Fans pick 100 books like Deep Medicine

By Eric Topol,

Here are 100 books that Deep Medicine fans have personally recommended if you like Deep Medicine. Shepherd is a community of 12,000+ authors and super readers sharing their favorite books with the world.

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Book cover of The Digital Doctor: Hope, Hype, and Harm at the Dawn of Medicine's Computer Age

Kerrie Holley Author Of AI-First Healthcare: AI Applications in the Business and Clinical Management of Health

From my list on artificial intelligence in health care.

Why am I passionate about this?

I fell in love with technology when I wrote my first computer program at age 14 when there was no public Internet, no personal computers, no iPhone, no cloud. I have made technical contributions to every era of computing from mainframes, to PCs, Internet, Cloud, and now AI. I was recently elected to the National Academy of Engineering. AI currently surpasses my wildest imagination on the art of what’s possible. I'm still passionately working in technology at Google focused on how to live healthier lives. I believe we can make AI the telescope of the future, to helping everyone live long and healthy lives.

Kerrie's book list on artificial intelligence in health care

Kerrie Holley Why did Kerrie love this book?

I met Dr. Wachter, at the University of California in San Francisco and we were discussing the applicability of technology in a patient’s hospital room to improve care. 

I was introduced to his book and was mesmorized. It was one of my early conversations from a clinician stressing that we need technology, computers to be invisible not irresistible in healthcare.

He writes compelling stories about medical errors which only by the stroke of luck didn’t cause a fatality.  It reminded me of my sister-in-law who was misdiagnosed as being Type 2 diabetes when she was Type 1. 

This misdiagnosis could have proved fatal. The proper use of AI, especially the current wave of generative AI could have made a huge difference.

By Robert Wachter,

Why should I read it?

1 author picked The Digital Doctor as one of their favorite books, and they share why you should read it.

What is this book about?

The New York Times Science Bestseller from Robert Wachter, Modern Healthcare's #1 Most Influential Physician-Executive in the US

While modern medicine produces miracles, it also delivers care that is too often unsafe, unreliable, unsatisfying, and impossibly expensive. For the past few decades, technology has been touted as the cure for all of healthcare's ills.

But medicine stubbornly resisted computerization - until now. Over the past five years, thanks largely to billions of dollars in federal incentives, healthcare has finally gone digital.

Yet once clinicians started using computers to actually deliver care, it dawned on them that something was deeply wrong.…


Book cover of Connectome: How the Brain's Wiring Makes Us Who We Are

Kerrie Holley Author Of AI-First Healthcare: AI Applications in the Business and Clinical Management of Health

From my list on artificial intelligence in health care.

Why am I passionate about this?

I fell in love with technology when I wrote my first computer program at age 14 when there was no public Internet, no personal computers, no iPhone, no cloud. I have made technical contributions to every era of computing from mainframes, to PCs, Internet, Cloud, and now AI. I was recently elected to the National Academy of Engineering. AI currently surpasses my wildest imagination on the art of what’s possible. I'm still passionately working in technology at Google focused on how to live healthier lives. I believe we can make AI the telescope of the future, to helping everyone live long and healthy lives.

Kerrie's book list on artificial intelligence in health care

Kerrie Holley Why did Kerrie love this book?

The opening paragraph of this book is pure poetry in motion, putting me in a trance and craving to read the entire book. 

You wouldn’t know this is a book about neuroscience when reading the opening lines in Chapter 1. Connectome is a thought-provoking exploration of the brain's neural connections and their potential to transform our understanding of ourselves and our place in the world. 

Given that artificial intelligence is inspired by neuroscience it’s a great book to understand how the brain works.

By Sebastian Seung,

Why should I read it?

1 author picked Connectome as one of their favorite books, and they share why you should read it.

What is this book about?

Connectome, by Sebastian Seung is 'One of the most eagerly awaited scientific books of the year ... intellectually exhilarating, beautifully written, exquisitely precise yet still managing to be inspirational' Irish Times

What really makes us who we are? In this groundbreaking book, pioneering neuroscientist Sebastian Seung shows that our identity does not lie in our genes, but in the connections between our brain cells - our own particular wiring, or 'connectomes'.

Everything about us - emotions, thoughts, memories - is encoded in these tangled patterns of neural connections, and now Seung and a dedicated team are mapping them in order…


Book cover of Artificial Intelligence in Healthcare: AI, Machine Learning, and Deep and Intelligent Medicine Simplified for Everyone

Kerrie Holley Author Of AI-First Healthcare: AI Applications in the Business and Clinical Management of Health

From my list on artificial intelligence in health care.

Why am I passionate about this?

