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Archive for category: E-News

E-News

Findings could expand kidney donor options for recipients

, 26 August 2020/in E-News /by 3wmedia

Researchers at Loma Linda University Health found that kidney transplantationcan be safely performed using organs testing positive for the hepatitis C virus (HCV) antibody but negative for active viral infection.
Their findings, published July 24 in the American Journal of Transplantation, could expand the number of kidneys available for those in need.
“One way of increasing the kidney donor pool is to utilize more organs from HCV positive donors,” said the study’s lead author, Michael E. de Vera, MD, director of Loma Linda University (LLU) Transplant Institute. “Currently, HCV positive donors are defined by donors that have previously had HCV even if they were cured. Now there has been a call to redefine the definition of an HCV positive donor in hopes that more organs can be used from these donors.”
Co-author of the study, Michael Volk, MD, director of transplant hepatology at LLU Tansplant Institute, participated in a 2017 American Society of Transplantation consensus conference, which encouraged the use of organs testing positive for HCV — those with only a positive antibody, as well as those testing positive for the virus. This recommendation stems in part from the availability of newer and better medications to cure people of the virus.
 
“These organs testing positive for HCV are frequently discarded and often come from younger donors,” Volk said. “This approach has the potential to save lives by increasing the numbers of transplants.”
Although there is a record number of deceased organ donors, de Vera said the gap between the number of kidney transplants performed and the number of patients on the waiting list remains substantial.
There are now nearly 95,000 kidney patients on the waiting list, but less than 20,000 kidney transplants occurred in 2017, according to the United Network for Organ Sharing.
 
The problem is even wider in California, where nearly 2,300 people received a kidney in 2017, while nearly 19,000 remained on the waitlist.
 
HCV is tested in organ donors by checking for the presence of HCV antibodies (Ab) and HCV RNA, de Vera said. The presence of HCV antibodies shows that the virus at some point affected the host, but does not reveal if the host was cured. The presence of HCV RNA, on the other hand, indicates active infection. Many organ donors are HCV Ab positive but HCV RNA negative, and doctors have been reluctant to transplant kidneys from these donors for fear of transmitting HCV to the recipient. As a result, many of these kidneys have not been used in the past.
 
“Our hope is that this study will convince transplant doctors that the use of these donor kidneys is safe and does not lead to HCV transmission,” said de Vera. “And hopefully, more patients will receive these life-saving organs.”
The study was titled, “Transplantation of hepatitis C virus (HCV) antibody positive, nucleic acid test negative donor kidneys to HCV negative patients frequently results in seroconversion but not HCV viremia.”
The study looked at 32 patients who were transplanted with HCV Ab+/NAT- kidneys at Loma Linda University Medical Center from January 2017 to February 2018. All patients consented to the surgeries.
Recipient ages ranged from early 40s to late 60s, and donor ages ranged from late 20s to mid 50s. All 32 patients are doing well without evidence of hepatitis C virus infection.

https://lluh.org/?rsource=lluhealth.org/
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ESR and Siemens Healthineers are inviting discussion on the digital future of radiology

