Daniella Gilboa's guest appearances

Daniella Gilboa

The Harry Glorikian Show

HealthTech Israel Podcast

Richard Fox

John Glaser

Rayid Ghani

Matteo Franceschetti

Azeem Azhar

Rana El Kaliouby

David Sable

Harpreet Rai

Beth Israel

Michael Snyder

Wendy Chung

Tom Davenport

Peter Coffee

Joel Dudley

Eric Daimler

OwlTail

Doctors helping couples conceive through in-vitro fertilization typically must screen multiple fertilized embryos to select one embryo for implantation—but the process is fraught with risk and subjectivity. from In 2018 Gilboa and her colleagues Daniel Seidman and Eyal Schiff co-founded AIVF, an Israel-based startup developing decision support tools that use deep learning and computer vision to lower the risk by identifying the most promising embryos for intrauterine implantation.The company's technology takes the place of old-fashioned visual evaluation of embryos by humans, instead of capturing time-lapse video of embryos from the moment of conception to the fifth day after conception, at multiple focal planes. "It's an obscene amount of data," Gilboa says. "Instead of looking at the embryo once a day under the microscope, we have tons of images to annotate and look for the biological features that we know are correlated with success."Proprietary machine learning algorithms use the video data, together with patients' health history and genomic data, to predict which embryos have the highest chance of developing into a healthy newborn. In theory, the technology will lower failure rates, decreasing the number of fertility cycles required for conception and therefore lowering the overall cost of IVF treatment."Many people don't get to fulfill their dream of having a child, and this is really heartbreaking for me," Gilboa tells Harry. "This is what really drives me as an embryologist to be able to provide a new, next-generation IVF treatment that would be accessible, that wouldn't be so expensive."Check out the full show notes for this episode and other MoneyBall Medicine episodes on our website. For more on how data is transforming reproductive medicine, listen to Harry's interview with Alan Copperman.Please rate and review The Harry Glorikian Show on Apple Podcasts! Here's how to do that from an iPhone, iPad, or iPod touch:1. Open the Podcasts app on your iPhone, iPad, or Mac.2. Navigate to The Harry Glorikian Show podcast. You can find it by searching for it or selecting it from your library. Just note that you'll have to go to the series page which shows all the episodes, not just the page for a single episode.3. Scroll down to find the subhead titled "Ratings &amp; Reviews."4. Under one of the highlighted reviews, select "Write a Review."5. Next, select a star rating at the top — you have the option of choosing between one and five stars.6. Using the text box at the top, write a title for your review. Then, in the lower text box, write your review. Your review can be up to 300 words long.7. Once you've finished, select "Send" or "Save" in the top-right corner.8. If you've never left a podcast review before, enter a nickname. Your nickname will be displayed next to any reviews you leave from here on out.9. After selecting a nickname, tap OK. Your review may not be immediately visible.That's it! Thanks so much.

Doctors helping couples conceive through in-vitro fertilization typically must screen multiple fertilized embryos to select one embryo for implantation—but the process is fraught with risk and subjectivity. from In 2018 <a href="https://www.linkedin.com/in/daniella-gilboa-20295713/" rel="nofollow" target="_blank">Gilboa</a> and her colleagues Daniel Seidman and Eyal Schiff co-founded <a href="https://aivf.co" rel="nofollow" target="_blank">AIVF</a>, an Israel-based startup developing decision support tools that use deep learning and computer vision to lower the risk by identifying the most promising embryos for intrauterine implantation.The company's technology takes the place of old-fashioned visual evaluation of embryos by humans, instead of capturing time-lapse video of embryos from the moment of conception to the fifth day after conception, at multiple focal planes. "It's an obscene amount of data," Gilboa says. "Instead of looking at the embryo once a day under the microscope, we have tons of images to annotate and look for the biological features that we know are correlated with success."Proprietary machine learning algorithms use the video data, together with patients' health history and genomic data, to predict which embryos have the highest chance of developing into a healthy newborn. In theory, the technology will lower failure rates, decreasing the number of fertility cycles required for conception and therefore lowering the overall cost of IVF treatment."Many people don't get to fulfill their dream of having a child, and this is really heartbreaking for me," Gilboa tells Harry. "This is what really drives me as an embryologist to be able to provide a new, next-generation IVF treatment that would be accessible, that wouldn't be so expensive."Check out the full show notes for this episode and other MoneyBall Medicine episodes on our website. For more on how data is transforming reproductive medicine, listen to <a href="https://glorikian.com/alan-copperman-on-how-data-is-transforming-reproductive-medicine/" rel="nofollow" target="_blank">Harry's interview with Alan Copperman</a>.Please rate and review <a href="https://podcasts.apple.com/us/podcast/a-new-era-of-participatory-medicine-talking-with/id1435939790?i=1000538326858" rel="nofollow" target="_blank">The Harry Glorikian Show on Apple Podcasts</a>! Here's how to do that from an iPhone, iPad, or iPod touch:1. Open the Podcasts app on your iPhone, iPad, or Mac.2. Navigate to The Harry Glorikian Show podcast. You can find it by searching for it or selecting it from your library. Just note that you'll have to go to the series page which shows all the episodes, not just the page for a single episode.3. Scroll down to find the subhead titled "Ratings &amp; Reviews."4. Under one of the highlighted reviews, select "Write a Review."5. Next, select a star rating at the top — you have the option of choosing between one and five stars.6. Using the text box at the top, write a title for your review. Then, in the lower text box, write your review. Your review can be up to 300 words long.7. Once you've finished, select "Send" or "Save" in the top-right corner.8. If you've never left a podcast review before, enter a nickname. Your nickname will be displayed next to any reviews you leave from here on out.9. After selecting a nickname, tap OK. Your review may not be immediately visible.That's it! Thanks so much.

Daniella Gilboa on How Deep Learning Can Revolutionize IVF