Articles tagged with Medical Diagnosis
A study found that the number of US adults at high risk for vision loss increased significantly between 2002 and 2017. The estimated number rose to over 93 million in 2017, with a majority having diabetes or eye problems, highlighting the need for improved awareness of eye care.
A new study finds that machine learning algorithms can accurately diagnose mastitis origin and reduce mastitis levels on dairy farms. The technique achieved a classification accuracy of 98% for environmental vs contagious mastitis and 78% for lactation vs dry period environmental mastitis.
Researchers at Flinders University have developed a new measure for excessive buying problems, the Excessive Buying Rating Scale (EBRS), to assess severity and predict predictors of problematic buying. Strong beliefs about the benefits of buying were significant predictors, while gender and age also played a role.
A smart contact lens has been developed to monitor xerophthalmia and high intraocular pressure disease, providing real-time color changes based on moisture and pressure levels. The device features periodic nanostructures within a biocompatible hydrogel matrix, offering superior biosafety and comfort.
A general framework for automatic diagnosis of manufacturing systems was proposed, using convolutional neural networks to extract hidden degradation features from noisy time-course data. The framework performed well in benchmark applications and can be applied in diverse contexts.
A new study found that less than 5% of children and teenagers who tested positive for Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) had been previously diagnosed with the illness. The prevalence of pediatric ME/CFS was found to be higher among African American and Latinx youth.
A new study analyzing the first 1,000 participants in the Rhode Island Consortium for Autism Research and Treatment (RI-CART) identifies key trends in the presentation and diagnosis of autism spectrum disorder. Girls with autism receive a diagnosis, on average, nearly 1.5 years later than boys, likely due to advanced language abilities.
A new study published in JAMA Oncology finds that lack of insurance coverage is a major cause of delayed breast cancer screening and treatment among minority women. The research highlights the need for adequate health insurance to reduce racial outcome disparities in breast cancer.
Developed a patch-based health diagnosis sensor system that collects various health information in real-time by monitoring biosignals and certain movements. The sensor's stable structure mimics snake motions, spider webs, and paper craft, making it durable despite intense body movements.
A new educational outreach training package has shown effectiveness in managing respiratory diseases like COPD and asthma in Brazil. The Practical Approach to Care Kit (PACK) provides basic, cost-effective ways to diagnose and treat these common, severe diseases.
A team of scientists from Massachusetts General Hospital has developed an algorithm to estimate dementia risk using EHRs, predicting new diagnoses up to eight years in advance. The tool uses machine learning and NLP to analyze clinical terms and estimate patient risk.
A new tool developed by researchers at Karolinska Institutet and the Netherlands predicts a person's survival probability after dementia diagnosis over three years. The tool provides clear tables for primary care physicians and specialist clinics to estimate post-diagnosis life expectancy based on easily identifiable factors.
A new machine learning app developed by Houston Methodist aims to prevent severe fall-related injuries and death in patients. The AI technology uses clinical parameters and demographics to predict risk and triggers tailored interventions.
A study by Dr. Ingo Helmich and his team found significant differences in non-verbal gestures and behavior between athletes with and without concussion, providing a new tool for improving diagnosis. These findings suggest that motion quality presentation gestures can offer insight into post-concussion motor sensory experience.
Researchers developed two spectral-based techniques to evaluate cervical tissue changes before labor, improving diagnostic capabilities. The study identified one technique as more effective in detecting these changes.
Researchers found that using diet pills and laxatives for weight control increased the odds of receiving a subsequent first eating disorder diagnosis by 80% and 320%, respectively. The study calls for policies to restrict access to these products, including banning their sale to minors.
A new cascade of care model for Rhode Island aims to improve treatment for opioid use disorder by defining five stages of care and estimating gaps in care. The model highlights a significant gap between diagnosis and linkage to treatment, with only half of diagnosed individuals initiating medication-based treatment.
Research reveals that only one LDL subclass causes significant damage, while others are harmless. Accurate diagnosis using LDL subclass composition could improve cardiovascular disease rates.
Researchers at Penn State combined geostationary satellites and traditional weather radar to create a system that produces the best forecasts for severe thunderstorms. The study found that assimilating satellite and radar data simultaneously leads to the most accurate predictions, with warning times increased by up to 40 minutes.
Patients with Down syndrome arthropathy experience a 11.5-month delay in diagnosis from symptom onset, and optimal therapy remains unclear due to medication intolerance and ineffectiveness. The study aims to raise awareness and improve screening for this condition.