, 26 August 2020/in E-News /by 3wmedia

As part of their partnership, the European Society of Radiology (ESR) and Siemens Healthineers will, for the first time, offer a joint discussion platform for all aspects relating to the digitalization of radiology at the European Congress of Radiology, which will take place between February 27 and March 3, 2019, in Vienna, Austria. In the Siemens Healthineers Digital Experience Hall, experts from academia and industry will be available for open exchanges in a range of interactive discussion formats and will provide insights into their current research and development to make the influence of digitalization on the radiology of the future more tangible. The discussion topics were selected in advance by the ECR participants as part of an online survey. The respondents chose artificial intelligence (AI), big data and augmented and virtual reality. Visitors to the Siemens Healthineers Digital Experience Hall will be able to, among other things, experience augmented reality solutions firsthand and create their own AI applications.
Digitalization has, for several years now, been a major topic at every radiology congress. Given the growing importance of big data applications and artificial intelligence – Siemens Healthineers has already launched 40 AI-based solutions and secured around 500 machine learning patents – a wide range of predictions are circulating regarding the significance of the potential changes for the occupational profile and range of tasks of radiologists. But what will the real consequences of increasing digitalization be for their daily work? This is what the ESR, together with the congress participants and Siemens Healthineers, wants to find out at ECR 2019. The Siemens Healthineers Digital Experience Hall offers visitors the chance to discuss the opportunities presented by digitalization in radiology for physicians, healthcare professionals and patients, as well as to address the subject of digitalization for healthcare as a whole. In the hall, the speakers will provide insights into their latest development work and present new innovative technologies, such as a digital twin of the heart. In addition to a wide range of discussion formats, numerous visionary application examples will be able to be both experienced and understood with all the senses.
“The digitalization of healthcare is essentially a fundamental transformation process that will affect every one of us. There are currently three major paradigm shifts taking place, each influencing the other: More precise diagnostics and therapies leveraging large amounts of data, a more active role for patients, and the growing importance of digital technologies such as artificial intelligence. Only those who understand and approach these transformation processes actively will be able to shape the future of healthcare,” said Christoph Zindel, President of Diagnostic Imaging at Siemens Healthineers.
"We are very pleased that Siemens Healthineers has not only placed the future topics of radiology – digitalization, artificial intelligence, big data and augmented reality – at the forefront of its corporate focus but is also giving our congress guests the opportunity to talk to both renowned medical technology experts and one another about the development of their discipline at ECR 2019. Today, I would like to invite all ECR participants to visit the Siemens Healthineers Digital Experience Hall to discuss the opportunities presented by digitalization in radiology and to experience innovative digitalization applications for themselves," said ESR President Professor Lorenzo E. Derchi from Genoa, Italy.
The Siemens Healthineers Digital Experience Hall is located right next to the entrance to the Austria Center Vienna and will be open from Thursday, February 28, 2019, to Saturday, March 2, 2019, from 10 a.m. to 6 p.m. In addition, Siemens Healthineers will also be showcasing a broad overview of its current digital products and all its novel medical imaging developments at Booth 511 at the ECR industrial exhibition in Hall Expo X5.

www.myesr.org      www.healthcare.siemens.com

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Cannabis extract helps reset brain function in psychosis

, 26 August 2020/in E-News /by 3wmedia

Research from King’s College London has found that a single dose of the cannabis extract cannabidiol can help reduce brain function abnormalities seen in people with psychosis. Results from a new MRC-funded trial provide the first evidence of how cannabidiol acts in the brain to reduce psychotic symptoms.
Cannabidiol, also referred to as CBD, is a non-intoxicating compound found in cannabis. A purified form of cannabidiol has recently been licensed in the USA as a treatment for rare childhood epilepsies, and a 2017 King’s College London trial has demonstrated cannabidiol has anti-psychotic properties.
However, exactly how cannabidiol may work in the brain to alleviate psychosis has remained a mystery.
“The mainstay of current treatment for people with psychosis are drugs that were first discovered in the 1950s and unfortunately do not work for everyone,” says Dr Sagnik Bhattacharyya, from the Institute of Psychiatry, Psychology & Neuroscience (IoPPN). “Our results have started unravelling the brain mechanisms of a new drug that works in a completely different way to traditional anti-psychotics.”
The researchers studied a group of 33 young people who had not yet been diagnosed with psychosis but who were experiencing distressing psychotic symptoms, along with 19 healthy controls. A single dose of cannabidiol was given to 16 participants while the other 17 received a placebo.
All participants were studied in an MRI scanner while performing a memory task which engages three regions of the brain known to be involved in psychosis.
As expected, the brain activity in the participants at risk of psychosis was abnormal compared to the healthy participants. However, among those who had cannabidiol, the abnormal brain activity was less severe than for those who received a placebo, suggesting cannabidiol can help re-adjust brain activity to normal levels.
The influence of cannabidiol on these three brain regions could underlie its therapeutic effects on psychotic symptoms.
Intriguingly, previous research from King’s College London shows cannabidiol appears to work in opposition to tetrahydrocannabinol (THC), the ingredient in cannabis responsible for getting users high which has been strongly linked to the development of psychosis. THC can be thought of as mimicking some of the effects of psychosis, while cannabidiol has broadly opposite neurological and behavioural effects.
Dr Bhattacharyya and colleagues at IoPPN are now launching the first large scale, multi-centre trial to investigate whether cannabidiol can be used to treat young people at high risk of developing psychosis..
Some estimates suggest that in England alone, over 15,000 people present with early symptoms of psychosis every year. Despite symptoms that can be extremely severe, there are currently no treatments that can be offered to patients at high risk of psychosis because current anti-psychotic drugs can have serious side-effects.
“There is an urgent need for a safe treatment for young people at risk of psychosis,” says Dr Bhattacharyya. “One of the main advantages of cannabidiol is that it is safe and seems to be very well tolerated, making it in some ways an ideal treatment. If successful, this trial will provide definitive proof of cannabidiol’s role as an antipsychotic treatment and pave the way for use in the clinic.”

