AI/Machine Learning in Healthcare – Hype or Reality?

Artificial Intelligence and machine learning are on everyones’ minds these days, and they are poised to become game changers in many areas, including the healthcare sector. There’s a rise in potential applications and companies developing new approaches and innovative tools and the industry is responding to this exciting development. Pharma is using AI to incorporate analytical solutions to accelerate drug development, the tech industry embracing the healthcare market to build winning solutions, and the clinical sector is utilizing AI for diagnostic and treatment decision making. While use in the clinic still remains on the horizon, huge strides are being made with its utility for drug design, discovery, and development including patient selection algorithms for clinical trials. All this comes as no surprise given the importance of the healthcare analytics market with an estimated size of $43B by 2024.

The benefits of a data-driven healthcare are manifold and undeniable. Yet, for AI and machine learning to create the value needed, significant hurdles must be overcome.  Traditional silos must be broken down and data must become accessible, managed and understood. Growth is largely driven by the providers’ ability to identify clinically meaningful outcomes in relation to costs, through the mining of EMR data, accelerated adoption of big data that enables informed patient decision-making, and the development of decision support tools for telehealth and remote patient monitoring. Standards of data collection and analytical methods are yet to be established. And   clinicians must be convinced and comfortable with placing their trust in “self-thinking” machines – no small task.

The debate is ongoing: Will AI replace human oncologists, as Vinod Khosla predicts?  It is only once we overcome these hurdles and have access to the data and the tools, that we can benefit from the advances of AI and machine learning, which should then become the key enablers of healthcare value?

Come and see for yourself – at PMWC 2018 Silicon Valley!
– Learn more about the speakers and topics here.

PMWC 2018 Silicon Valley has dedicated six sessions to AI and machine learning as well as a Company Showcase. This is a great opportunity for everybody in the field to learn, contribute, and help make AI a reality in healthcare. We have invited (and continue to invite) a number of leading scientists and critical thought leaders in AI and machine learning. Sessions include topics in the critical areas of data-driven patient care, population health, healthcare process automation, AI-enabled drug discovery and development, and the need to scale the infrastructure to meet the computationally intense demands of AI and machine learning.

Here is a list of thought leaders that are among the confirmed presenters:

With that we have some key players in the market presenting at the AI/machine learning track, including:

With that we have some key players in the market presenting at the AI/machine learning track, including:

I hope to see many of you join us for the approaching PMWC 2018 Silicon Valley, January 22-24, in Mountain View, CA for the AI Track that I am leading.

Best regards,


Dr. Eric Schadt
PMWC AI Track Chair
Founder and CEO
Sema4

Interview with Lingbing Zhang of Yinuoke Ltd

Q: The Nobel Prize in Medicine was awarded recently to James Allison and Tasuku for their work on unleashing the body’s immune system to attack cancer, a breakthrough that has led to an entirely new class of drugs and brought lasting remissions to many patients who had run out of options. The Nobel committee hailed their accomplishments as establishing “an entirely new principle for cancer therapy.” What is your first-hand experience the impact that those new drugs had on patients?

A: Although I don’t have first-hand experience with those new drugs, several of my friends asked me for suggestions because they know I have been studying cancer immunotherapy for 15 years.

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Interview with Anton Iliuk of Tymora Analytical Operations

Q: What need is Tymora Analytical Operations addressing?

A: Virtually all of the current liquid biopsy assays are based on genomic information. But the active molecules in the body that are doing the work and undergoing changes during disease progression are actually proteins.

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Interview with Pamela Munster of UCSF

Q: The Nobel Price in Medicine was awarded recently to James Allison and Tasuku for their work on unleashing the body’s immune system to attack cancer, a breakthrough that has led to an entirely new class of drugs and brought lasting remissions to many patients who had run out of options. The Nobel committee hailed their accomplishments as establishing “an entirely new principle for cancer therapy.” What is your first-hand experience the impact that those new drugs had on patients?

