Artificial intelligence detects skin cancer more reliably than doctors

Artificial Intelligence

Artificial intelligence: As part of a study, both dermatologists and an algorithm should detect if pictures show black skin cancer or a benign birthmark. Of the 157 doctors, only seven people performed better than artificial intelligence. Nevertheless, the software can not replace the clinical diagnostics for the time being because differential diagnoses have not yet taken place.

Artificial intelligence is also becoming increasingly important in medicine. A study by the National Center for Tumor Diseases (NCT) in Heidelberg, published in the journal European Journal of Cancer , has now examined whether dermatologists or a specially trained algorithm works more reliably in detecting skin cancer . For this purpose, 157 dermatologists from twelve German university hospitals and the Algorithm 100 pictures were submitted, in which it should be judged whether the picture shows black skin cancer or a benign birthmark.

Artificial Intelligence
Artificial intelligence detects skin cancer more reliably than doctors

The algorithm, which was developed in cooperation between the German Cancer Research Center (DKFZ), Heidelberg University Hospital and the NCT, was able to achieve a better result on average than the clinical diagnosis by dermatologists. As Jochen Sven Utikal, Head of the Clinical Cooperation Unit of the DKFZ and Professor of the University Hospital Mannheim explains, the algorithm, despite its better performance, can not replace the diagnosis by doctors in a timely manner , but only supplement it. The scientists hope to be able to carry out more precise and quicker examinations through the parallel diagnosis by experienced doctors and software recognition.

Differential diagnoses are missing

Alexander Enk, director of the Department of Dermatology Heidelberg adds that “the algorithm of the medical practice can not do justice.” This is because he works very well, however, so far only recognizes black skin cancer. An experienced physician may be subject to the algorithm to detect this type of cancer, but may have more than a hundred differential diagnoses. In addition, some types of skin cancer are very rare and therefore hard to recognize by algorithms, as the necessary training data is not available in sufficient quantity. As Enk explains, “some types of cancer can hardly be diagnosed on a single image, but need more information, which a specialist receives, for example, by feeling”.

12,378 pictures as training data of Artificial intelligence

In the run-up to the study, 12,378 images were submitted to the algorithm, which served as machine learning training data. Subsequently, 100 images were submitted to the physicians and the KI solution, of which 20 images showed melanoma (black skin cancer) and 80 images benign moles. The dermatologists from the university hospitals of Berlin, Bonn, Erlangen, Essen, Hamburg, Heidelberg, Kiel, Magdeburg, Mannheim, Munich, Regensburg, and Würzburg should then use the images to determine whether they would advise a patient to make an exact biopsy of a tissue sample or if they assume that the picture shows no skin cancer. Also the algorithm has got the same task.

Of 157 medical specialists, only seven physicians achieved a better result than the software, 14 of the dermatologists were on par and 136 of the doctors were subject to the algorithm. The performance of the doctors was independent of their position and experience. Both assistant physicians and specialists and senior physicians averaged a worse result than the algorithm.

The study now published is part of the Skin Classification project of the Federal Ministry of Health. Currently around 3,000 people die of black skin cancer each year in Germany. The new cases are in Germany per year at about 21,000 people. The main cause of black skin cancer is too high UV exposure of the skin.

If you like this post please share it to Facebook and like our Facebook page.

Next Article:Iran government kills more than 1000 protesters : United States

NEFT 24 hours: NEFT will able to do 24 hours from Dec 16, no charge

NEFT 24 hours

NEFT 24 hours: The facility of 24-hour National Electronic Fund Transfer (NEFT) will start in all banks from December 16. No fee will be charged from bank customers for this. The NEFT facility now operates from eight in the morning to seven in the evening. On the first and third Saturdays of the month, it lasts from 8 am to 1 pm. The Reserve Bank of India (RBI) has instructed banks to do so.

NEFT 24 hours
NEFT 24 hours: NEFT will able to do 24 hours from Dec 16, no charge

To promote digital banking

The RBI has taken this step to promote digital banking across the country. Along with this, RBI has asked mobile wallets, all types of cards and UPI to link it to pay Fastag so that it can also be used at parking, petrol pumps.

Digital transaction growing at 60 percent

The RBI said that retail digital transactions are growing at a rate of 60 per cent annually. Between October 2018 and September 2019, it has been an average of Rs 2846 crore. Total transactions worth Rs 302 lakh crore have been done during this period. 1126 crore transactions were done through NEFT and UPI. In this, the growth rate of UPI is 263 percent. The growth rate of NEFT was 20 percent. 