An observational study of nearly 16,000 older adults with chronic kidney disease (CKD) found that higher doses of the muscle relaxant baclofen were associated with a greater risk of hospitalization due to encephalopathy. The study suggests that patients with CKD may need closer monitoring when prescribed baclofen.
A new study by Anglia Ruskin University reveals that many over-50s diagnosed with autism late in life had grown up believing they were 'bad people', citing lack of support as a major issue. The research suggests receiving a diagnosis can be a positive eureka moment, bringing relief and understanding.
Researchers found that increasing physical activity after a breast cancer diagnosis is associated with a lower risk of death, regardless of pre-diagnosis activity levels. Postmenopausal women who were insufficiently active before diagnosis but sufficiently active after diagnosis had a 50% reduced risk of overall mortality.
Researchers analyzed Reddit postings to understand the demand for crowd-diagnosis of sexually transmitted diseases. The study found that a significant proportion of requests were made after consulting with healthcare professionals, raising questions about the role of social media in healthcare decision-making.
A study found that 58% of Reddit users seeking medical advice for STDs explicitly requested a crowd-diagnosis, with 31% including a picture of symptoms. The majority of diagnoses were received within a day, but many were wildly inaccurate, posing risks to public health.
Researchers developed guidelines to improve diagnosis, prognosis, and treatment decision-making for patients with MDS and CMML. The guide provides technical aspects, quality controls, and step-by-step instructions for applying Next Generation Sequencing (NGS) in hospitals and laboratories.
Researchers investigated weight loss surgery and skin cancer risk among 4,000 Swedish patients. The study found a significant association between the two, suggesting that weight loss surgery may reduce skin cancer risk.
A new UK study finds that psychiatric diagnoses are seldom used as entry criteria for NHS mental health services, instead relying on broad clusters of difficulties and the specialist skills of staff. This challenges the long-held assumption that diagnoses are essential for accessing care, opening the way for alternative and more scient...
African Americans and Hispanics start treatment later than whites with associated higher costs, delaying organ damage and poor outcomes. The study's lead author notes that minorities are not receiving timely treatment to achieve adequate clinical gains.
Researchers found that aspirin use was associated with a lower risk of death among patients with biliary tract cancer, which includes gallbladder cancer. The observational study included nearly 3,000 patients and suggests that long-term aspirin use may be beneficial for these patients.
A new study has discovered a non-invasive method to diagnose osteoarthritis by detecting high-frequency sounds from knee joint components, showing promise for improved diagnosis and personalized treatment plans. The technique involves attaching small microphones to knees and analyzing sound waveforms during movement phases.
A systematic review and meta-analysis of seven studies with 4.3 million participants found a potential association between bipolar disorder and an increased likelihood of a subsequent Parkinson disease diagnosis. However, subgroup analyses suggest possible overestimation of the magnitude of the associations.
A Rutgers study reveals that new risk factors have emerged for heart valve infections, which can be deadly and affect patients with heart disease or artificial valves. The study found a significant increase in hospital-acquired cases, attributed to staphylococcus bacteria, highlighting the need for tailored prevention strategies.
Babies born weighing under 3.6kg are more likely to develop type 2 diabetes by 50.0 years vs 51.3 years, with lower BMI and higher HDL cholesterol at diagnosis. Low birthweight affects risk of developing type 2 diabetes in the same way irrespective of BMI and HDL cholesterol.
A UK study found that the proportion of younger adults diagnosed with type 2 diabetes has increased since the start of the century. Younger cases have a more aggressive metabolic profile, including higher BMI, blood glucose levels, and cholesterol levels. This trend is associated with a higher risk of cardiovascular disease and mortality.
Individuals with familial hypercholesterolemia face a high risk of heart attack and stroke despite receiving multiple cholesterol-lowering treatments. The study found that only 52% of adults with FH meet LDL-cholesterol targets, highlighting the need for more aggressive treatment.
A major new study has found that cancer patients who miss an urgent referral appointment for their symptoms are 12% more likely to die within 12 months of diagnosis. The study also revealed that non-attending patients with cancer had a higher risk of advanced stage disease at diagnosis, which can lead to poorer outcomes.
Researchers found that nearly all dementia diagnoses were made by non-specialist physicians, leading to missed opportunities for more accurate diagnosis and targeted treatment. The study highlights the need for better training and tools for primary care doctors to diagnose dementia subtypes.
Researchers at Aarhus University have found evidence that Parkinson's disease may arise in the intestinal system, with harmful proteins like alpha-synuclein migrating to the brain and heart. This new study suggests that understanding how the disease starts could lead to more effective treatments.