Kings College Londonhttps://tinyurl.com/y8n36su9

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More frequent screening after prostate cancer treatment not linked to improved survival

, 26 August 2020/in E-News /by 3wmedia

Prostate cancer patients who were monitored more frequently after treatment did not live significantly longer than patients who were monitored once a year, according to study findings led by a University of North Carolina Lineberger Comprehensive Cancer Center researcher.
Researchers presented findings from an analysis of data from nearly 10,500 prostate cancer patients in the United States from 2005 to 2010. The study’s primary goal was to determine if more frequent monitoring with the prostate-specific antigen test after treatment improved patients’ long-term survival. The researchers found that survival risk was not significantly different for patients who had PSA monitoring every three months compared with patients who had monitoring once a year.
“This suggests that for prostate cancer patients, once-a-year monitoring may be enough,” said UNC Lineberger’s Ronald C. Chen, MD, MPH, associate professor in the UNC School of Medicine Department of Radiation Oncology, who was the study’s first author. “This is not a surprising finding because prostate cancer is often a slow-growing disease.”
After completing treatment for prostate cancer, patients need routine monitoring to detect a potential recurrence of the cancer and get treated early, Chen said, with the goal of improving long-term survival. For patients who have finished either surgery or radiation, the PSA test is used to check regularly to look for recurrence. However, Chen said guidelines have differed as to how often the test is needed.
“If more frequent testing does not help patients live longer, then it can actually harm the patient in terms of the cost of testing, and causing stress and anxiety,” said University of North Carolina School of Medicine’s Ramsankar Basak, PhD, a study co-author. “We hope that results of this study will help change future guidelines on monitoring of prostate cancer patients after treatment.”

University of North Carolina Lineberger Comprehensive Cancer Center
unclineberger.org/news/prostate-cancer-treatment-followup

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Targeting MC1R in metastatic melanoma

, 26 August 2020/in E-News /by 3wmedia

In 1960, scientists described the “Philadelphia chromosome” that causes chronic myeloid leukemia, and in 2001 the Food and Drug Administration approved the drug imatinib to disable the action of this cancer-causing genetic change. It was the dawn of genetically-targeted treatments against cancer and it seemed as if many cancers would fall to a similar strategy: Find a genetic difference between cancer cells and healthy cells, and then develop a drug to target this difference. Of course, rarely has it proved that easy. It’s difficult to find a genetic difference common to all cells within a single cancer, and many of these differences are impossible to target with existing drug strategies. Often this seemingly simple gene/drug pairing doesn’t work.
Then again, sometimes it does.
A University of Colorado Cancer Center study describes a genetic change common to 80 percent of human melanomas, the most deadly form of skin cancer, and also describes a molecule that seeks out cells marked by this genetic change. The current study attaches a radioactive label to the targeting molecule and uses positron emission tomography (PET) imaging to show that the radiolabeled molecule does, in fact, seek out and bind to melanoma cells. Using a similar approach, it may be possible to not only image these cells, but to attach therapy to this targeting molecule to kill these melanoma cells.
The work starts with a protein called melanocortin-1 receptor (MC1R), which is involved in determining skin and hair colour, but which is also found at a higher level on the surface of more than 80 percent of human melanomas. The current study describes a “peptide” that specifically binds to MC1R. If MC1R is a lock, then the peptide 68Ga-DOTA-GGNle-CycMSHhex is the key that fits it. In this case, researchers attached an imaging radionuclide to this peptide – the combination of peptide and radionuclide found, bound, and “lit up” melanoma metastases, allowing researchers to image these melanoma cells.
The success of this molecular targeting approach suggests the possibility of using the peptide as a delivery vehicle to transport a therapeutic radionuclide directly to melanoma cells marked with MC1Rs for therapy.
“Basically, we attach the imaging radionuclide to the peptide, then the radiolabeled peptide finds MC1Rs on the melanoma through blood circulation, allowing us to use a PET machine to gather the signals from the radiolabeled peptide for melanoma imaging. It’s a very sensitive way to see melanoma,” says Yubin Miao, PhD, investigator at CU Cancer Center and Director of Radiopharmaceutical Science at the Radiology of CU School of Medicine.
In addition, researchers were able to replace the radiolabel with a fluorescent one to generate a new MC1R-targeting fluorescence imaging probe (called Cy5.5-GGNle-CycMSHhex). The current study shows that the fluorescent probe binds and stains MC1Rs on melanoma cells and lesions. Miao sees that the combination of these two approaches – one radiolabeled and one fluorescent – may potentially improve surgical outcomes for melanoma via imaging-guided surgery.
He also sees the potential to use a similar strategy as a personalized therapeutic approach for patients with melanoma metastases high in MC1Rs, especially for brain metastases.
University of Colorado Cancer Center https://tinyurl.com/ycjf52dv

