It May Be Possible to Predict Recurrence of Mesothelioma with Help from AI
A newly-published report suggests that artificial intelligence (AI) might help pathologists predict recurrence of mesothelioma. The report focuses on technology developed by the RIKEN Center for Advanced Intelligence Project (AIP) in Japan. The Center claims the computer program taught itself to recognize key features in images of cancer. Some of the features were ones that even pathologists did not know about. The findings suggest that AI and pathologists could predict recurrence of mesothelioma better than pathologists alone. How AI Might Predict Recurrence of Mesothelioma A computer program usually has to be “taught” to perform a certain task. But this limits how far the learning can go. Instead of “teaching” it about cancer, researchers let the RIKEN technology learn on its … Continue reading It May Be Possible to Predict Recurrence of Mesothelioma with Help from AI
Study Evaluates Breath Test to Detect Early Mesothelioma
Doctors in Michigan have launched a study to determine if volatile organic compounds (VOCs) in exhaled breath can detect early mesothelioma. They are also looking for a correlation between participants’ VOCs and biomarkers in the blood. VOCs can give doctors vital information about cellular metabolism. Previous studies of VOCs show that they can sometimes indicate the presence of mesothelioma. But no one knows yet if VOCs can really detect early mesothelioma. None of the previous studies have been big enough for the technique to be universally recommended. How VOCs Can Detect Early Mesothelioma Cancer causes biochemical changes in the body. These biochemical changes produce VOCs that a person exhales. Different types of cancer produce different combinations of VOCs. Breath testing … Continue reading Study Evaluates Breath Test to Detect Early Mesothelioma
Machine Learning Tool May Predict Mesothelioma Survival Better Than Pathologists
The developers of a machine learning tool called MesoNet say the program can predict mesothelioma survival better than a pathologist. MesoNet is a deep convolutional neural network. It analyzes digitized images of mesothelioma cells to predict overall survival. In a new article in Nature Medicine, its creators compared the machine learning tool with pathologist-read slides. Then they validated MesoNet with two different sets of mesothelioma patients. The result may offer a new, more accurate approach to mesothelioma treatment planning. What is a Machine Learning Tool? A machine learning tool is a computer program that gets “smarter” the more it runs. A deep convolutional neural network is a type of machine learning tool that analyzes images. The more images it analyzes, … Continue reading Machine Learning Tool May Predict Mesothelioma Survival Better Than Pathologists
MicroRNA Signature for Mesothelioma Could Lead to Earlier Diagnosis
Australian researchers believe they have identified what amounts to a microRNA signature for mesothelioma in pleural effusion. Pleural effusion is the name for excess lung fluid. Up to 90 percent of pleural mesothelioma patients develop a pleural effusion. Researchers at the University of Western Australia say this fluid contains a wealth of information that could improve mesothelioma diagnosis. They have recently identified a trio of RNA molecules in fluid samples that could serve as a microRNA signature for mesothelioma. This “signature” could help doctors distinguish mesothelioma from other types of cancer. The Challenge of Mesothelioma Diagnosis Pleural mesothelioma is notoriously hard to diagnose. The early symptoms of mesothelioma are similar to the symptoms of many other lung conditions. They are … Continue reading MicroRNA Signature for Mesothelioma Could Lead to Earlier Diagnosis
Minimally Invasive Lymph Node Staging May Prevent Unnecessary Mesothelioma Surgery
A minimally invasive procedure for lymph node staging may help some pleural mesothelioma patients avoid the pain and risk of surgery. That is the conclusion of a recent study on endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA). EBUS-TBNA is a minimally invasive method for testing the lymph nodes deep in the chest (mediastinal lymph nodes). If lymph node staging shows evidence of pleural mesothelioma, surgery is less likely to be effective. Mediastinal Lymph Node Staging and Mesothelioma Pleural mesothelioma is a rare cancer that starts on the membrane around the lungs. It can spread to the lungs and other organs and is usually fatal. The mediastinal lymph nodes are located in the area between the lungs. When the body is fighting … Continue reading Minimally Invasive Lymph Node Staging May Prevent Unnecessary Mesothelioma Surgery
Evaluating Mesothelioma Symptoms: New Tool Makes it Easier
Evaluating mesothelioma symptoms is an important step in planning treatment for asbestos cancer. But researchers at a top US cancer center say it is hard to do a thorough job using current tools. That’s why doctors at MD Anderson have developed their own method for evaluating mesothelioma symptoms. They made some mesothelioma-specific additions to an existing cancer symptom evaluation system. Tests on more than 200 mesothelioma patients show the method works well and is easy to use. The developers hope doctors can use it to design better mesothelioma treatment plans. The Importance of Evaluating Mesothelioma Symptoms When a patient receives a mesothelioma diagnosis, the next step is evaluating mesothelioma symptoms. This process can help give the doctor valuable information about … Continue reading Evaluating Mesothelioma Symptoms: New Tool Makes it Easier
Breath Testing for Mesothelioma: Not Yet Ready for Widespread Use?
