Key Insights - Melanoma Cancer Diagnostics
Adoption of Artificial Intelligence (AI) for Melanoma Cancer Diagnosis Growing
The adoption of Artificial Intelligence (AI), combined with large image database, is showing promising results in distinguishing malignant from benign moles and other non-cancerous skin conditions.
Researchers in the US, Germany, and France recently conducted a study using artificial intelligence known as deep learning Convolutional Neural Network (CNN). Researchers compared the performance with 58 international dermatologists and found that CNN missed very few melanomas and misdiagnosed benign moles less often than dermatologists. Along with performing image analysis, the network is capable of teaching itself to improve its performance by using a machine learning process.
The process that CNN used in the research is based on an algorithm developed by Google which allows AI to differentiate between thousands of different objects. However, according to some experts, more work and research is necessary to realize the full potential of this technology for skin cancer diagnosis.
Non-Invasive Techniques Show Promising Results in Skin Cancer Diagnostics
Non-invasive skin cancer diagnostics methods are being used on a large scale for skin cancer diagnosis. Although biopsy is considered to be the best way for skin cancer diagnosis, it is leading to a number of complications including infection, scarring, and bleeding. Hence, researchers are focusing on developing less invasive or non-invasive methods for skin cancer diagnosis.
For instance, Pigmented Lesion Assay (PLA) test by DermTech uses sticky adhesive patch to collect skill cells from lesion to diagnose melanoma and clinical trials found that PLA has high sensitivity and very low probability of missing melanoma. Meanwhile, ongoing technological advancements in optical imaging techniques is also resulting in development of new tools in diagnosis and treatment of skin cancer.
As a part of non-invasive medical devices and techniques, researchers are focusing on techniques of dermoscopy and advanced non-invasive imaging techniques including optical coherence tomography and reflectance confocal microscopy. Meta-analysis performed in clinical settings demonstrated that dermoscopy has improved diagnostic accuracy of pigmented and non-pigmented lesions. In the near future, physicians would be able to recognize tumor patterns using dermoscopy technique.
Reflectance confocal microscopy that enables real-time examination of skin tumors has been proven as an excellent method for evaluating melanocytic lesions. Using reflectance confocal microscopy, dermatologist may be able to avoid biopsy of benign tumor. Researchers have also developed Speckle-Variance optical coherence tomography (SV-OCT) capable of detecting vascular changes taking place in melanocytic lesions.
Increasing Incidences of Skin Cancer Driving Demand for Melanoma Cancer Diagnostics
According to the World Health Organization (WHO), around 132,000 melanoma skin cancers occur worldwide every year. It is also estimated that about 10% decrease in ozone levels is likely to result in 4,500 melanoma skin cancer cases. There were nearly 300,000 new melanoma of skin cases in 2018, as per the American Institute of Cancer Research.
With the number of skin cancer cases going up in the past few years, focus on providing early detection and diagnosis is increasing. Melanoma cancer is on a rise owing to the changing environmental conditions and increasing exposure to UV rays. This is driving the demand for rapid diagnostics for early detection of melanoma cancer.
Along with the US, UK is also witnessing a rise in melanoma skin cancer, with around 15,400 new melanoma cancer cases in the UK each year, as per the Cancer Research UK. Two-week wait is the most common way of diagnosing melanoma cancer in the UK. The most common biopsy procedures used in diagnosing melanoma are excisional biopsy, punch biopsy, and incisional biopsy. However, non-invasive test to diagnose melanoma is also gaining popularity across various countries.
Governments Initiatives for Early Detection and Skin Cancer Treatment Drive Adoption
With a rise in melanoma related deaths across various countries, melanoma diagnostics and therapeutics is significantly increasing. Government initiatives, along with the advancement in technology is also driving the growth of melanoma cancer diagnostics. Notable initiatives include,
- European Skin Care Foundation (ESCF) is strongly focusing on establishing skin cancer centers across Europe. ESCF is also supporting research activities with an emphasis on innovative modalities for diagnosis and treatment.