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The Access to Medicine Index finds that a handful of pharmaceutical companies are developing the bulk of urgently needed new medicines for the poor

, 26 August 2020/in E-News /by 3wmedia

The development of new medical products that are considered the highest priority for people in developing countries is highly concentrated – among five pharmaceutical companies and on five diseases.
The 2018 Access to Medicine Index is an independent ranking of 20 of the leading pharmaceutical companies on their efforts to improve access to medicine in low- and middle-income countries. Takeda rises furthest in 2018, jumping ten places to fifth. GSK retains its position at the top of the Index. Novartis moves into second, ahead of Johnson & Johnson and Merck KGaA, which complete the group of leaders in 2018.
The four leaders, together with Sanofi (in 6th), account for 63% of the priority research and development (R&D) being undertaken.
“The fact that a handful of companies are carrying the bulk of the priority R&D load shows how fragile the situation is. A retreat by even one of these players would have a significant impact,” said Jayasree K. Iyer, Executive Director of the Access to Medicine Foundation. “If more companies joined this group, that would bring much needed resilience.”
The Index found that the industry’s engagement in such R&D is focused on five diseases, with half of all such activity targeting malaria, HIV/AIDS, tuberculosis, Chagas disease and leishmaniasis. All five diseases are the target of global health initiatives and have international donors behind them. In total, 45 diseases have been identified as a priority for R&D by the WHO and others.
The analysis indicates that the majority of the priority R&D projects are being carried out with public sector research organisations. However, some companies are developing priority products without such facilitation. One example is Merck KGaA developing tests and treatments for schistosomiasis, a water-borne parasitic disease that affects around 252 million people.
“This is evidence that, when society agrees on the priorities, this clearly works in focusing the industry’s efforts,” said Danny Edwards, research lead for the Index. “Our analysis found evidence of this not only in R&D but also in the actions companies take to make medicines accessible after they reach the market. In short, where there is a call to action or donor funding, more companies will get involved, particularly in areas with low commercial potential.”
The concentration in companies and diseases is also seen in other activities important for access to medicine: for example, small groups of companies account for the increases in fairer pricing strategies, and in access planning while products are still in the pipeline.
 
Progress over the last two years
The Index measures companies in seven areas of corporate behaviour that are important for increasing access to medicine.
Overall, the industry continues to mature in its approach to access to medicine. Three companies have set new or strengthened access strategies since the 2016 Index. Five companies are scaling up commercial models that explicitly view people living in underserved communities as customers. Companies are also more transparent about where they have patents in force, which is valuable information for international medicines procurers. Also, strategies that set different prices for different segments of a country’s population continue to become more sensitive to what people can afford.
However, performance continues to lag in some areas. For example, while companies are refining their pricing strategies to improve the affordability of more products, they are applying them in few countries, mostly emerging markets.  Also, while licensing has enabled the manufacture and distribution of generic versions of all recommended treatments for people living with HIV/AIDS, its use remains confined to that disease and to hepatitis C but could be extended to other diseases.
The companies have more projects in the pipeline that target global health priorities than they did two years ago. Since the 2016 Index, at least 66 products have moved through the pipeline to reach the market. They are for 14 diseases that the Index covers, with half of them targeting cancers. Other examples include: 

