AI & ML in MedTech :
A New Wave of Innovation
Our partnership with a leading medical device company has enabled the roll-out of high-quality products in shorter time frames while maintaining regulatory compliance such as, HIPAA, ISO 9001, and FDA.
AI & ML in MedTech :
A New Wave of Innovation
Our partnership with a leading medical device company has enabled the roll-out of high-quality products in shorter time frames while maintaining regulatory compliance such as, HIPAA, ISO 9001, and FDA.
Overview
AI is gaining traction in MedTech. Starting with automating manual processes, the number of use cases and sophistication of this emerging technology is growing. AI has become embedded in analytics and is likely to have an even larger impact on data in the near future. By leveraging EHR data in combination with ML, surgeons will be able to better assess patient risk and implement appropriate treatment plans.
In the Smart OR where proactive positioning and monitoring is key for visual AI surgery, intelligent sensors can already generate and record real-time images of body surface pressures that surgical staff can use as part of their perioperative patient safety plan. At Dash, our goal is to provide real-time data to MedTech startups or enterprises that directly improve patient safety.
Challenge
Predictive medicine that draws on AI is being used to treat a whole host of diseases ranging from chest pain diagnosis to early cancer detection.
For our client, choosing the right partner was the first critical decision in creating a smarter OR, and they wanted an established partner who could collaborate on innovative ideas.
When asked why they chose Dash Technologies as a partner, our client had this to say, “Dash had invested in the ground up to create an environment where you could use the power of AI, ML, & data science to get a deeper and more meaningful insight into patient care. We’re now using that environment to support patient care, research, and investigation of new cures.”
In launching their partnership, Dash and the client worked closely together in order to utilize AI, ML, and data science in MedTech. Specifically, Dash and our client worked collaboratively to come up with solutions for these challenges:
- Increasing patient compliance
- Speeding up the timeframe for successful diagnoses
- Improving the prediction and management of chronic conditions
- Accelerating data retention
- Establishing smart preventive care
Challenge
Predictive medicine that draws on AI is being used to treat a whole host of diseases ranging from chest pain diagnosis to early cancer detection.
For our client, choosing the right partner was the first critical decision in creating a smarter OR, and they wanted an established partner who could collaborate on innovative ideas.
When asked why they chose Dash Technologies as a partner, our client had this to say, “Dash had invested in the ground up to create an environment where you could use the power of AI, ML, & data science to get a deeper and more meaningful insight into patient care. We’re now using that environment to support patient care, research, and investigation of new cures.”
In launching their partnership, Dash and the client worked closely together in order to utilize AI, ML, and data science in MedTech. Specifically, Dash and our client worked collaboratively to come up with solutions for these challenges:
- Increasing patient compliance
- Speeding up the timeframe for successful diagnoses
- Improving the prediction and management of chronic conditions
- Accelerating data retention
- Establishing smart preventive care
Process
With integrated and clean data, Dash’s development team had to analyze and model their client data for the actual implementation of AI and ML. Dash Technologies used their agile methodology and priority processes to divide and develop a system constructed of eight important subsections:
Core Build: Creating a place where data is housed for managing patient care and research.
Data Foundations: Setting up for data ingestion, storage, and transformation of data resources.
Software Delivery Pipeline: Driving deployment, tools for lifecycle management, and improvement of data.
Data Migration: Moving data from the EHR into the cloud.
Security Operations: Assuring only authorized users have access.
IT Operations: Controlling and processing for real-time patient care support.
AI Factory: Supporting AI and ML with an advanced model development environment.
High-performance Computing: Supporting research and clinical care with supercomputing.
Process
With integrated and clean data, Dash’s development team had to analyze and model their client data for the actual implementation of AI and ML. Dash Technologies used their agile methodology and priority processes to divide and develop a system constructed of eight important subsections:
Core Build: Creating a place where data is housed for managing patient care and research.
Data Foundations: Setting up for data ingestion, storage, and transformation of data resources.
Software Delivery Pipeline: Driving deployment, tools for lifecycle management, and improvement of data.
Data Migration: Moving data from the EHR into the cloud.
Security Operations: Assuring only authorized users have access.