A: Immunotherapy has completely changed the lives of many patients with melanoma, lung cancer and other type of cancers with tumors that have historically been difficult to treat.

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Interview with Stephane Budel, Partner of DeciBio Consulting

Q: NGS is enhancing patient care through improved diagnostic sensitivity and more precise therapeutic targeting. Prominent examples include cystic fibrosis and cancer. What other clinical areas NGS will most likely to change the standard-of-care in the near future?

A: NGS has most drastically impacted the standard of care in non-invasive prenatal testing (NIPT) and oncology.

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Note from Dr. Kim Blackwell, PMWC 2019 SV Immunotherapy Track Chair to PMWC Admin

Hi PMWC, The Nobel Prize in Medicine was awarded on October 1st to Dr. James Allison (MD Anderson) and Dr. Tasuku Honjo (Kyoto University) for their work on unleashing the body’s immune system to attack cancer, a breakthrough that has led to an entirely new class of drugs and brought lasting remissions to many patients who had run out of options.

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Interview with Bastian Greshake Tzovaras of Open Humans

Q: Patient healthcare data aggregation and analysis is seen as both the panacea for tremendous breakthroughs in precision medicine and as one of its biggest challenges. Are both true and how so?

A: The promises and challenges around personal health data aggregation are two sides of the same coin: There is definitely a lot of potential in the aggregating all these data, especially as we are now collecting so much data about ourselves.

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Interview with Feng Zhang, PMWC 2019 Honoree- Neurobiologist Who Led the Development of Optogenetics and CRISPR

Q: What research are you or your lab focusing on and why, and what problem(s) are you trying to solve?

A: Our overall driving goal is to improve human health, and we do this largely through the development of new tools to study basic biology and the discovery of novel therapeutic approaches to treating human diseases.

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Interview with Clifford Reid of Travera

Q: What need is Travera addressing?

A: The cancer community is suffering from a lack of biomarkers that match drugs to patients. The NCI-MATCH study reported in 2016 that fewer than 10% of cancer patients could be matched to a therapy.

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Interview with Michael Abramoff of IDx

Q: Artificial intelligence (AI) techniques have sent vast waves across healthcare, even fueling an active discussion of whether AI doctors will eventually replace human physicians in the future. Do you believe that human physicians will be replaced by machines in the foreseeable future? What are your thoughts?

A: There will always be a need for human physicians, if only for the often raised issue of the need for human interaction.

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Interview with Carl June, University of Pennsylvania, PMWC 2019 Honoree: The Driving Force Behind The First FDA Approved Gene Therapy – Kymriah

Q: The track theme is on the topic “How do we accelerate and deliver on the promise of cancer immunotherapy?” What are some key promises regarding immune-oncology, that we can build upon and translate into reality and how can we expedite delivery?

A: The use of the immune system to fight cancer holds a promise as a general solution to cancer therapy.

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Questions for Sharon Terry, Genetic Alliance- PMWC 2019 Honoree

Q: You are the CEO of Genetic Alliance. What is your role as the CEO and why is this organization so important?

A: I actually try to avoid formal roles as CEO; instead, I practice showing up fully for our community: our staff and all of the organizations under our umbrella. I strive to hold the space for others to be fully themselves and meet their full potential.

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Q&A with Itai Kela of Israel Innovation Authority

Q: Israel is known as a leader in hi-tech innovation. Can you tell us about some of the breakthrough companies in digital health and precision medicine?

A: The Israeli life sciences industry continues to grow and improve its global position. Israeli entrepreneurs’ ability to take advantage of the excellence in academic research, wide government support and innovative ecosystem, contributes to the industry’s success.

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A Traverse of the Elements of AI/Machine Learning Across Healthcare

AI and machine learning are poised to create a paradigm-shift in many areas of the healthcare sector. A recent Accenture report predicted that the AI/Machine Learning healthcare market could see an ELEVEN-FOLD INCREASE in value in less than a decade

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Jessica Mega of Verily Discusses AI in Healthcare

Q: Artificial intelligence (AI) techniques have sent vast waves across healthcare, even fueling an active discussion of whether AI doctors will eventually replace human physicians in the future. Do you believe that human physicians will be replaced by machines in the foreseeable future? What are your thoughts?