- To effectively manage melanoma in New Zealand and Australia, initiatives have been taken by governments in both the countries for early detection and holistic treatment. The Ministry of Health in New Zealand has established National Cancer Program to provide high quality and timely treatment for cancer.
- The Ministry of Health in New Zealand, in partnership with various institutions, is likely to hold cancer control conference in 2019 to discuss major challenges and identify possible solutions.
- The Department of Health in Australia review of evidence on effectiveness of public awareness campaigns to increase awareness for need of skin checks among people, with strategies to target high risk groups.
Absence of Accurate Diagnostic Methods to Remain Key Challenge
With rise in cases of melanoma skin cancer across various regions, researchers and scientists are focusing on developing more precise methods of diagnosis along with cost-effectiveness. According to the Agency of Healthcare Research and Quality, cancer is one of the most expensive conditions to treat in the US. Moreover, insurance providers with cost sharing measures are also shifting a huge portion of the medical cost to patients. This has resulted in more out-of-pocket cost for diagnosis and treatment of skin and other types of cancer.
Diagnostic accuracy for melanoma varies significantly with potential financial implications. With advanced diagnostics technologies, the cost of diagnostic procedures, screening, treatment, and medical follow-up is also increasing. According to the study published in the American Journal of Preventive Medicine, in 2007-2011, the average annual cost for skin cancer increased by 126%. Economic burden of skin cancer treatment is significantly increasing with a substantial increase in cost in diagnostics and treatment for melanoma.
Centers for Disease Control and Prevention (CDC) also projects that from 2011 to 2030, annual cost of treating patients suffering from melanoma is likely to increase to $1.6 billion from $457 million. Research presented at 2018 National Cancer Research Institute (NCRI) Conference has also found the rise in the rate of men dying from malignant melanoma. Without accurate and additional prevention measures the incidences is likely to increase in coming years along with the rise in melanoma diagnostics and treatment cost.
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Melanoma is a type of skin cancer developing from pigment-containing cells known as melanocytes. Melanoma cancer diagnostics is to diagnose melanoma with biopsy. During a biopsy, all or the part of mole or growth over the skin is removed to test and analyze the sample. Common biopsy procedures used to diagnose melanoma are punch biopsy, incisional biopsy, and excisional biopsy.
About the Report
The report on the melanoma cancer diagnostics market provides key insights, forecast, and in-depth analysis on the market. The melanoma cancer diagnostics market report also includes macro-economic and micro-economic factors playing an important role in the growth of the market. Market dynamics such as drivers, trends, opportunity, and challenges are also offered in the study.
The melanoma cancer diagnostics market has also been analyzed on the basis of key regions and countries. Qualitative and quantitative analysis of the melanoma cancer diagnostics market is also included in the research study.
Segment-wise analysis of the melanoma cancer diagnostics is highlighted in the report to identify and provide details on the existing market opportunities. The melanoma cancer diagnostics market is segmented on the basis of test type and end user. These segments are further divided into sub-segments to offer better understanding of melanoma cancer diagnostics market.
Based on the test type, the melanoma cancer diagnostics market is segmented into Fluorescent in Situ Hybridization (FISH) Tests, Immunohistochemical (IHC) Tests, and Comparative Genomic Hybridization (CGH) Tests. On the basis of end-user, the melanoma cancer diagnostics market is segmented into Pathology Laboratories, Hospitals, and Cancer Research Centres.
Additional Questions Answered
The report along with the valuable insights on the melanoma cancer diagnostics market provides answers to some of the important questions on melanoma cancer diagnostics market.
- Which test type is expected to register the highest growth in the melanoma cancer diagnostics market?
- What will be the market share of Cancer research Centers in melanoma cancer diagnostics market?
- Which region is likely to remain lucrative in the melanoma cancer diagnostics market?
- What factors are driving the growth in the melanoma cancer diagnostics market?
