unnecessary biopsies.

HealthITAnalytics

09.04.2024

Machine learning predicts hospitalization during cancer treatment

Machine learning models using daily step counts and other wearable data accurately predicted unplanned hospitalization during concurrent chemoradiotherapy.

HealthITAnalytics

06.04.2024

Clinical deterioration AI contributes to reduced care escalation risk

An AI-driven clinical deterioration intervention was associated with a 10.4 percent reduction in the risk of escalations of care during hospitalization.

HealthITAnalytics

03.04.2024

Machine learning approach may help tailor precision medicine treatments

New machine learning tool uses data on individualized molecular interactions to predict how a patient’s immune system will respond to foreign cells.

HealthITAnalytics

02.04.2024

NIH funding development of AI tools for health disparity research

The “Trustworthy AI to Address Health Disparities in Under-resourced Communities,” project is set to enhance the explainability of AI-driven risk prediction models.

HealthITAnalytics

29.03.2024

Online big data dashboard to help map enteric infectious diseases

The Planetary Child Health & Enterics Observatory dashboard aims to shed light on the global public health threat of diarrheal diseases in children.

HealthITAnalytics

27.03.2024

Deep learning model detects COVID-19 infection using lung imaging

A deep neural network-based automated detection tool could assist emergency room clinicians in diagnosing COVID-19 effectively using lung ultrasound images.

HealthITAnalytics

23.03.2024

Machine learning predicts perioperative peripheral artery disease risk

Machine learning models accurately forecasted one-year major adverse outcomes following endovascular intervention for peripheral artery disease.

HealthITAnalytics

22.03.2024

Artificial intelligence unpredictably impacts radiologist performance

AI improves performance for some radiologists, but not others, raising questions about a one-size-fits-all integration approach for the tools in healthcare.

HealthITAnalytics

21.03.2024

Healthcare orgs face significant data modernization challenges

Healthcare organizations report an average 124% ROI for their data investments, but many cite data management and integration as major roadblocks.

HealthITAnalytics

15.03.2024

Predictive tool use has little effect on knee surgery decision-making

The use of a predictive tool designed to forecast outcomes of total knee arthroplasty did not significantly alter patients’ willingness for surgery.

HealthITAnalytics

14.03.2024

Deep learning tool predicts brain metastasis in lung cancer patients

A new deep learning approach utilizes histopathology images to forecast whether a patient’s lung cancer will eventually spread to the brain.

HealthITAnalytics

12.03.2024

Mount Sinai to develop sleep apnea outcome risk prediction models

A $3 million NIH grant will help researchers develop and study machine learning models to predict risk for cardiovascular disease in sleep apnea patients.

HealthITAnalytics

08.03.2024

Artificial Intelligence Method Enables Data Mining from Pathology Reports

The Cancer Genome Atlas (TCGA)-Reports, a set of 10,000 machine-readable pathology reports, may bolster large language model applications in oncology research.

HealthITAnalytics

06.03.2024

Machine Learning Predicts Cancer Risk in Liver Disease Patients

Machine learning can forecast which metabolic dysfunction-associated steatotic liver disease patients are likely to be diagnosed with liver cancer in the future.

HealthITAnalytics

05.03.2024

AI Smartphone Tool Accurately Diagnoses Pediatric Ear Infections

An artificial intelligence-driven smartphone app may help diagnose childhood ear infections and guide appropriate antibiotic treatment.

HealthITAnalytics

01.03.2024

Machine Learning Models Predict Mortality Among Dementia Patients

New machine learning tools accurately predicted patient mortality at one, five, three, and 10 years across eight dementia subtypes.

HealthITAnalytics

28.02.2024

NLP Framework Could Improve Medical Summarization Tools

Researchers have developed a framework to fine-tune the natural language processing models used in medical text summarization tools.

HealthITAnalytics

24.02.2024

GPT-4 Matches Ophthalmologists in Glaucoma, Retina Management

Mount Sinai researchers revealed that the large language model GPT-4 can match, and even outperform, human specialists in managing glaucoma or retina disease.