A new study published in Neurology found that facial pain is a common symptom of headaches, affecting up to 10% of people with primary headaches. The study suggests that facial pain may be a distinct syndrome rather than just a headache variant.
Researchers found that around 21% of dermatologists rarely/never perform fungal preparations due to perceived adequacy or time concerns, while 25% with CLIA certification reported difficulty in obtaining the necessary certifications. The study emphasizes the need for increased education and policy-based interventions to ease the process.
A post-mortem study in a Mozambican hospital reveals that tuberculosis (TB) cases were often missed by clinicians and traditional autopsy methods. The study found that 28% of patients had the disease at the time of death, with a higher prevalence among HIV-positive adults.
A new study found that compensatory strategies used by people with autism have both positive and negative outcomes, increasing social integration but potentially resulting in poor mental health. The study highlights the need for increased awareness among clinicians and support for those who need it.
A new study published in Annals of Surgical Oncology suggests that delaying chemotherapy after breast cancer surgery can lead to poorer overall survival. The research found that patients who received postoperative chemotherapy within four months of diagnosis had better survival rates than those whose treatment was delayed.
Researchers found that people with osteoarthritis were at a higher risk of dying from cardiovascular disease compared to the general population. The study, published in Lund University, followed 469,000 people for 11 years and found a significant link between osteoarthritis and increased mortality from cardiovascular diseases.
Researchers identified three major disease categories associated with a high number of misdiagnoses. Vascular events, infections, and cancers account for nearly three-fourths of serious harms from diagnostic errors. The study's findings highlight the importance of improving bedside diagnostic decision-making in healthcare systems.
A new study by UK and US researchers found that WHO mental health diagnostic descriptions often focus on external symptoms, leading to alienation and misunderstanding among patients. The research recommends incorporating more information about the felt-experience into the guidelines to improve understanding and empathy for service users.
Depressive symptoms in patients newly diagnosed with lymphoma or multiple myeloma were linked to shorter survival rates. Patients who remained depressed or recovered from depressive symptoms had reduced life expectancy compared to those without depressive symptoms.
Researchers call for better diagnosis and treatment protocols due to misdiagnosis, resource waste, and patient discomfort associated with BMS. The condition's symptoms can be easily treated if underlying causes are identified.
A large-scale data study conducted by Swansea University researchers has identified early warning signs of eating disorders, including higher rates of other mental disorders and prescription medications. The findings may enable GPs to detect these conditions earlier, leading to better outcomes for patients.
Researchers analyzed data from a large, multi-ethnic sample and found that the 0.70 threshold provided discrimination of COPD-related hospitalization and mortality comparable to other fixed thresholds. The study supports the continued use of FEV1/FVC <0.70 to identify individuals at risk of clinically significant COPD.
A survey shows a wide variation in UK heart failure care, with some areas having fewer than seven nurses per 1,600 patients. Many services lack administrative support and mental health professionals, despite updated guidelines recommending best practice for diagnosis and management.
A University of Colorado study found that young-onset patients with colorectal cancer often experience prolonged rectal bleeding before diagnosis, leading to advanced stage cancer at the time of diagnosis. The average delay between symptom onset and diagnosis was 294 days.
A Canadian study found women experiencing minor strokes or TIAs are 10% more likely to receive non-stroke diagnoses. Researchers highlight the importance of recognizing atypical symptoms and accurate diagnosis for prevention and treatment.
A study found that Blacks, Asians/Pacific Islanders, and Hispanics are at increased risk of developing kidney, neurological, and blood problems following a lupus diagnosis. This highlights the need for greater awareness and early treatment in these populations.
A UK study of 93,000 adults with heart failure reveals diagnostic tests, drug prescriptions, and follow-up patterns are suboptimal, particularly for women and those over 75 years old. The research highlights the need for improved care systems to address these gaps in chronic disease management.
Long-term opiate therapy rates persistently high for at least five years in cancer survivors, increasing over time. Cancer survivors diagnosed later had higher opioid prescribing rates than those diagnosed earlier.
Women are often prevented from seeking early treatment for pelvic organ prolapse due to confusion about symptoms and feelings of shame. The condition causes pain, incontinence, and psychological distress, but conservative treatments can be effective if detected early.
Researchers investigated risk factors for melanoma dissemination and the impact of time on distant relapse. The findings provide valuable information for improving melanoma treatment outcomes.
A UK study found that only one-third of patients with suspected urinary tract infections (UTIs) actually have evidence of the infection. In reality, nearly all patients receive antibiotics, which contributes to antimicrobial resistance. The study suggests implementing antimicrobial stewardship initiatives could reduce unnecessary antib...