One of the challenges with developing a unified quality system is not only deciding what the system will look like in its final stage but also deciding how the company will transition to the system. I...

Many companies focus more on quality control because it can create a familiar reactive dynamic where problems are fixed after they appear. If a company relied on inspection for a long time and has bee...

In this case, the final decision should heavily depend on the level of risk involved instead of just choosing an AI system. If the AI flags a quality issue and a QA professional disagrees, then the di...

Choosing the product claim is important when viewing it with the means to the future of a product and company. A company's launch claims can influence more than just the FDA submission. The decision c...

@ahmed-elmonier The FDA should definitely consider the specific kinds of risks a potential new device can pose when deciding a new pathway. Certain risks can be easily detected and controlled compared...

It is important for the framework to evolve for AI integrated medical devices, and companies shouldn't need a full reapproval for every update because it can become redundant. However, when it comes t...

It is also important to consider how each environment from academia to industry is when it comes to helping individuals in smaller populations and how that can impact a project, especially when it com...

Personally, it really depends on the project but an essential factor that should be taken into account for a project is the sensitivity or confidentiality of the brand new instruments or technology. I...

An important factor in determining clinical readiness is by looking at whether lab and animal studies showcase enough evidence of safety and efficacy. At the same time, one should identify the major r...

Contributing to everyone's perspective, an important part that comes from project planning may not be planning every individual task, but it can be identifying every major decision point. A team might...

From personal experience, another major conflict point that can be seen with teamwork is competing personalities. At times there can be certain members or subject matter experts that can be very strai...

Prioritization and judgement is an additional quality a project manager must showcase, especially when there are competing demands coming from stakeholders, engineers, or others. A project can have an...

Another component that comes with dealing with teamwork that is challenging is the possibility of there being unclear ownership for certain tasks. Even when people want to contribute, the project can ...

It is essential to be a well-rounded student as described in the conversation; many students take on more than they can chew, and it can ultimately affect their performance in certain aspects. I think...

It is essential to have experience in industry, especially if you want to break into top companies; however, the experience matters less compared to how you explain your accomplishments. It's importan...