Breath testing for mesothelioma may be a promising new way to catch asbestos cancer early. But Italian researchers are warning that there is not yet enough research to recommend widespread use of the technique. Malignant pleural mesothelioma is a virulent and hard-to-treat cancer. Researchers around the world continue to search for faster, easier ways to diagnose and treat it. Breath testing for mesothelioma is one proposed method. Special machines measure volatile organic compounds (VOCs) in patients’ exhaled breath. VOCs can give doctors important information about cellular metabolism and can indicate the presence of cancer. But researchers at Italy’s University of Bari analyzed all of the studies on breath testing for mesothelioma since 2000. They say none of the studies are … Continue reading Breath Testing for Mesothelioma: Not Yet Ready for Widespread Use?
Machine Learning Could Lead to Earlier Mesothelioma Diagnosis
A machine learning tool being developed by Google could lead to earlier mesothelioma diagnosis and better survival rates. That word comes from Google artificial intelligence experts who recently presented their research at a developer conference in California. Machine learning specialist Lily Peng told the gathering that advanced A.I. can detect lung cancers like mesothelioma before doctors can even see them. Earlier mesothelioma diagnosis would allow for earlier intervention which could mean longer survival for victims of one of the world’s deadliest cancers. Diagnosis Often Comes Too Late Mesothelioma is a form of lung cancer caused by asbestos exposure. It can take decades to develop, but It is usually fatal within 18 months of diagnosis. One reason is that earlier mesothelioma … Continue reading Machine Learning Could Lead to Earlier Mesothelioma Diagnosis
Scientists Say Machine Learning Could Help Diagnose Mesothelioma Earlier
Researchers in Toronto say machine learning could help doctors diagnose mesothelioma earlier. Molecular geneticists at the University of Toronto teamed up with cancer and heart doctors to conduct the new research. The team collected data from hundreds of suspected mesothelioma cases and ran it through different statistical analysis programs. The goal was to see which one was best at determining who had pleural mesothelioma and who did not. The results revealed some important information – both about the machine learning tools and about how doctors might diagnose mesothelioma earlier, even without them. Why Doctors Need to Diagnose Mesothelioma Earlier Mesothelioma is almost always caused by asbestos exposure. In the first few years of the disease, there may be no mesothelioma … Continue reading Scientists Say Machine Learning Could Help Diagnose Mesothelioma Earlier
New Study Could Lead to a Mesothelioma Breath Test
A large new study now underway may eventually make it possible to create a mesothelioma breath test. Cancer Research UK has launched a two-year clinical trial of the Breath Biopsy. The Breath Biopsy is a device that detects molecules exhaled by people with cancer. The Need for Early Mesothelioma Detection Malignant mesothelioma is one of the deadliest types of cancer. Most people who get mesothelioma have been exposed to asbestos. By the time they receive a diagnosis, many mesothelioma patients have advanced disease. Late diagnosis is one of the main reasons people with mesothelioma often die within a year. When mesothelioma cancer is in an advanced stage, it is less likely to respond to treatment. Scientists around the world are … Continue reading New Study Could Lead to a Mesothelioma Breath Test
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