Transactions through NEFT will be able to do 24 hours

The customer will get the facility of transaction through NEFT 24 hours from December. Currently, customers are availing this service on every working day except the second and fourth Saturday of the month. It is available from 8 am to 7:45 pm.

NEFT 24 hours facility was free from July 1

In a review meeting of the RBI’s Monetary Policy Committee held on June 6, the RBI had made the transaction free through real time gross settlement (RTGS) and National Electric Fund transfers free of cost to the general public. This rule was implemented from July 1.

What is NEFT?

NEFT stands for National Electronic Funds Transfer. NEFT is used for transactions up to two lakh rupees via the internet. Through this, money can be sent from any bank account of any branch to the bank account of any branch.The only condition is that both the sender and the recipient are required to have internet banking service. If both accounts belong to the same bank, then in normal situation, money can be transferred within a few seconds.

If you like our post then please share it to your Facebook and like our Facebook page.

Next Article:

Arhan Khans personal life : Salman will open secret, Rashmi keep watchng

Sleep well in night: How to? Some useful tips & techniques..

English literature – Some known and unknown facts about English

Single SIM to Dual SIM Converter, Hidden technique

Single SIM to Dual SIM

Single SIM to Dual SIM Converter: These days most mobile phone users use dual sim phones. But in some high-end phones like iPhone, users get a single SIM slot only. Many users want to use iPhone but due to single SIM, they do not like to buy this Apple device.

At the same time, many smartphones are given a hybrid SIM slot these days. In which users are able to use either two SIMs or one SIM and one memory card at a time. In such a situation, we will tell you the trick today, with the help of which you will be able to use Single SIM to Dual SIM. For this, users have to use the Single SIM to Dual SIM Converter adapter in their phone.

Single SIM to Dual SIM Converter

These days most mobile phone users use dual sim phones. But in some high-end phones like iPhone, users get a single SIM slot only. Many users want to use iPhone but due to single SIM, they do not like to buy this device of Apple.

At the same time, many smartphones are given a hybrid SIM slot these days. In which users are able to use either two SIMs or one SIM and one memory card at a time. In such a situation, we will tell you tips and tricks today, with the help of which you will be able to use two SIM (Dual SIM Smartphone) in your single SIM phone. For this, users have to use the Single SIM to Dual SIM Converter adapter in their phone.

Single SIM to Dual SIM
Single SIM to Dual SIM Converter

Today, for the way we are telling you, you have to buy a sim card adapter of a good brand. With the help of this sim card adapter, you will be able to run dual sim in your single sim or hybrid sim connectivity smartphone. Not only this, with the help of some adapters, you will be able to run three or even four SIMs in your smartphone. You can buy these SIM card adapters from Amazon or Flipkart.

Convert Single-SIM Phone Into Dual Or Triple SIM Phone

For two or more SIM card support in your smartphone, you will need to take a SIM card card adapter in your smartphone. You can buy SIM card adapters to companies like Smashtronics and Simore. With the help of which you will be able to access multiple SIM cards in your single or hybrid SIM smartphone.

Before knowing this method, let us tell you that for this you will have to buy a SIM card adapter. You can buy this adapter by visiting any online website.

You can buy SIM card adapters to companies like Smashtronics and Simore. Their price is also not high. They can also be purchased for less than Rs 200. Let us tell you that through this you will be able to convert a single SIM phone not only into Dual but also in Triple SIM. Let us tell you that we tried this method on Samsung’s smartphone.

The process Or the procedure of Single SIM to Dual SIM Converter

These Single SIM to Dual SIM Converter adapters connect through a thin cable to the SIM card slot in your smartphone, which will allow you to use two or more SIM cards in your smartphone. This cable sticks to the back panel of the phone where you have all your SIM cards. You can cover these SIMs with the back cover of your phone. Here we are giving you a link to some videos from where you can see their demo.

Video uploaded by dualsimcard

But the thing to keep in mind is that with the help of these SIM card adapters, both SIMs work together in a smartphone with a hybrid SIM card, but if your phone is a single SIM, then the SIMs with adapters here do not work together. That is, you will be able to use only one SIM at a time. To activate the network, you need to go to SIM Tools and switch SIM to SIM.

Request- How did you like all information above on “Single SIM to Dual SIM Converter” Please comment us and tell your friends about our site.

@ LIKE our Facebook page  . To read our more posts, please see the other post below: