medDARE

BACKGROUND

Please describe your company and position.

I am the Research Lead of Prenuvo

Describe what your company does in a single sentence.

We are an MRI company

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Medical image annotations
• Documentation

SOLUTION

How did you find medDARE?

Online Search

Why did you select medDARE over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost
• Company values aligned

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

MedDare was tasked to do medical image annotations of MR images. We assigned to them a few hundred studies and their team annotated the required lesion/anatomy.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

We assigned tasks to them and MedDare performed high quality annotations and delivered the cases before the deadline.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They were cognizant of our needs and delivered on the projects in due time. They were available always when we needed to provide them feedback, and they helped us out in documentations related to the process as well.

What was your primary form of communication with medDARE?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They delivered high quality projects on time.

Are there any areas for improvement or something medDARE could have done differently?

Overall, we have been satisfied with their work performance. They can improve upon the communication between annotators and project managers. 

BACKGROUND

Please describe your company and position.

I am an executive of TribusMed

Describe what your company does in a single sentence.

Advanced medical imaging

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Validation of AI algorithms for FDA filing

SOLUTION

How did you find medDARE?

Referral

Why did you select medDARE over others?

Referred to me

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We were in urgent need for a US board certified radiologist to validate our AI algorithms, medDare could provide a validor on very short notice

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

medDARE provided us with a validator in a week, and 3 weeks after our initial contact all the work was done.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Since it was a very short project, there is not a lot to say; all communication was clear and prompt.

What was your primary form of communication with medDARE?

Email or Messaging App

What did you find most impressive or unique about this company?

They were able to help us quickly

Are there any areas for improvement or something medDARE could have done differently?

No

BACKGROUND

Please describe your company and position.

I am the Data Scientist of a healthcare company 

Describe what your company does in a single sentence.

Medical Technology Company

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Data Annotation

SOLUTION

How did you find medDARE?

Referral

Why did you select medDARE over others?

• Close to my geographic location
• Good value for cost
• Referred to me

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Annotation of medical data for performance evaluation of AI algorithm

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

annotated data of medical images

Describe their project management. Did they deliver items on time? How did they respond to your needs?

In general good project management with quick respons time and on time delivery. The joint problem solving during the project is also good.

What was your primary form of communication with medDARE?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They had a quick response time to any open point during the project.

Are there any areas for improvement or something medDARE could have done differently?

The annotation and data transfer tooling is to be provided by the customer. It would be great if these tooling is provided by the company.

BACKGROUND

Please describe your company and position.

I am a Clinical Data Analyst at a software company 

Describe what your company does in a single sentence.

Our company develops AI-powered healthcare solutions that enhance diagnostics, imaging analysis, and decision-making to improve patient outcomes.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Medical Image Data Collection

SOLUTION

How did you find medDARE?

LinkedIn

Why did you select medDARE over others?

• Pricing fit our budget
• Ability to meet project criteria

Describe the scope of work in detail. Please include a summary of key deliverables.

Meddare collected highly specific medical images and radiology reports for various AI development projects.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Meddare has delivered hundreds of medical images across various projects over the past year, consistently meeting our stringent requirements with exceptionally high acceptance rates. Their team has been highly responsive, customer-focused, and adaptable, working closely with us to accommodate budget constraints, challenging data needs, and tight timelines. We deeply value Meddare's ability to consistently exceed expectations and make meaningful contributions to our projects.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Items were consistently delivered within the provided timelines. Meddare has been highly responsive to our needs, whether related to timelines, budgets, or other constraints.

What was your primary form of communication with medDARE?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their ability to deliver items that meet stringent requirements with precision, combined with their exceptional responsiveness to customer needs, sets them apart.

Are there any areas for improvement or something medDARE could have done differently?

No, Meddare has been extremely responsive to the feedback we've already given them.

BACKGROUND

Please describe your company and position.

 I am the Operations Manager of a software company 

Describe what your company does in a single sentence.

Computer Vision System for Industrial Applications

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Data Annotation

SOLUTION

How did you find medDARE?

Referral

Why did you select medDARE over others?

• Pricing fit our budget
• Good value for cost
• Referred to me
• Company values aligned

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

medDARE provided data and video annotation services for a machine learning (ML) project in the healthcare sector. Their responsibilities included creating new image segmentations and reviewing existing annotations.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

medDARE successfully delivered the required annotations to the client on time, within budget and in alignment with pre-defined quality standards. 

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The team demonstrated strong project management skills and was prompt in addressing the client’s inquiries. They were professional, approachable, and focused on providing excellent customer service. Above all, their collaborative approach was a standout feature.

What was your primary form of communication with medDARE?

Virtual Meeting

What did you find most impressive or unique about this company?

We remain consistently impressed with the quality medDARE brings to our data annotation projects.

Are there any areas for improvement or something medDARE could have done differently?

No

BACKGROUND

Please describe your company and position.

I am the staff engineer 

Describe what your company does in a single sentence.

horizontal transport automation

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• Annotation of lidar data

SOLUTION

How did you find medDARE?

Referral

Why did you select medDARE over others?

• High ratings
• Referred to me

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Meddare provides us with detailed annotation of our 3D data. They perform instance level cuboid annotation for video data that we use for various perceptions workflows.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Meddare provided us annotation for multiple thousand of raw pointcloud frames, we were able to use this data to train our perception models and deploy to production. The work is still ongoing to further increase coverage and address edge-cases.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Overall no complains, communication is smooth and all expectations are met.

What was your primary form of communication with medDARE?

Email or Messaging App

What did you find most impressive or unique about this company?

Perhaps medDARE is quite flexible and easily aligns with what is important for us during annotation.

Are there any areas for improvement or something medDARE could have done differently?

nope

BACKGROUND

Please describe your company and position.

I am the Research Manager of a healthcare equipment supplier.

Describe what your company does in a single sentence.

Supplier for healthcare equipment

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?

• create new image annotations
• review existing image anntotations

SOLUTION

How did you find medDARE?

Other

Why did you select medDARE over others?

Referred to me

How many teammates from medDARE were assigned to this project?

2-5 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We had images to annotate (new annotations) and images for which annotations needed to be reviewed.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

number of annotated images per time

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Excellent project management with very fast response time. Projects items were delivered on time.

What was your primary form of communication with medDARE?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

medDARE is very flexible in adjusting to our needs.

Are there any areas for improvement or something medDARE could have done differently?

no relevant topics

BACKGROUND

Please describe your company and position.

 I am the CEO of a medical company 

Describe what your company does in a single sentence.

Our company is the interface between first appointment and surgery using AI-enabled & 3D imaging technologies.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire medDARE to accomplish?
Annotation of 600+ CT scans of Pelvis, Knees and Shoulders

SOLUTION

How did you find medDARE?

Online Search

Why did you select medDARE over others?

• Pricing fit our budget
• Company values aligned

How many teammates from medDARE were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Images annotated for AI-model traning

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Quality of the annotations (in %) and time for execution (in days).

Describe their project management. Did they deliver items on time? How did they respond to your needs?

They delivered their tasks on time, sometimes earlier than expected, and responded to our needs.

What was your primary form of communication with medDARE?

Virtual Meeting

What did you find most impressive or unique about this company?

Quality of annotations (following our protocol) and speed.

Are there any areas for improvement or something medDARE could have done differently?

Not really.