  • Three new pills that each can cure all six major genotypes of hepatitis C. Gilead has voluntary licensing agreements in place with 11 India-based generic pharmaceutical manufacturers which enable the manufacture and distribution of two of these products in 105 developing countries. (Gilead and AbbVie)
  • A child-friendly chewable form of a tablet for roundworm and whipworm, which currently infects an estimated 795 million people. The company has pledged a donation programme of 200 million doses per year until 2020. (Johnson & Johnson)

65% of cancer deaths globally in developing countries 

Cancer is taking an increasing toll in low- and middle-income countries, where approximately 65% of cancer deaths now occur. The Index examined company efforts to increase access to cancer products for the first time this year, focusing on those that are included on the World Health Organization (WHO) list of medicines it considers essential for all healthcare systems. It identified 72 such products. Novartis markets the largest proportion of these, including half of the cancer products that have an access initiative attached to them.
Efforts during the R&D phase to plan access initiatives for cancer products lag far behind those for communicable diseases. Plans are in place for 5% of candidate cancer products by the time they reach the later stages of development, compared with 54% for communicable disease pipeline products.
“There have been massive improvements in global health in the past decades, with all major pharmaceutical companies taking action. To close the gaps that remain, a greater diversity of companies must get involved and stay engaged for the long haul.” Jayasree K. Iyer, Executive Director.
   www.accesstomedicinefoundation.org

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Leading health thinkers to discuss the future of healthcare next month

, 26 August 2020/in E-News /by 3wmedia

Leaders of hospital and healthcare organizations around the globe will come together on 10-12 October at the 42nd IHF World Hospital Congress to share best practices and innovations and discuss how healthcare needs to evolve.

More than 150 industry leaders and practitioners from over 30 countries will be discussing value-based care, integrated care and digital transformation in a variety of sessions in a span of 3 days.  

Some of the concurrent sessions taking place are:

  • Platforms for value: data and analytics
  • Patients, process and tools: looking for the right combination to move from volume to value
  • Disruptive forces: turning traditional services models on their head
  • Building integrated service delivery to meet 21st century health needs – lessons learnt from World Bank operations
  • Coordinating coordination: what funding, structural, technological and clinical models do we need to support integrated care
  • Making numbers count: getting the most out of big data and artificial intelligence
  • Visions of the Hospital of the Future

The World Hospital Congress, the International Hospital Federation’s cornerstone event, is a unique global forum that brings together leaders of national and international hospital and healthcare organizations and key industry drivers for multidisciplinary exchange of knowledge, expertise and experiences on best practices in leadership in healthcare management and service delivery.

Hear from experts around the world about the latest innovations and the transformation of healthcare. You can still join the discussions – share your insights on current issues and contribute your ideas for the improvement of service delivery. View the latest program here.

The World Hospital Congress is a great opportunity to learn from some of the best in the industry, broaden your network, plus explore the sights, culture and food in Brisbane, Australia! You can still register online.

For more information visit www.hospitalcongress2018.com or contact 2018congress@ihf-fih.org.

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Carestream Health to sell its healthcare IT business to Philips

