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1 The Icelandic Art of Intuition with Hrund Gunnsteinsdóttir | 307 35:19
6: Using Data to Address Inequities in Healthcare with Muhammad Ahmad
Manage episode 296951483 series 2944839
In this episode of the Podcast, Seth interviews Muhammad Ahmad. Muhammad is an Affiliate Assistant Professor in the Department of Computer Science at University of Washington and a Research Scientist at KenSci. His research areas are machine learning in healthcare, accountability and ethics in AI. His recent work is focused on foundations of machine learning and cross-cultural perspectives on AI. Muhammad’s work combines academic rigor with extensive experience in deploying machine learning systems at scale in the healthcare sector and thus first-hand knowledge of many moral and ethical dilemmas that come with it. He has published over 50 research papers in machine learning and artificial intelligence. He has a PhD in Computer Science from University of Minnesota. This episode will be the second part of our look at race and healthcare.
In this interview, Seth and Muhammad explore a variety of topics. Muhammad talks about how he eventually turned his focus towards healthcare, specifically addressing discrepancies in care between different ethnic groups. He explains many technical problems in machine learning, including the challenges to applying different definitions of fairness. The key questions to this episode are: how has data served to both obscure and to illuminate discrepancies on healthcare? How can machine learning enhance our understanding of complex social problems?
Credits:
Music: "Dreams" from Bensound.com
Contact us:
digethix.org
facebook.com/digethix
twitter.com/digethix
instagram.com/digethixfuture
EMAIL: digethix@mindandculture.org
30 פרקים
Manage episode 296951483 series 2944839
In this episode of the Podcast, Seth interviews Muhammad Ahmad. Muhammad is an Affiliate Assistant Professor in the Department of Computer Science at University of Washington and a Research Scientist at KenSci. His research areas are machine learning in healthcare, accountability and ethics in AI. His recent work is focused on foundations of machine learning and cross-cultural perspectives on AI. Muhammad’s work combines academic rigor with extensive experience in deploying machine learning systems at scale in the healthcare sector and thus first-hand knowledge of many moral and ethical dilemmas that come with it. He has published over 50 research papers in machine learning and artificial intelligence. He has a PhD in Computer Science from University of Minnesota. This episode will be the second part of our look at race and healthcare.
In this interview, Seth and Muhammad explore a variety of topics. Muhammad talks about how he eventually turned his focus towards healthcare, specifically addressing discrepancies in care between different ethnic groups. He explains many technical problems in machine learning, including the challenges to applying different definitions of fairness. The key questions to this episode are: how has data served to both obscure and to illuminate discrepancies on healthcare? How can machine learning enhance our understanding of complex social problems?
Credits:
Music: "Dreams" from Bensound.com
Contact us:
digethix.org
facebook.com/digethix
twitter.com/digethix
instagram.com/digethixfuture
EMAIL: digethix@mindandculture.org
30 פרקים
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1 29: What's wrong with Academia? Data Fraud from Harvard Professor Francesca Gino 1:00:17

1 28: Computational Simulation in Practice: Simulating Religious Violence Documentary Interview 47:47

1 27: How Should You Manage Your Data? 'Designing Data Governance from the Ground Up' with Lauren Maffeo 50:03

1 26: Should You Use ChatGPT in Class? A Guide for Teachers and Students 13:56

1 25: Should You Use Dating Apps? And Other Romance Questions with Ethicist Kate Ott 46:37

1 24: Parenting in the Digital Dystopia with Dr. Loretta Brady 54:30

1 23: Twitter's Bias Bounty Program and The Ethics of Research with Dr. Borhane Blili-Hamelin 50:20

1 21: Trust and Safety Communication Technologies with Ryan Mayfield 1:26:24

1 20: Exploring Ethical Problems through Stories with After Dinner Conversation 39:54

1 19: Videogames and Positive Ethical Formation with Benjamin Chicka 52:29

1 18: Ethical Leadership in Business and Life with Willys DeVoll 49:16

1 17: Biohacking, Implants, and DIY Science with Jacob Boss 46:59

1 16: The Case for the Non-Profit Technology Company with Rubén Mancha 49:48

1 15: Information Asymmetry in the App Economy - The Case of the Doordash Strike 52:36

1 14: NFTs and the Future of Art with Timothée Mathon 54:10

1 13: Exploring Attention and Virtue through Science Fiction with Emanuelle Burton 58:34

1 12: CAPTCHAs, Bots, and Informed Consent with Bernd Dürrwächter 58:58

1 11: Shared Computing, Data Analysis, and Boston University's Computing and Data Sciences Unit with Azer Bestavros 1:05:22


1 10: Season Recap and State of the Podcast 30:06

1 9: Pegasus NSO Spyware and the Business of Surveillance 1:00:28

1 8: Critical Thinking and the Process of Ethics in Technology with Bernd Dürrwächter 1:06:19

1 7: Artificial Intelligence, Emotion, and What Makes Us Human with Dr. Noreen Herzfeld 1:01:35

1 6: Using Data to Address Inequities in Healthcare with Muhammad Ahmad 55:53

1 5: Black Maternal Mortality and the Informatic Problem of Personal Experience 48:15

1 4: Digitality, Photoshop, and the Audiences of Our Making 1:00:58

1 3: Simulation Research and Applications with F. LeRon Shults 52:14

1 2: Neurofeedback, Technodelics, Brain Stimulation, and the New Spirit Tech with Kate Stockly 45:50

1 1: Data Science, Interdisciplinary Research, and the Problem of the Humanities with Wesley Wildman 47:29
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