IT Operations: Controlling and processing for real-time patient care support.
AI Factory: Supporting AI and ML with an advanced model development environment.
High-performance Computing: Supporting research and clinical care with supercomputing.
Solution
Collaborating on each phase of integrating MedTech and actualizing our client’s vision, Dash was able to create a smart solution with AI, ML, and data science. By implementing these emerging technologies, MedTech can provide multiple solutions, such as:
- Being able to register and track each action in the operating room.
- Identification and diagnosis of diseases and ailments which are otherwise considered hard-to-diagnose.
- Can detect cancers and other genetic diseases that are difficult to catch during the initial stages.
- Cancer prevention, identification, and patient treatment.
- Training computers to “see” and respond accordingly with computer vision.
- Saving time and money.
Solution
Collaborating on each phase of integrating MedTech and actualizing our client’s vision, Dash was able to create a smart solution with AI, ML, and data science. By implementing these emerging technologies, MedTech can provide multiple solutions, such as:
- Being able to register and track each action in the operating room.
- Identification and diagnosis of diseases and ailments which are otherwise considered hard-to-diagnose.
- Can detect cancers and other genetic diseases that are difficult to catch during the initial stages.
- Cancer prevention, identification, and patient treatment.
- Training computers to “see” and respond accordingly with computer vision.
- Saving time and money.
Features & Specifications
We delivered highly customizable features & specifications:
- Diagnostic AI/ML enabled tools which improve disease diagnosis
- Advanced Analytics
- Medical Imaging Diagnosis
- Smart Health Records
- Virtual Assistance
- ML-Based Behavioral Modification
Features & Specifications
We delivered highly customizable features & specifications:
- Diagnostic AI/ML enabled tools which improve disease diagnosis
- Advanced Analytics
- Medical Imaging Diagnosis
- Smart Health Records
- Virtual Assistance
- ML-Based Behavioral Modification
Result
By incorporating emerging technologies, like AI/ML and data science for our client, the client can now offer more advanced solutions for their patients. Patients can now look forward to streamlined surgical processes, better management of their health records, more accurate diagnoses, and assistance from wherever they need.
As technology advances, healthcare organizations must be aware of the advances happening around them in medical technology development. AI/ML and data science can help save more patients, reduce the rate of infection, and save organizations money.
The rate of advancement for these tools is only growing, and if you need a partner to help you understand and integrate emerging technologies into your Medtech organization, Dash Technologies can provide you with custom solutions for your business challenges.
As CEO/CTO Shani Bhavsar says, “In the end, it is about creating better AI-enabled tools to enhance clinical and operational processes in the MedTech industry.”
Result
By incorporating emerging technologies, like AI/ML and data science for our client, the client can now offer more advanced solutions for their patients. Patients can now look forward to streamlined surgical processes, better management of their health records, more accurate diagnoses, and assistance from wherever they need.
As technology advances, healthcare organizations must be aware of the advances happening around them in medical technology development. AI/ML and data science can help save more patients, reduce the rate of infection, and save organizations money.
The rate of advancement for these tools is only growing, and if you need a partner to help you understand and integrate emerging technologies into your Medtech organization, Dash Technologies can provide you with custom solutions for your business challenges.
As CEO/CTO Shani Bhavsar says, “In the end, it is about creating better AI-enabled tools to enhance clinical and operational processes in the MedTech industry.”
About Dash Technologies
Dash provides Development as a Service (DaaS), delivering programming and coding on a project basis that connects machine learning, data science and artificial intelligence to apps, websites, existing products, or future concepts
Whether you’re a start-up or a Fortune 500 company, we’ll deliver programming and coding tailored to your project, so you can focus on the vision—and let us handle the execution. Want to see what we can do for you? Contact us at info@dashtechinc.com.
About Dash Technologies
Dash provides Development as a Service (DaaS), delivering programming and coding on a project basis that connects machine learning, data science and artificial intelligence to apps, websites, existing products, or future concepts
Whether you’re a start-up or a Fortune 500 company, we’ll deliver programming and coding tailored to your project, so you can focus on the vision—and let us handle the execution. Want to see what we can do for you? Contact us at info@dashtechinc.com.