HEALTH DATA COLLECTION
Vast majority of the data in the form of doctor’s notes, electronic medical records, prescriptions, and similar information are available. Although therein lies the golden possibility of big data in healthcare, but it’s challenging to yield valuable insights due to complex, noisy (unstructured), and longitudinal and voluminous data.
At Cermaxhealthcare, we collect data from wide range of sources, and perform semantic annotation. We collect data based on the research questions that you wanted to solve.
We Collect Data from wide range of sources
- IoT
- Wearable: Tracking their heart rate, BP, weight, activity levels, stress levels (e.g. FitBit, PIP, Muse headband)
- Apps : Track a user’s regimen and intensity
- Medical devices and sensors
- Electronic Medical Records / Electronic Health Records
- Insurance Providers
- Other Clinical data
- Genome and Research Registries
- Social Media
- Web Knowledge
Image and Video Data Collection
Using our experience with dynamic project management and exceptional scenario setups, we provide custom image and video data collection services for gestural and facial tagging. Our annotation experts are well experienced to take care of your specific needs. We offer end-to-end solutions including object recognition, handwriting analysis and entity tracking. Our experts make the required custom tools to collect image and video content properly to meet your unique needs.
Multilingual Data Collection
Today, data is the most important element widely used worldwide for the development of innovative technologies. Whether it is for artificial intelligence or machine learning, having the high quality data will lead to better outcome. cermaxhealthcar conducts text-to-speech data, speech, text, handwriting, natural language, image and video data collection. The company uses crowdsourcing for wide-ranging data collection projects and includes specialised simulations of scenarios and environments. We also offer custom data collection solutions in order to ensure that your service or product is ready for a multilingual or various groups of audience. Whether you need a quick turnaround on a complex, or smaller scale, data collection, cermaxhealthcar can handle all your project needs. We have performed data collection projects in warehouses and cars, at dinner parties and during athletic training.
Natural Language Utterance Collection
It cannot be assumed that when your customer asks a question or making a request, he or she will not always select the same words. For instance, “Is there a supermarket close by?”, “Can you find the grocery store close to me?” or “Where is the nearest convenience store?” all three questions mean the same thing, but they are phrased in a different way. We identify all different ways people express the same thing and support it efficiently with data and teach the same to your technology.
Data Annotation & Tagging
We make your data more meaningful. We provide the valuable information you require to build, train and test your machine learning algorithms through our audio, video, text and image annotation services. Our international project execution and linguistic experience enables us to efficiently tackle data labeling, tagging and analysis tasks in different languages and locations. We have a wide experience in sentiment analysis, semantic annotation of text, object recognition in videos and images, speech and background noises, detection of named entities, handwriting analysis, gesture and facial expressions and much more.
Multilingual Transcription
We provide multilingual transcription through our native transcribers who are committed to provide the accurate phonetic transcriptions you require and our experienced quality assurance team makes sure that sufficient attention is given at all stages. We analyze and transcribe all audio recordings to meet your unique needs, including segmentation rules and noise-markers.