, 26 August 2020/in E-News /by 3wmedia

Carestream Health has signed an agreement with Royal Philips to sell its healthcare information systems (HCIS) business to Philips.
Carestream’s HCIS business unit provides imaging IT solutions to multi-site hospitals, radiology services providers, imaging centers and specialty medical clinics around the world. The business has developed strong customer relationships in attractive, high-growth healthcare segments and is positioned for continued growth and success.
As a result of this acquisition, Philips’ expanded healthcare IT business will feature Carestream’s enterprise imaging platform—including best in class VNA, diagnostic and enterprise viewers, multimedia reporting, workflow orchestrator and clinical, operational and business analytics tools—as part of its broad portfolio.
“We have had global success in providing radiology and enterprise imaging IT systems to help medical professionals provide quality care and enhance their operations,” said Ludovic D’Aprea, Carestream’s General Manager for Healthcare Information Solutions. “By becoming part of Philips, the HCIS business will have a greater opportunity to thrive and grow. Both organizations share a commitment to meaningful innovation which is deeply embedded in each company’s culture. Customers will have access to a broader portfolio of healthcare IT solutions to simplify medical image management, enable effective collaboration and enhance patient care.”
Like Carestream, Philips has built a strong, global business based on customer focus, world-class technical excellence and continuous innovation.
“Philips partners with global healthcare providers to connect people, information and technology with the commitment to deliver on the Quadruple Aim of improved patient experiences, better health outcomes, improved staff experiences, and lower costs of care,” said Robert Cascella, Chief Business Leader Precision Diagnosis at Royal Philips. “This acquisition will enhance our ability to provide flexible solutions to hospitals and health systems. The combination of our successful innovations in imaging system platforms, workflow optimization and artificial intelligence-enabled informatics, combined with Carestream’s cloud-based enterprise imaging informatics platform and complementary geographic footprint will provide a solid foundation to deliver on the promise of precision diagnosis.”
Carestream will retain its medical imaging, dental and industrial films, non-destructive testing, and precision coating businesses which are not impacted by the sale. “These established businesses have solid financial foundations, innovative technology platforms and have earned the trust of loyal customers around the world,” said David C. Westgate, Chairman, President and CEO of Carestream. “Our focus will be on delivering innovation that is life changing—for patients, customers, channel partners, communities and other stakeholders—and we will grow the company for long-term success.”
Following receipt of all regulatory and applicable government approvals, input from works councils and unions, and meeting all pre-conditions, the two companies will work towards closing the sale in the second half of 2019 and will continue to operate independently until closing. www.carestream.com

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Europe platelet rich plasma market: P-PRP gains dominant share, market to register 8.30% CAGR till 2022

, 26 August 2020/in E-News /by 3wmedia

The platelet rich plasma market in Europe is driven by the rising incidence of sports injuries; diseases including orthopedic diseases, neurological diseases, cardiovascular diseases; and obesity. In addition, the growing geriatric population being more prone to surgeries and injuries has also boosted the market. Furthermore, factors such as the launch of numerous devices for the preparation of platelet rich plasmas and the increasing awareness about the platelet rich plasma therapy and its benefits have also impacted the market positively. On the other hand, the factors such as the soaring costs of therapies and devices and the chances of treatment failures are amongst the key factors that may impede the growth of the market.
On the basis of type, the platelet rich plasma market in Europe is segmented into pure-platelet rich plasma (P-PRP), leukocyte-platelet rich fibrin (L-PRF), and leukocyte-platelet rich plasma (L-PRP). Amongst these, the segment of P-PRP led the market in 2013 and constituted a share of 70.8% in the market in Europe. This is owing to the rich platelet content of P-PRP. On the other hand, the segment of L-PRF is anticipated to experience the fastest growth rate in the forecast horizon owing to its benefits such as ease of preparation, reduced healing time of wounds, and cost-effectiveness, etc.
On the basis of origin, the market is segmented into homologous, autologous, and allogenic. Amongst these, in 2013, the segment of autologous led the platelet rich plasma market in Europe. On the other hand, the segment of allogenic platelet rich plasma will also grow owing to its requirement in patients diagnosed with blood disorders such as hemocytopenia and leukemia with a low count of platelets in the blood.
A new Transparency Market Research report states that the Europe platelet rich plasma market stood at US$42.1 mn in 2013 and is predicted to reach US$ 87.2 mn in 2022. It is expected to expand at a CAGR of 8.30% from 2014 to 2022. The title of the report is, “Platelet Rich Plasma Market – Europe Industry Analysis, Size, Share, Growth, Trends & Forecast 2014 – 2022”.
On the basis of application, the market is segmented into cosmetic surgery, orthopedic surgery, general surgery, neurosurgery, and other surgeries such as cardiothoracic, urological, and periodontal. Amongst these, in 2013, the orthopedic surgery application segment led the market and represented 38.3% in the market. This is due to the increasing geriatric population and the rising count of sports and orthopedic injuries in Europe. In addition, platelet rich plasmas are also widely used in cosmetic surgeries in facelift treatments and facial aesthetics within the European region.
Geographically, the platelet rich plasma market in Europe is segmented into Italy, the UK, France, Spain, Germany, and Rest of Europe. Amongst these, the UK held the largest share in the market in 2013 owing to the increasing prevalence of reconstructive and orthopedic procedures in the country. In addition, the rising inclination towards platelet rich plasma therapies for sports injuries will also augment the development of the market in the UK.
The prime players dominant in the market are Arthrex, Inc., EmCyte Corporation, Biomet, Inc., AdiStem Ltd, and Medira Ltd., among others.https://www.transparencymarketresearch.com/europe-platelet-rich-plasma-market.html

