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DEEP MEDICINE

HOW ARTIFICIAL INTELLIGENCE CAN MAKE HEALTHCARE HUMAN AGAIN

A cogent argument for a more humane—and human—medicine, assisted by technology but not driven by it.

A gimlet-eyed look at the role of computers in medicine.

Building on earlier fly-on-the-wall looks at modern healing (The Patient Will See You Now: The Future of Medicine Is in Your Hands, 2015, etc.), cardiologist Topol examines the pros and cons of putting artificial intelligence, database crunching, and the like into the service of doctors who may or may not appreciate the new powers gained and limits reached. In this, the question is one of building a body of testable data and using it wisely. As the author writes, “shallow evidence…leads to shallow medical practice, with plenty of misdiagnosis and unnecessary procedures.” The data is more abundant than the meaning derived from it—by most estimates, Topol writes, doctors have collectively absorbed perhaps 5 percent of the whole literature. AI is useful for plowing through that huge body of material and weeding out the inapplicable and unlikely. AI is not, however, yet up to the “outlandish expectations,” as he puts it, that some administrators—and, more to the point, cost-cutting insurers—are placing on it, from curing cancer to eliminating possible harm to patients to lessening workloads. To be sure, he notes, there are many places where an algorithm’s ability to “eat data” is most welcome, as with correlating a patient’s intake of fluids with his or her output of urine. Given that most Americans have their medical records scattered over many providers and insurers, it’s important that data be consolidated and put in the hands of consumers. Perhaps paradoxically, notes the author, “the only way it can be made secure is to be decentralized.” Another issue is the possible overreliance of doctors on data in place of good practice, and Topol closes with the warning: "Machine medicine need not be our future.”

A cogent argument for a more humane—and human—medicine, assisted by technology but not driven by it.

Pub Date: March 12, 2019

ISBN: 978-1-5416-4463-2

Page Count: 400

Publisher: Basic Books

Review Posted Online: Jan. 12, 2019

Kirkus Reviews Issue: Feb. 1, 2019

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THINKING, FAST AND SLOW

Striking research showing the immense complexity of ordinary thought and revealing the identities of the gatekeepers in our...

A psychologist and Nobel Prize winner summarizes and synthesizes the recent decades of research on intuition and systematic thinking.

The author of several scholarly texts, Kahneman (Emeritus Psychology and Public Affairs/Princeton Univ.) now offers general readers not just the findings of psychological research but also a better understanding of how research questions arise and how scholars systematically frame and answer them. He begins with the distinction between System 1 and System 2 mental operations, the former referring to quick, automatic thought, the latter to more effortful, overt thinking. We rely heavily, writes, on System 1, resorting to the higher-energy System 2 only when we need or want to. Kahneman continually refers to System 2 as “lazy”: We don’t want to think rigorously about something. The author then explores the nuances of our two-system minds, showing how they perform in various situations. Psychological experiments have repeatedly revealed that our intuitions are generally wrong, that our assessments are based on biases and that our System 1 hates doubt and despises ambiguity. Kahneman largely avoids jargon; when he does use some (“heuristics,” for example), he argues that such terms really ought to join our everyday vocabulary. He reviews many fundamental concepts in psychology and statistics (regression to the mean, the narrative fallacy, the optimistic bias), showing how they relate to his overall concerns about how we think and why we make the decisions that we do. Some of the later chapters (dealing with risk-taking and statistics and probabilities) are denser than others (some readers may resent such demands on System 2!), but the passages that deal with the economic and political implications of the research are gripping.

Striking research showing the immense complexity of ordinary thought and revealing the identities of the gatekeepers in our minds.

Pub Date: Nov. 1, 2011

ISBN: 978-0-374-27563-1

Page Count: 512

Publisher: Farrar, Straus and Giroux

Review Posted Online: Sept. 3, 2011

Kirkus Reviews Issue: Sept. 15, 2011

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THE CULTURE MAP

BREAKING THROUGH THE INVISIBLE BOUNDARIES OF GLOBAL BUSINESS

These are not hard and fast rules, but Meyer delivers important reading for those engaged in international business.

A helpful guide to working effectively with people from other cultures.

“The sad truth is that the vast majority of managers who conduct business internationally have little understanding about how culture is impacting their work,” writes Meyer, a professor at INSEAD, an international business school. Yet they face a wider array of work styles than ever before in dealing with clients, suppliers and colleagues from around the world. When is it best to speak or stay quiet? What is the role of the leader in the room? When working with foreign business people, failing to take cultural differences into account can lead to frustration, misunderstanding or worse. Based on research and her experiences teaching cross-cultural behaviors to executive students, the author examines a handful of key areas. Among others, they include communicating (Anglo-Saxons are explicit; Asians communicate implicitly, requiring listeners to read between the lines), developing a sense of trust (Brazilians do it over long lunches), and decision-making (Germans rely on consensus, Americans on one decider). In each area, the author provides a “culture map scale” that positions behaviors in more than 20 countries along a continuum, allowing readers to anticipate the preferences of individuals from a particular country: Do they like direct or indirect negative feedback? Are they rigid or flexible regarding deadlines? Do they favor verbal or written commitments? And so on. Meyer discusses managers who have faced perplexing situations, such as knowledgeable team members who fail to speak up in meetings or Indians who offer a puzzling half-shake, half-nod of the head. Cultural differences—not personality quirks—are the motivating factors behind many behavioral styles. Depending on our cultures, we understand the world in a particular way, find certain arguments persuasive or lacking merit, and consider some ways of making decisions or measuring time natural and others quite strange.

These are not hard and fast rules, but Meyer delivers important reading for those engaged in international business.

Pub Date: May 27, 2014

ISBN: 978-1-61039-250-1

Page Count: 288

Publisher: PublicAffairs

Review Posted Online: April 15, 2014

Kirkus Reviews Issue: May 1, 2014

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