I fell in love with technology when I wrote my first computer program at age 14 when there was no public Internet, no personal computers, no iPhone, no cloud. I have made technical contributions to every era of computing from mainframes, to PCs, Internet, Cloud, and now AI. I was recently elected to the National Academy of Engineering. AI currently surpasses my wildest imagination on the art of what’s possible. I'm still passionately working in technology at Google focused on how to live healthier lives. I believe we can make AI the telescope of the future, to helping everyone live long and healthy lives.

Kerrie's book list on artificial intelligence in health care

Kerrie Holley Why did Kerrie love this book?

Parag is a clinician who covers the current and future state for using AI in several healthcare specialties like cardiology, pharmacy, orthopedics, radiology, and many more. 

This is a book for generalists who want to understand how AI applies to a variety of medical disciplines. I enjoyed this book because it deepened my knowledge as an AI technologist on how to apply AI in areas of healthcare from the lens of a physician.

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Book cover of The Coaching Habit: Say Less, Ask More & Change the Way You Lead Forever

The Coaching Habit by Michael Bungay Stanier,

The coaching book that's for all of us, not just coaches.

It's the best-selling book on coaching this century, with 15k+ online reviews. Brené Brown calls it "a classic". Dan Pink said it was "essential".

It is practical, funny, and short, and "unweirds" coaching. Whether you're a parent, a teacher,…

Book cover of Robethics: Ethical implications, risks, and opportunities of the rise of intelligent machines

Kerrie Holley Author Of AI-First Healthcare: AI Applications in the Business and Clinical Management of Health

From my list on artificial intelligence in health care.

Why am I passionate about this?

I fell in love with technology when I wrote my first computer program at age 14 when there was no public Internet, no personal computers, no iPhone, no cloud. I have made technical contributions to every era of computing from mainframes, to PCs, Internet, Cloud, and now AI. I was recently elected to the National Academy of Engineering. AI currently surpasses my wildest imagination on the art of what’s possible. I'm still passionately working in technology at Google focused on how to live healthier lives. I believe we can make AI the telescope of the future, to helping everyone live long and healthy lives.

Kerrie's book list on artificial intelligence in health care

Kerrie Holley Why did Kerrie love this book?

I must confess the book title drew me to the book as I sought to understand and learn more about the ethics of the misuse of AI. 

Having worked on committees in the AU and advised various entities in the United States, the subject of ethics is front and center. The expanding use of large language models and rise of generative AI makes the potential for harm stronger than ever.  

AI is poised to change our lives and society in ways we have not imagined much like the iPhone when it first arrived. Understanding its potential is useful but understanding its potential for harm is mandatory. 

I found this book to be enlightening on the ethical components of AI and technology.

By Matteo Di Michele,

Why should I read it?

1 author picked Robethics as one of their favorite books, and they share why you should read it.


Book cover of All-in On AI: How Smart Companies Win Big with Artificial Intelligence

Roger W. Hoerl Author Of Statistical Thinking: Improving Business Performance

From my list on AI and data science that are actually readable.

Why am I passionate about this?

As a professional statistician, I am naturally interested in AI and data science. However, in our current information age, everyone, in all segments of society, needs to understand the basics of AI and data science. These basics include such things as what these disciplines are, what they can contribute to society, and perhaps most importantly, what can go wrong. However, I have found that much of the literature on these topics is highly technical and beyond the reach of most readers. These books are specifically selected because they are readable by virtually everyone, and yet convey the key concepts needed to be data-literate in the 21st century. Enjoy!

Roger's book list on AI and data science that are actually readable

Roger W. Hoerl Why did Roger love this book?

Books on AI often go to extremes, either promoting it as the solution to all the world’s problems, or depicting it as an evil that will destroy humanity.

This book is much more practical, and based on experience using AI in actual business applications. It is the result of considerable research, involving investigation of applications not only in silicon-valley, but from various business sectors, such as Airbus, Ping, Progressive Insurance, and Capital One Bank.

Don’t let the title fool you; this book is not simply a promotion of AI, but addresses the practical issues that have to be considered if success is to be achieved. For example, they argue that “the most important aspect in AI success is not machinery, but human leadership, behavior, and change.”

By Thomas H. Davenport, Nitin Mittal,

Why should I read it?

2 authors picked All-in On AI as one of their favorite books, and they share why you should read it.

What is this book about?

A Wall Street Journal bestseller

A Publisher's Weekly bestseller

A fascinating look at the trailblazing companies using artificial intelligence to create new competitive advantage, from the author of the business classic, Competing on Analytics, and the head of Deloitte's US AI practice.