A robust and unique research methodology is used to offer insights and forecast on the melanoma cancer diagnostics market. In-depth analysis and information provided on the melanoma cancer diagnostics market is based on the primary and secondary research. Interviews with melanoma cancer diagnostics market experts were conducted to identify new growth opportunities and reach qualitative and quantitative conclusions about the growth of the market.
Secondary research was also conducted by using published data and verifying that data with valid sources. Both, primary and secondary research ensure reliability and accuracy of data included in the report.
Request methodology of this Report.
The report on the melanoma cancer diagnostics market by Fact.MR provides insights, and forecast on the market along with an analysis of the melanoma cancer diagnostics market. The study on the melanoma cancer diagnostics market also includes all the micro-economic and macro-economic factors contributing to the the growth of the melanoma cancer diagnostics market. The report also provides market dynamics including key trends, drivers, restraints and opportunities in the melanoma cancer diagnostics market.
Chapter 1- Executive Summary
This chapter of the report offers market analysis, overview, and opportunity assessment in the melanoma cancer diagnostics market.
Chapter 2- Market Introduction
This chapter focuses on the market introduction along with the product specific definition of the melanoma cancer diagnostics. Scope of the research is also included in this chapter.
Chapter 3- Market Dynamics
This chapter of the report includes macro-economic factors influencing the demand along with the key growth drivers and impact analysis. Market restraints and challenges are also included in the report. The chapter also covers relevance of impact and forecast factors.
Chapter 4- Key Inclusion
This chapter of the report provides country-wise epidemiology of melanoma cancers along with the regulations and reimbursement scenario in the melanoma cancer diagnostics market. Pricing analysis, global overview of melanoma cancer, high risk countries, and survival rates is also offered in this chapter.
Chapter 5- Melanoma Cancer Diagnostics Market Analysis and Forecast
This chapter provides market outlook and regional demand assessment. The chapter focuses on the segment-wise analysis of the melanoma cancer diagnostics market based on the test type and end-user. Market share including value and volume share and year-on-year growth in each segment is included in the report. Both the key segments are further bifurcated into sub-segments to provide in-depth analysis of the melanoma cancer diagnostics market.
Chapter 6- North America Melanoma Cancer Diagnostics Market Analysis
This chapter in the report focuses on the business outlook of the melanoma cancer diagnostics market in North America. The report also offers country wise demand assessment along with the forecast and analysis. Market attractiveness analysis along with the reimbursement scenario in the key countries is also provided in the chapter.
Chapter 7- Latin America Melanoma Cancer Diagnostics Market Analysis
This section of the report provides key insights on the melanoma cancer diagnostics market in Latin America. Country-wise analysis of the melanoma cancer diagnostics market in Latin America is also offered along with the value forecast and year-on-year growth comparison.
Chapter 8- Melanoma Cancer Diagnostics Market in Europe
This chapter in the report focuses on the market outlook in melanoma cancer diagnostics in Europe. The report also includes all the factors, regulations and challenges in the melanoma cancer diagnostics market in Europe. Data and information on the key countries in the region are also provided in the chapter.
Chapter 9- CIS & Russia Melanoma Cancer Diagnostics Market Analysis
This section of the report offers overall growth in the melanoma cancer diagnostics market based on the test type and end-user in the melanoma cancer diagnostics market in CIS and Russia. Reimbursement scenario and market attractiveness analysis is also included in the report.
Chapter 10- APEJ Melanoma Cancer Diagnostics Market Analysis
This section focuses on the factors driving the demand for melanoma cancer diagnostics market in the APEJ region. The current scenario in the key countries in melanoma cancer diagnostics market in the region is also highlighted in the report.
Chapter 11- Melanoma Cancer Diagnostics Market in Japan
This chapter in the report provides market outlook in the melanoma cancer diagnostics market in Japan. Market value and year-on-year growth in Japan is also included in the report.
Chapter 12- MEA Melanoma Cancer Diagnostics Market Analysis
This chapter in the report provides details in the reimbursement scenario along with the market attractiveness analysis of the melanoma cancer diagnostics market in MEA. Country-wise analysis of the melanoma cancer diagnostics market in MEA is also included in this chapter.
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