HealthITAnalytics

22.02.2024

Hartford HealthCare Launches Center for AI Innovation

Hartford HealthCare’s Center for AI Innovation will support the research and development of artificial intelligence technologies to improve patient care.

HealthITAnalytics

17.02.2024

Auditing Framework Provides Insights into ‘Black Box’ Medical AI

‘Black box’ AI models pose a challenge for healthcare applications, but a new framework may help users understand the tools’ decision-making processes.

HealthITAnalytics

15.02.2024

AI Chatbots Provide Inconsistent Musculoskeletal Health Information

Multiple studies indicate that ChatGPT, Google Bard, and BingAI demonstrate limited accuracy when presenting information about orthopedic procedures.

HealthITAnalytics

13.02.2024

$4M Grant to Fund Development of Sleep Apnea Outcome Prediction Tools

Mount Sinai researchers will use a $4 million NIH grant to investigate how artificial intelligence could advance outcome prediction for patients with sleep apnea.

HealthITAnalytics

09.02.2024

AI Provides Personalized Treatment Strategies for Esophageal Cancer

New pharmacokinetic model recommends personalized treatment by analyzing differences among the signaling pathways in esophageal cancer.

HealthITAnalytics

08.02.2024

Machine Learning Identifies Drug Candidates for Cardiac Fibrosis

Mechanistic machine learning tools can provide insights into how different drug candidates could minimize harmful scarring following a heart attack.

HealthITAnalytics

03.02.2024

Predictive Model Accurately Tracks Alzheimer’s Disease Progression

The DETree framework combines Alzheimer’s progression modeling with individual prediction to forecast how a patient’s disease may develop over time.

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HealthITAnalytics - Health

Machine learning tool accurately predicts spine surgery outcomes

Interpretable machine learning helps clinicians classify EEG anomalies

NIH funds validation of graft-versus-host disease assessment AI

Deep learning model personalizes adaptive therapy for prostate cancer

AI reveals association between body composition, lung cancer outcomes

MRI-based machine learning approach predicts breast cancer metastasis

AI tool predicts autoimmune disease risk using genomic data

AI enhances computational performance of artificial pancreas system

Precision medicine tool predicts breast cancer immunotherapy response

Machine learning reveals link between metabolites and Alzheimer’s

Self-supervised foundation models mitigate bias in histopathology AI

Computational models forecast pediatric heart valve leakage

Machine learning approach predicts heart failure outcome risk

Artificial intelligence tools improve skin cancer diagnostic accuracy

Deep learning tool may reduce false-positives in screening mammography

Machine learning predicts hospitalization during cancer treatment

Clinical deterioration AI contributes to reduced care escalation risk

Machine learning approach may help tailor precision medicine treatments

NIH funding development of AI tools for health disparity research

Online big data dashboard to help map enteric infectious diseases

Deep learning model detects COVID-19 infection using lung imaging

Machine learning predicts perioperative peripheral artery disease risk

Artificial intelligence unpredictably impacts radiologist performance

Healthcare orgs face significant data modernization challenges

Predictive tool use has little effect on knee surgery decision-making

Deep learning tool predicts brain metastasis in lung cancer patients

Mount Sinai to develop sleep apnea outcome risk prediction models

Artificial Intelligence Method Enables Data Mining from Pathology Reports

Machine Learning Predicts Cancer Risk in Liver Disease Patients

AI Smartphone Tool Accurately Diagnoses Pediatric Ear Infections

Machine Learning Models Predict Mortality Among Dementia Patients

NLP Framework Could Improve Medical Summarization Tools

GPT-4 Matches Ophthalmologists in Glaucoma, Retina Management

Hartford HealthCare Launches Center for AI Innovation

Auditing Framework Provides Insights into ‘Black Box’ Medical AI

AI Chatbots Provide Inconsistent Musculoskeletal Health Information

$4M Grant to Fund Development of Sleep Apnea Outcome Prediction Tools

AI Provides Personalized Treatment Strategies for Esophageal Cancer

Machine Learning Identifies Drug Candidates for Cardiac Fibrosis

Predictive Model Accurately Tracks Alzheimer’s Disease Progression

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