Though most organizations are placing modest bets on artificial intelligence, there is a world-class group of companies that are going all-in on the technology and radically transforming their products, processes, strategies, customer relationships, and cultures.

Though these organizations represent less than 1 percent of large companies, they are all high performers in their industries. They have better business…


Book cover of Human + Machine: Reimagining Work in the Age of AI

Steve Finlay Author Of Artificial Intelligence and Machine Learning for Business: A No-Nonsense Guide to Data Driven Technologies

From my list on machine learning for managers and business leaders.

Why am I passionate about this?

I have worked in the field of machine learning and predictive analytics for many years. Having started out as a technical specialist, I have become increasingly interested in the legal, ethical, and social aspects of these subjects. This is because it is these “soft issues” that often determine how successful these technologies are in practice and if they are viewed as a force for good or evil in wider society. This has led me to write several books focusing on the practical and cultural aspects of these subjects and how best to apply them for the benefit of business, individuals, and wider society.

Steve's book list on machine learning for managers and business leaders

Steve Finlay Why did Steve love this book?

Many writers have discussed the dangers that artificial intelligence and machine learning represent to our livelihoods, and how clever computers and autonomous robots will supplant us all in the workplace. What I like about this book is that it provides an alternative, and very optimistic, view of how these new technologies are being deployed. The authors present a future based on a partnership, in which artificial intelligence-based tools work in tandem with human workers, enhancing what individuals can do in the workplace rather than replacing them.

By Paul R. Daugherty, H. James Wilson,

Why should I read it?

1 author picked Human + Machine as one of their favorite books, and they share why you should read it.

What is this book about?

AI is radically transforming business. Are you ready?

Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?

In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show…


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Book cover of From One Cell: A Journey into Life's Origins and the Future of Medicine

From One Cell by Ben Stanger,

Everybody knows that all animals—bats, bears, sharks, ponies, and people—start out as a single cell: the fertilized egg. But how does something no bigger than the period at the end of this sentence give rise to the remarkable complexity of each of these creatures?

FROM ONE CELL is a dive…

Book cover of The Closed World: Computers and the Politics of Discourse in Cold War America

Philip Mirowski Author Of The Knowledge We Have Lost in Information: The History of Information in Modern Economics

From my list on the politics of science.

Why am I passionate about this?

I am an economist who came to realize that the marketplace of ideas was a political doctrine, and not an empirical description of how we came to know what we think we know. Science has never functioned in the same manner across centuries; it was only during my lifetime that it became recast as a subset of market reality. I have spent a fair amount of effort exploring how economics sought to attain the status of a science; but now the tables have turned. It is now scientists who are trained to become first and foremost market actors, finally elevating the political dominance of the economists.

Philip's book list on the politics of science

Philip Mirowski Why did Philip love this book?

Edwards revealed how the very architecture of early computers owed a debt to the political structures of the Cold War. The innovation of a command/control/information infrastructure set the template for military regimentation, and subsequently for the surveillance society we currently inhabit. The story of how cybernetics—a field that never quite made the grade as pure science—nevertheless conquered the culture, is fascinating.

By Paul Edwards,

Why should I read it?

1 author picked The Closed World as one of their favorite books, and they share why you should read it.

What is this book about?

The Closed World offers a radically new alternative to the canonical histories of computers and cognitive science. Arguing that we can make sense of computers as tools only when we simultaneously grasp their roles as metaphors and political icons, Paul Edwards shows how Cold War social and cultural contexts shaped emerging computer technology―and were transformed, in turn, by information machines.

The Closed World explores three apparently disparate histories―the history of American global power, the history of computing machines, and the history of subjectivity in science and culture―through the lens of the American political imagination. In the process, it reveals intimate…


Book cover of Architects of Intelligence: The truth about AI from the people building it

Paul Thagard Author Of Bots and Beasts: What Makes Machines, Animals, and People Smart?

From my list on intelligence in humans, animals, and machines.

Why am I passionate about this?

I became fascinated by the highest achievements of human intelligence while a graduate student in philosophy working on the discovery and justification of scientific theories. Shortly after I got my PhD, I started working with cognitive psychologists who gave me an appreciation for empirical studies of intelligent thinking. Psychology led me to computational modeling of intelligence and I learned to build my own models. Much later a graduate student got me interested in questions about intelligence in non-human animals. After teaching a course on intelligence in machines, humans, and other animals, I decided to write a book that provides a systematic comparison: Bots and Beasts.  

Paul's book list on intelligence in humans, animals, and machines

Paul Thagard Why did Paul love this book?

