Health Data Collection
Services
- Clinical Trial Audit & Monitoring
- Clinical Study Design
- Global Regulatory & Clinical Writing
- Clinical Biostatistics
- Clinical Trial Patient Recruitment
- Regulatory Affairs
- Clinical Data Management
- Post-Market Surveillance
- Clinical Technology & Process
- Healthcare Analytics
- Health Data Collection
- Global and Local Literature Search Screening
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 pepgra, 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
Brochure
Biostatistical capabilities
Changing global regulatory system, globalization of clinical trials, increased consumer expectations, infrastructural and culture issues, and various diagnostic requirements should never hamper your research and development programs. With our support…. Read More
White Paper
Clinical evaluations
Clinical Evaluation Report (CER) in a more Stringent Regulatory Environment- Now, subject to more intense scrutiny by Noti¬fied Bodies…Big Data in IoT for Healthcare Read More
Blog
Medical writing
The requirements for medical writing are witnessing continuous growth influenced in good portion by the mounting government scrutiny and… Read MoreImage 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. Pepgra 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, Pepgra 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.
Pepgra has done plethora of work in the area of clinical trial audits and monitoring for top pharmaceutical companies. Our CRAs will ensure a thorough review of data, frequent the sites, and perform interim analysis. All tasks in compliance to ethics committee and regulatory standards such as Schedule Y, study protocol, ICH GCP and the other regulations.
We deliver study designs balanced to meet your business needs and expectations with the current scientific understanding and all regulatory requirements considered.
Allow us to help propel your product forward.
Pepgra CRAs did a fabulous job of frequenting the clinical trial sites at different times during the course of study. Apart from their technical know-how, they also had a great affinity with our site team members and finally documented pivotal research findings in the monitoring report which was an eye-opener for us. I would strongly recommend Pepgra as the CRO of choice.
— Barry Stein, VP of a leading medical device manufacturer.
We’ll scale
up as your needs grow.
No compromising on integrity and quality. Our processes are well defined and flexible to ramp up as per your requirements.
Partnering with
you till the project end.
We come with you all the way. From design to market support
Pepgra CRO Offerings
"Changing global regulatory system, globalization of clinical trials, increased consumer expectations, infrastructural and culture issues, and various diagnostic requirements should never hamper your research and development programs. With our support..."
Download brochure on our CRO offerings (PDF).
