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AI in Healthcare, First-Time CTO
Manage episode 421127447 series 1942373
Did you know traditional breast cancer screenings can miss early signs of the disease?
In this episode, we get an exclusive look into MedCognetics, a company using AI to revolutionize breast cancer detection. Matt Watson chats with guest Tim Cogan, MedCognetics co-founder & CTO, about how AI can:
- Catch cancer earlier: Imagine AI spotting subtle abnormalities that might escape the human eye, leading to earlier intervention and potentially better outcomes.
- Free up doctors' time: AI could become a doctor's partner, prioritizing patients and allowing for more focused care.
- Improve accuracy: AI algorithms trained on vast datasets might produce more consistent and accurate diagnoses than traditional methods.
But developing AI for healthcare isn't without its challenges. We'll also discuss:
- The road to FDA approval: The rigorous process of getting AI-powered medical tools cleared for use ensures patient safety and efficacy.
- Building unbiased AI: Ensuring diverse datasets and addressing potential biases in AI development is crucial for fair and accurate diagnoses.
- The changing role of the CTO: Tim Cogan, a seasoned software developer, shares how his perspective on technology has shifted to focus on business goals and, ultimately, improving patient care.
Join our host, Matt Watson, a tech leader with over 20 years of experience, and Tim Cogan as they explore the exciting potential of AI in breast cancer screening. This episode is a must-listen for anyone interested in the future of healthcare, medical technology, and the fight against cancer.
Find Startup Hustle Everywhere:
This episode is sponsored by Full Scale:
Visit the MedCognetics website:
Learn more about Tim Cogan:
https://www.linkedin.com/in/timothy-cogan
Sign up for the Startup Hustle newsletter:
Highlighted Discussion Points
- Using AI to improve breast cancer screening process. 0:32
- Developing AI software for breast cancer detection. 4:37
- Developing AI for medical image analysis, challenges, and potential impact on healthcare. 9:47
- AI in healthcare, prioritizing patient care, and CTO's role in software development. 16:17
- Shifting mindset from technical expertise to problem-solving and business outcomes in software development. 20:51
- FDA approval process for AI-powered cancer diagnosis tool. 27:34
- AI in medical imaging, the potential for accuracy improvement. 31:50
See omnystudio.com/listener for privacy information.
1348 에피소드
Manage episode 421127447 series 1942373
Did you know traditional breast cancer screenings can miss early signs of the disease?
In this episode, we get an exclusive look into MedCognetics, a company using AI to revolutionize breast cancer detection. Matt Watson chats with guest Tim Cogan, MedCognetics co-founder & CTO, about how AI can:
- Catch cancer earlier: Imagine AI spotting subtle abnormalities that might escape the human eye, leading to earlier intervention and potentially better outcomes.
- Free up doctors' time: AI could become a doctor's partner, prioritizing patients and allowing for more focused care.
- Improve accuracy: AI algorithms trained on vast datasets might produce more consistent and accurate diagnoses than traditional methods.
But developing AI for healthcare isn't without its challenges. We'll also discuss:
- The road to FDA approval: The rigorous process of getting AI-powered medical tools cleared for use ensures patient safety and efficacy.
- Building unbiased AI: Ensuring diverse datasets and addressing potential biases in AI development is crucial for fair and accurate diagnoses.
- The changing role of the CTO: Tim Cogan, a seasoned software developer, shares how his perspective on technology has shifted to focus on business goals and, ultimately, improving patient care.
Join our host, Matt Watson, a tech leader with over 20 years of experience, and Tim Cogan as they explore the exciting potential of AI in breast cancer screening. This episode is a must-listen for anyone interested in the future of healthcare, medical technology, and the fight against cancer.
Find Startup Hustle Everywhere:
This episode is sponsored by Full Scale:
Visit the MedCognetics website:
Learn more about Tim Cogan:
https://www.linkedin.com/in/timothy-cogan
Sign up for the Startup Hustle newsletter:
Highlighted Discussion Points
- Using AI to improve breast cancer screening process. 0:32
- Developing AI software for breast cancer detection. 4:37
- Developing AI for medical image analysis, challenges, and potential impact on healthcare. 9:47
- AI in healthcare, prioritizing patient care, and CTO's role in software development. 16:17
- Shifting mindset from technical expertise to problem-solving and business outcomes in software development. 20:51
- FDA approval process for AI-powered cancer diagnosis tool. 27:34
- AI in medical imaging, the potential for accuracy improvement. 31:50
See omnystudio.com/listener for privacy information.
1348 에피소드
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