A: In addition to the science, the art of medical practice is a critical dimension of patient care and that part of the human experience can’t easily be replaced by AI.

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Interview Questions For Gertjan Bartlema of Celularity, Inc.

Q: Artificial intelligence (AI) techniques have sent vast waves across healthcare, even fueling an active discussion of whether AI doctors will eventually replace human physicians in the future. Do you believe that human physicians will be replaced by machines in the foreseeable future? What are your thoughts?

A: In my opinion, physicians will not be replaced by machines in the foreseeable future.

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Johns Hopkins
University Of Michigan

The Precision Medicine World Conference (PMWC), in its 16th installment, will take place in the Santa Clara Convention Center (Silicon Valley) on January 20-23, 2019. The program will traverse innovative technologies, thriving initiatives, and clinical case studies that enable the translation of precision medicine into direct improvements in health care. Conference attendees will have an opportunity to learn first-hand about the latest developments and advancements in precision medicine and cutting-edge new strategies and solutions that are changing how patients are treated.

Agenda highlights:

  • Five tracks will showcase sessions on the latest advancements in precision medicine which include, but are not limited to:
    • AI & Data Science Showcase
    • Clinical & Research Tools Showcase
    • Clinical Dx Showcase
    • Creating Clinical Value with Liquid Biopsy ctDNA, etc.
    • Digital Health/Health and Wellness
    • Digital Phenotyping
    • Diversity in Precision Medicine
    • Drug Development (PPPs)
    • Early Days of Life Sequencing
    • Emerging Technologies in PM
    • Emerging Therapeutic Showcase
    • FDA Efforts to Accelerate PM
    • Gene Editing
    • Genomic Profiling Showcase
    • Immunotherapy Sessions & Showcase
    • Implementation into Health Care Delivery
    • Large Scale Bio-data Resources to Support Drug Development (PPPs)
    • Microbial Profiling Showcase
    • Microbiome
    • Neoantigens
    • Next-Gen. Workforce of PM
    • Non-Clinical Services Showcase
    • Pharmacogenomics
    • Point-of Care Dx Platform
    • Precision Public Health
    • Rare Disease Diagnosis
    • Resilience
    • Robust Clinical Decision Support Tools
    • Wellness and Aging Showcase

Agenda highlights:

    • Five tracks will showcase sessions on the latest advancements in precision medicine which include, but are not limited to:
      • AI & Data Science Showcase
      • Clinical & Research Tools Showcase
      • Clinical Dx Showcase
      • Creating Clinical Value with Liquid Biopsy ctDNA, etc.
      • Digital Health/Health and Wellness
      • Digital Phenotyping
      • Diversity in Precision Medicine
      • Drug Development (PPPs)
      • Early Days of Life Sequencing
      • Emerging Technologies in PM
      • Emerging Therapeutic Showcase
      • FDA Efforts to Accelerate PM
      • Gene Editing / CRISPR
      • Genomic Profiling Showcase
      • Immunotherapy Sessions & Showcase
      • Implementation into Health Care Delivery
      • Large Scale Bio-data Resources to Support Drug Development (PPPs)
      • Microbial Profiling Showcase
      • Microbiome
      • Neoantigens
      • Next-Gen. Workforce of PM
      • Non-Clinical Services Showcase
      • Pharmacogenomics
      • Point-of Care Dx Platform
      • Precision Public Health
      • Rare Disease Diagnosis
      • Resilience
      • Robust Clinical Decision Support Tools
      • Wellness and Aging Showcase
  • Luminary and Pioneer Awards, honoring individuals who contributed, and continue to contribute, to the field of Precision Medicine
  • 2000+ multidisciplinary attendees, from across the entire spectrum of healthcare, representing different types of companies, technologies, and medical centers with leadership roles in precision medicine
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