Date: Wed, 01 Apr 2020 00:00:00 +0000
<p><a href="https://twitter.com/gabidavila">Gabi Ferrara</a> joins <a href="https://twitter.com/markmirch">Mark Mirchandani</a> today for an in-depth interview with <a href="https://twitter.com/dalequark">Dale Markowitz</a> about machine learning in the healthcare and medical fields. Dale talks about the coolest ways ML is transforming the healthcare field with advances in imaging and more accurate diagnoses of cancers.</p> <p>Later, Dale talks about how the cloud is used in healthcare to make data collection and sharing more efficient. The Google For Healthcare API, for example, makes working with common medical data types such as FHIR easier and more consistent. It helps with things like anonymizing of data and works with BigQuery for data analyzation. When data is collected and stored in the right format, it can be used to track healing progress, make health predictions, and more.</p> <h5 id="dale-markowitz">Dale Markowitz</h5> <p>Dale Markowitz is an Applied AI Engineer and Developer Advocate at Google.</p> <h5 id="cool-things-of-the-week">Cool things of the week</h5> <ul> <li>Google Game Developer Summit on Youtube <a href="https://www.youtube.com/user/GoogleDevelopers/playlists?view=50&sort=dd&shelf_id=88"> videos</a></li> <li>Simplifying Google Drive’s folder structure and sharing models <a href="https://cloud.google.com/blog/products/g-suite/simplifying-google-drives-folder-structure-and-sharing-models"> blog</a></li> <li>PostgreSQL 12 is in Beta on Google Cloud <a href="https://cloud.google.com/sql/docs/release-notes">docs</a> <ul> <li>New 96-core machine types for MySQL, PostgreSQL and SQL Server</li> </ul> </li> </ul> <h5 id="interview">Interview</h5> <ul> <li>Google’s lung cancer detection AI outperforms 6 human radiologists <a href="https://venturebeat.com/2019/05/20/googles-lung-cancer-detection-ai-outperforms-6-human-radiologists/"> article</a></li> <li>BigQuery <a href="https://cloud.google.com/bigquery">site</a></li> <li>Cloud Healthcare API <a href="https://cloud.google.com/healthcare">site</a></li> <li>Google FHIR <a href="https://cloud.google.com/healthcare/docs/concepts/fhir">docs</a></li> <li>Google Games Dev Summit Playlist <a href="https://www.youtube.com/playlist?list=PLIivdWyY5sqI4HG9PQc1mplzlAFPvBh_3"> videos</a></li> <li>Building Contact Center AI Solutions with Quantiphi - Stack Chat <a href="https://www.youtube.com/watch?v=cTZArDgbIWw&t=4s">video</a></li> <li>Verily <a href="https://verily.com">site</a></li> <li>DeepMind <a href="https://deepmind.com">site</a></li> <li>AlphaFold: Improved protein structure prediction using potentials from deep learning <a href="https://deepmind.com/research/publications/AlphaFold-Improved-protein-structure-prediction-using-potentials-from-deep-learning"> research</a></li> <li>Computational predictions of protein structures associated with COVID-19 <a href="https://deepmind.com/research/open-source/computational-predictions-of-protein-structures-associated-with-COVID-19"> research</a></li> <li>How Machine Learning is Transforming Healthcare at Google and Beyond <a href="https://towardsdatascience.com/how-machine-learning-is-transforming-healthcare-at-google-and-beyond-d4f664b7e27c"> blog</a></li> <li>How to develop machine learning models for healthcare <a href="https://www.nature.com/articles/s41563-019-0345-0">article</a></li> </ul> <h5 id="question-of-the-week">Question of the week</h5> <p>Where do I get started debugging performance for my MySQL database?</p> <ul> <li><a href="https://cloud.google.com/sql/docs/mysql/diagnose-issues">Diagnose</a> and <a href="https://cloud.google.com/community/tutorials/stackdriver-monitor-slow-query-mysql"> Slow-Query Log</a><br /></li> </ul> <h5 id="where-can-you-find-us-next">Where can you find us next?</h5> <p>Gabi will be working <a href="https://gabi.tips/office-hours">Office Hours</a>.</p> <p>Mark will be making more videos like <a href="https://www.youtube.com/watch?v=cTZArDgbIWw&t=4s">KubeFlow 101 Series</a> and <a href="https://www.youtube.com/watch?v=Bu2uEX2nB9A&list=PLIivdWyY5sqJvwGd0PTzSx1j0cePX0INl"> Stack Chat</a>.</p>
