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Home Financial Markets

Flipping COINs to COPINs

Everyone wants to get the most out of their innovations

Arlen Meyers by Arlen Meyers
February 23, 2024
in Financial Markets
0
Flipping COINs to COPINs

Allison Saeng

Everyone seems interested in getting the most impact out of their innovation efforts. Collaborative Innovation Networks (COINs) have mushroomed since the invention of the Internet and cheap mobile communications. Community based innovation and biomedical and health online innovation networks have the potential to speed new product development, offer alternative financing platforms for early-stage ventures, provide education, information, and support to those with diseases and help to lower the costs and speed of clinical trials. A recently announced collaboration between the FDA and PatientsLikeMe will make it easier to do post marketing surveillance for drugs.

However, questions remain about their effectiveness in creating value, security, commercial and clinical validity, legal status, and sustainability.

An important question is whether COINs, particularly in bioscience and health, create lasting impact, and, if so, under what circumstances. Based on my experience co-founding a non-profit COIN and contributing to efforts to transform it into a sustainable entity that meets its mission i.e. getting biomedical and health ideas to patients, leaderpreneurs need to overcome several hurdles:

1. A relentless focus on advancing a clearly defined, easy to understand mission.

2. Creating and validating a business model that generates enough revenue to sustain the organization.

3. A marketing effort that uses state of the art social media techniques to target those most interested in supporting your mission.

4. Minimizing spending on things that don’t add user defined value.

5. Continually offering new products and services as part of the platform.

6. Telling your story in a way that appeals to the heart, not the head of potential supporters.

7. Engaging and building the community of interest until it reaches a tipping point.

8. Transitioning from working in the COIN to working on the COIN once it has reached a critical mass.

9. Cheaply creating and killing experiments early when it is clear they won’t yield positive results

10. Expanding your influence on interfaces or open networks with overlapping interests. COINs need to be COPINs-collaborative open innovation networks

Open Innovation is a paradigm that assumes that firms can and should use external ideas as well as internal ideas, and internal and external paths to market, as the firms look to advance their technology. Open Innovation combines internal and external ideas into architectures and systems whose requirements are defined by a business model.

Amidst the gloom and doom of the early months of the Covid-19 crisis, something surprisingly uplifting started to happen: Companies began to come together to work openly at an unprecedented level, putting the ability to create value before the opportunity to make a buck. Here’s how companies can overcome some well-known challenges in open innovation, things that challenge the US sick care system of systems.

Building collaborative open innovation networks requires:

  1. An organization with leadership to coordinate, grow and engage the community of interest
  2. A compelling value proposition that meets the jobs, gains, and pains of participant stakeholders
  3. A communications plan that uses various message delivery channels

4. Metrics and a dashboard to measure both inputs and valid outputs

5. A viable business model

6. Leadership

7. Network engagement and advocacy

8. Innovation

9. Branding

10. A sustainable competitive advantage

Open innovation is about encouraging your teams and leaders to expand their internal and external networks, make diversity and inclusion part of the corporate culture, encourage people to have outside interests and understant that your industry cannot be changed from inside only.

Collaborative, or open innovation, collaborative innovation, are “…activities organizations use to improve their rates of innovation and problem solving by more effectively leveraging the diverse ideas and insights of employees, customers and partners.” Here are some ways to measure their efficiency and effectiveness.

There are four essential steps to open innovation.

1. Obtaining innovations from external sources

2. Integrating innovations

3. Commercializing

4. Knowledge transfer programs during the interactions

Here are some tips on how to build a better sandbox.

COPINS can be as narrow or as wide as you like. For example, you can create a COPIN that links different academic entities on one campus v one that is an intercampus COPIN v one that connects different universities in the same state with other parts of regional innovation ecosystems. Or, you can create a global one.

Here are some ways to diversify your network.

Building your COPIN to make an impact is but the initial step. To reach your SMART COPIN goals, the community will need to evolve along a pathway that measures inputs, processes, outputs, and outcomes, not just vanity numbers on a Linkedin group.

Source: Arlen Meyers MD MBA Substack
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Arlen Meyers

Arlen Meyers

Arlen Meyers, MD, MBA is the President and CEO of the Society of Physician Entrepreneurs on Substack

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Videos

In this episode, the host discusses the significance of large language models (LLMs) in healthcare, their applications, and the challenges they face. The conversation highlights the importance of simplicity in model design and the necessity of integrating patient feedback to enhance the effectiveness of LLMs in clinical settings.

Takeaways
LLMs are becoming integral in healthcare.
They can help determine costs and service options.
Hallucination in LLMs can lead to misinformation.
LLMs can produce inconsistent answers based on input.
Simplicity in LLMs is often more effective than complexity.
Patient behavior should guide LLM development.
Integrating patient feedback is crucial for accuracy.
Pre-training models with patient input enhances relevance.
Healthcare providers must understand LLM limitations.
The best LLMs will focus on patient-centered care.

Chapters

00:00 Introduction to LLMs in Healthcare
05:16 The Importance of Simplicity in LLMs
The Future of LLMs in HealthcareDaily Remedy
YouTube Video U1u-IYdpeEk
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Large Language Models in Healthcare

Clinical Reads

What the Most-Cited LLM-in-Medicine Papers Reveal—and What They Miss

What the Most-Cited LLM-in-Medicine Papers Reveal—and What They Miss

by Daily Remedy
January 25, 2026
0

In just over two years, papers on large language models (LLMs) in medicine have accumulated nearly fifteen thousand citations, creating an academic canon that is already shaping funding decisions, regulatory conversations, and clinical experimentation. This study dissects the 100 most-cited LLM-in-medicine papers to show who is driving the field, which applications dominate attention, and where the evidence remains dangerously thin. What emerges is a picture of rapid intellectual consolidation—paired with a widening gap between technical promise and clinical reality. The...

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