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Machine learning helps detect lymphedema among breast cancer survivors

, 26 August 2020/in E-News /by 3wmedia

Machine learning using real-time symptom reports can accurately detect lymphedema, a distressing side effect of breast cancer treatment that is more easily treated when identified early, finds a new study led by NYU Rory Meyers College of Nursing.
“Using a well-trained classification algorithm to detect lymphedema based on real-time symptom reports is a highly promising tool that may improve lymphedema outcomes,” said Mei R Fu, PhD, RN, FAAN, associate professor of nursing at NYU Meyers and the study’s lead author.
Lymphedema is a build-up of lymph fluid that causes swelling in the arms or legs and is commonly caused by the removal of lymph nodes as part of cancer treatment. It can occur immediately after cancer surgery or as late as 20 years after surgery; a recent study found that more than 41 percent of breast cancer patients experienced lymphedema in their arms within 10 years of their surgery.
Lymphedema is one of the most dreaded adverse effects from breast cancer treatment because of its chronic nature and debilitating symptoms, including arm swelling, heaviness, tightness, achiness, stiffness, burning, and decreased mobility. While there is no cure for lymphedema, early detection and intervention can reduce symptoms and keep it from worsening, although early detection remains a challenge.
“Clinicians often detect or diagnose lymphedema based on their observation of swelling. However, by the time swelling can be observed or measured, lymphedema has typically occurred for some time, which may lead to poor clinical outcomes,” said Fu.
“In our digital era, integrating technology into health care has led to advances in detecting and predicting various medical conditions,” said Yao Wang, PhD, professor of electrical and computer engineering at NYU Tandon School of Engineering and the study’s coauthor.
A type of artificial intelligence, machine learning is of interest to researchers due to its ability to construct algorithms that continually improve predictions and generate automated knowledge through data-driven predictions or decisions with incoming data—in this case, symptom reports. Machine learning is particularly beneficial when there are many relevant factors that are not independent, which is true for lymphedema symptoms.
In this study, the researchers used a web-based tool to collect information from 355 women who had undergone treatment for breast cancer, including surgery. In addition to sharing demographic and clinical information, including whether they had been diagnosed with lymphedema, participants were asked whether they were currently experiencing 26 different lymphedema symptoms.
Statistical and machine learning procedures were performed for data analysis. Five different classification algorithms of machine learning were compared: Decision Tree of C4.5, Decision Tree of C5.0, gradient boosting model, artificial neural network, and support vector machine. The algorithms were also compared with a conventional statistical approach that determines the optimal threshold for the symptom count based on the receiver operating curve.
The researchers found that all five machine learning approaches outperformed the standard statistical approach, and the artificial neural network achieved the best performance for detecting lymphedema. The artificial neural network was 93.75 percent accurate, correctly classifying patients to have true lymphedema cases or non-lymphedema cases based on the symptoms reported.
“Such detection accuracy is significantly higher than that achievable by current and often used clinical methods,” said Fu.
The researchers note that conducting such real-time lymphedema assessment encourages patients to monitor their lymphedema status without having to visit a healthcare professional. Based on patients’ symptoms and resulting risk for lymphedema, the assessment system could alert patients at risk to schedule in-person clinical visits for further evaluation. This may lessen the burden of unnecessary clinical visits on patients and the healthcare system.
“This has the potential to reduce healthcare costs and optimize the use of healthcare resources through early lymphedema detection and intervention, which could reduce the risk of lymphedema progressing to more severe stages,” Fu said.

New York Universitywww.nyu.edu/about/news-publications/news/2018/june/machine-learning-helps-detect-lymphedema-among-breast-cancer-sur.html

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