To check if the sound sources are overlapping in soundscapes in urban areas, multi-label audio annotation task is performed. The popular types of tasks are as follows: Binary Labelling This type of task helps in determining if a single recommended source of the sound class exists or not in a particular recording. The task has …
Different Types of Multi-Label Audio Annotation Tasks Read More »
In an audio file, the speech comprises distinct sentences and words that are available for the listeners. To make such phrases understandable in the audio files to machines is feasible through a special data labelling technology during audio annotation. The machine logarithms in NLU or NLP for speech recognition requires linguistic audio annotation to distinguish …
Speech or audio recorded regardless of the type of format is made comprehendible to machines with the help of Machine Learning. The speech recognition units that are NLP-based (natural language processing) need annotated audios for making such sounds audible and understandable to applications such as virtual-assistant devices and chatbots. The healthcare sector offers audio annotation …
A radiologist regardless of which country he belongs to can register to offer teleradiology solutions and the payment is instantly transferred into their digital wallet. Well, this platform speaks a lot about the future of teleradiology. Till the time the healthcare institutes and companies obtaining distant radiology services work together in harmony with the help …
Conventional practices of radiology face the concern of supply scarcity when it comes to the availably of medical professionals. As per the AAMC (Association of American Medical Colleges) that was published in the year 2019, there will be a scarcity of close to 122,000 clinicians by 2032 in the United States. The output of radiologists …
Role of Teleradiology During Shortage of Skilled Clinicians Read More »
With the sudden spike in workload, the teleradiology outsourcing sector has adopted modern and efficient workflow solution systems such as PACS (The Picture Archive and Communication System) and RIS (Radiology Information System) to increase the productivity of radiologists. The add-on attributes and collaboration choices made available with the help of these systems have enabled continuous …
The term teleradiology outsourcing means transferring the radiological images for distant diagnosis and reporting by specialists online. Advanced technologies like cloud-based services are made available to healthcare industries and hence the teleradiology outsourcing market is booming like never before. As per the Global Teleradiology Market Survey 2016- 2020, it shows more than 15 per cent …
Teleradiology Outsourcing – Cloud Infrastructure Read More »
The key challenge faced in emergency teleradiology is the lack of comprehensive and accurate medical data. The clinical details offered most often is in the form of sudden trauma or abdominal pain and without any reference to the particular nature or location of the trauma or pain. Also, there is no information on the related …
The Challenges Faced in the Practice of Emergency Teleradiology Read More »
There are a huge number of healthcare institutes and hospitals that utilize teleradiology solutions in the United States. In fact, the US is one of the largest users of teleradiology as there are small to medium-sized community hospitals. Before adopting the emergency teleradiology in the emergency rooms, the scan mostly wasn’t reported until the next …
Impact of Teleradiology on Reducing TAT In the Emergency Setting Read More »
Teleradiology is in the utmost demand today considering the high potential it shows to revolutionize cancer diagnostics. Due to the advancement in technology, imaging techniques have upgraded significantly, facilitating oncologists to provide an accurate diagnosis with immediate treatment. As per the estimation by the international agency on cancer research, around 19.3 million fresh cancer cases …
The Latest Advancement in Teleradiology – 3-D Report Viewing Read More »