This book provides a good introduction to the current state of machine intelligence through interviews with many leading practitioners including Geoffrey Hinton, Yann LeCun, Stuart Russell, and Demis Hassabis (DeepMind). You will get a sense of both of AI’s recent accomplishments and how far it falls short of full human intelligence.

By Martin Ford,

Why should I read it?

1 author picked Architects of Intelligence as one of their favorite books, and they share why you should read it.

What is this book about?

Financial Times Best Books of the Year 2018

TechRepublic Top Books Every Techie Should Read

Book Description

How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances?

Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times bestselling author, Martin Ford, uncovers the truth behind these questions from some of the brightest minds in the Artificial Intelligence community.

Martin has wide-ranging conversations with twenty-three…


Book cover of Columbus Day

Tyler E. C. Burnworth Author Of Redshift

From my list on military sci fi that will keep you awake at night.

Why am I passionate about this?

I've been writing since I was 7 years old. Star Wars had a big influence on me, but as I got older I gravitated toward Halo: Combat Evolved and Starship Troopers. Modern stories by the likes of Jason Anspach and Nick Cole, JN Chaney, and Rick Partlow...these are the stories that keep me up at night, my mind reeling with the insanity of what I've just read, pondering how close we are as a society to achieving the outlandish adventures contained in these books. I was in the Air Force for 14 years as an F-16 mechanic. I found my voice by combining my experiences and my passion for Science Fiction.

Tyler's book list on military sci fi that will keep you awake at night

Tyler E. C. Burnworth Why did Tyler love this book?

Columbus Day is the first entry in the Expeditionary Force Series, and it's one to take serious note of...despite the constant onslaught of humor! It reads like your typical Mil SF novel until chapter 10, where it takes all of your expectations and blows them up right in your face.

I loved the intense military combat scenes, coupled with Avenger's style humor and the introduction of a certain hyper-intelligent beer can...yes, it's that kind of story, and it's way better than I'm making it sound.

There's a reason each new release of this series breaks the Audible download page on release day. Some of the funniest science fiction I've ever read, with interesting alien races and tons of problem-solving fun, references to other SF series...what's not to love?

By Craig Alanson,

Why should I read it?

1 author picked Columbus Day as one of their favorite books, and they share why you should read it.

What is this book about?

We were fighting on the wrong side, of a war we couldn't win. And that was the good news. The Ruhar hit us on Columbus Day. There we were, innocently drifting along the cosmos on our little blue marble, like the native Americans in 1492. Over the horizon come ships of a technologically advanced, aggressive culture, and BAM! There go the good old days, when humans only got killed by each other. So, Columbus Day. It fits. When the morning sky twinkled again, this time with Kristang starships jumping in to hammer the Ruhar, we thought we were saved. The…


Book cover of We Are Legion (We Are Bob)

Jonathan Mugan Author Of The Curiosity Cycle: Preparing Your Child for the Ongoing Technological Explosion

From my list on sci-fi to get you excited about future technology.

Why am I passionate about this?

My PhD work was in developmental robotics, which is about how a robot could wake up and learn about the world the way a human child does. The robot in my thesis work does this by building models, and, more generally, society as a whole advances when science builds ever better causal models about how the world works. The books in this collection are about what could happen when we are 5, 10, and 100 years ahead in the causal model-building process, and they look at what happens when those models are built by robots instead of humans.

Jonathan's book list on sci-fi to get you excited about future technology

Jonathan Mugan Why did Jonathan love this book?

Don’t be fooled by the silly title; this book shows how I want to spend eternity. A guy has his consciousness uploaded to computers and then explores the universe. I want to see what is out there, but exploring such a vast space isn’t possible given the short time span of human life, so we need a technology like this.

This book is the first in a series where he meets aliens and serves as a god-like mentor for one relatable developing culture. He also interacts with different versions of himself as he copies his consciousness to better explore the universe.

By Dennis E. Taylor,

Why should I read it?

10 authors picked We Are Legion (We Are Bob) as one of their favorite books, and they share why you should read it.

What is this book about?

Bob Johansson has just sold his software company and is looking forward to a life of leisure. There are places to go, books to read, and movies to watch. So it's a little unfair when he gets himself killed crossing the street.

Bob wakes up a century later to find that corpsicles have been declared to be without rights, and he is now the property of the state. He has been uploaded into computer hardware and is slated to be the controlling AI in an interstellar probe looking for habitable planets. The stakes are high: no less than the first…


Book cover of The Digital Doctor: Hope, Hype, and Harm at the Dawn of Medicine's Computer Age
Book cover of Connectome: How the Brain's Wiring Makes Us Who We Are
Book cover of Artificial Intelligence in Healthcare: AI, Machine Learning, and Deep and Intelligent Medicine Simplified for Everyone

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