General Practitioners (GPS) May Soon Be Able to Identtify Patients with An Increased Risk of Lung Cancer Up to Four Months Earlier Than is Currently the case. The gp should be removed to Simply Identify Patients during a Consultation with an algorithm Created by Researchers at Amsterdam UMC Based on the data of more than half a million Patients.

The results of the study was published in the British journey of general practice.

The algorithm looks at all medical information from general practice, including the AI-Complicated, Unstructured Notes That A GP Has Made Over the Years.

“The algorithm picks up predictive Signals from Patients’ Medical History. With this, The Algorithm then Identifies a Large Propration of these proportions of these patients up to four monlier than is the passage,” Says martijn schut, Professor of Translational Artificial Intelligence at Amsterdam UMC.

Other Studies and algorithms used predefined and coded variables, such as the variables “smoking” or “coughing up blood.”

“The GP’s Notes Contain Information About The History of the Patients With We Can Detect Patients With Cancer Much Earlier Thanks to the Algorithm,” Says Ameen Abu Hanna, Profility of CLICAL BCE Science at Amsterdam UMC. Further Research must show which particular fragments the algorithm uses in order to actually be able to use it in practice.

Other types of cancer

This method may also offer relieve for other types of cancer, which are often only only And for the patient, survival and quality of life are better and the costs are lower.

“Now many patients are diagnosed with lung cancer at an advanced stage, 3 or 4, which means that 80% often die within a year a year. Previous research indicates Earlier alredy has a noticeable effect on the forecast.

Screening vs. algorithm

Compared to National Screening Programs, The Algorithm Generates Fewer False Positives and The Selection Can Simply Take Place During the consultation. Lung Cancer remains one of the most common cancers and, despite advances in treatment, still have a Poor Prognosis.

The Five-Year Mortality Rate is Above 80%. Previous Research Indicated a Significant Increase in Survival When Treatment Started Four Weeks Earlier. With the authors’ method, the majority (62%) of patients with lung cancer even be referred four months earlier. This makes a significant difference in costs. However, the method still needs to be validated in different countries and health care systems.

The Files of 525,526 Patients were Analyzed (From Four Academic GP Networks in Amsterdam, utrecht and groningen), of which 2,386 Were Diagnosed with Lung Cancer. The diagnoses were validated using the dutch cancer registry, and both structured and free text data was used to predict the diagnosis of lung cancer five months before diagnosis (Four months before referaral).