Alternative MethodsConventional Methods


March 29

Thanks to AI, Computers Can Now See Your Health Problems

Frankie Lynch
Core Spirit member since Dec 24, 2020
Reading time 3 min.

PATIENT NUMBER TWO was born to first-time parents, late 20s, white. The pregnancy was normal and the birth uncomplicated. But after a few months, it became clear something was wrong. The child had ear infection after ear infection and trouble breathing at night. He was small for his age, and by his fifth birthday, still hadn’t spoken. He started having seizures.

Brain MRIs, molecular analyses, basic genetic testing, scores of doctors; nothing turned up answers. With no further options, in 2015 his family decided to sequence their exomes—the portion of the genome that codes for proteins—to see if he had inherited a genetic disorder from his parents. A single variant showed up: ARID1B.

The mutation suggested he had a disease called Coffin-Siris syndrome. But Patient Number Two didn’t have that disease’s typical symptoms, like sparse scalp hair and incomplete pinky fingers. So, doctors, including Karen Gripp, who met with Two’s family to discuss the exome results, hadn’t really considered it. Gripp was doubly surprised when she uploaded a photo of Two’s face to Face2Gene.

The app, developed by the same programmers who taught Facebook to find your face in your friend’s photos, conducted millions of tiny calculations in rapid succession—how much slant in the eye? How narrow is that eyelid fissure? How low are the ears? Quantified, computed, and ranked to suggest the most probable syndromes associated with the facial phenotype. There’s even a heat map overlay on the photo that shows which the features are the most indicative match.

“In hindsight it was all clear to me,” says Gripp, who is chief of the Division of Medical Genetics at A.I. duPont Hospital for Children in Delaware, and had been seeing the patient for years. “But it hadn’t been clear to anyone before.” What had taken Patient Number Two’s doctors 16 years to find took Face2Gene just a few minutes.

face 2 gene

Face2Gene takes advantage of the fact that so many genetic conditions have a tell-tale “face”—a unique constellation of features that can provide clues to a potential diagnosis. It is just one of several new technologies taking advantage of how quickly modern computers can analyze, sort, and find patterns across huge reams of data. They are built in fields of artificial intelligence known as deep learning and neural nets—among the most promising to deliver AI’s 50-year old promise to revolutionize medicine by recognizing and diagnosing disease.

Genetic syndromes aren’t the only diagnoses that could get help from machine learning. The RightEye GeoPref Autism Test can identify the early stages of autism in infants as young as 12 months—the crucial stages where early intervention can make a big difference. Unveiled January 2 at CES in Las Vegas, the technology uses infrared sensors test the child’s eye movement as they watch a split-screen video: one side fills with people and faces, the other with moving geometric shapes. Children at that age should be much more attracted to faces than abstract objects, so the amount of time they look at each screen can indicate where on the autism spectrum a child might fall.

In validation studies done by the test’s inventor, UC San Diego researcher Karen Pierce, the test correctly predicted autism spectrum disorder 86 percent of the time in more than 400 toddlers. That said, it’s still pretty new, and hasn’t yet been approved by the FDA as a diagnostic tool. “In terms of machine learning, it’s the simplest test we have,” says RightEye’s Chief Science Officer Melissa Hunfalvay. “But before this, it was just physician or parent observations that might lead to a diagnosis. And the problem with that is it hasn’t been quantifiable.”

A similar tool could help with early detection of America’s sixth leading cause of death: Alzheimer’s disease. Often, doctors don’t recognize physical symptoms in time to try any of the disease’s few existing interventions. But machine learning hears what doctor’s can’t: Signs of cognitive impairment in speech. This is how Toronto-based Winterlight Labs is developing a tool to pick out hints of dementia in its very early stages. Co-founder Frank Rudzicz calls these clues “jitters,” and “shimmers:” high frequency wavelets only computers, not humans, can hear.

Winterlight’s tool is way more sensitive than the pencil and paper-based tests doctor’s currently use to assess Alzheimer’s. Besides being crude, data-wise, those tests can’t be taken more than once every six months. Rudzicz’s tool can be used multiple times a week, which lets it track good days, bad days, and measure a patient’s cognitive functions over time. The product is still in beta, but is currently being piloted by medical professionals in Canada, the US, and France.

If this all feels a little scarily sci-fi to you, it’s useful to remember that doctors have been trusting computers with your diagnoses for a long time. That’s because machines are much more sensitive at both detecting and analyzing the many subtle indications that our bodies are misbehaving. For instance, without computers, Patient Number Two would never have been able to compare his exome to thousands of others, and find the genetic mutation marking him with Coffin-Siris syndrome.

But none of this makes doctors obsolete. Even Face2Gene—which, according to its inventors, can diagnose up to half of the 8,000 known genetic syndromes using facial patterns gleaned from the hundreds of thousands of images in its database—needs a doctor (like Karen Gripp) with enough experience to verify the results. In that way, machines are an extension of what medicine has always been: A science that grows more powerful with every new data point.

Comments

Leave your questions here

To write a comment you must
or
Services
Category filter
Concern filter
Type filter
Sort
 

All categories

Spiritual Healing
$55 USD
1 Hr Intuitive Nutrition Coaching Call

Dive in and discover your biggest areas of struggle and how to tap into the intuition for guidance.
We will talk about your history and your goals for your wel…

Jess Olson
Spiritual Healing
$10 USD
Praying for the Sick and Depressed

Are you sick? Are you really depressed? Do you feel that your life is worthless?
Come book a session with me and see the changes that will occur after that.
Th…

Luck Richards Omorede
5
Chakra Balancing
$10 USD
Soul To Soul Reading Session

Energetic Reading

Complete Chakra System Reading to identify energy blocks.
Techniques are provided to restore balance.

What Is An Energetic Reading?

Debo…

Deborah Lucero
Spiritual Healing
$222 USD
Healing from Trauma at a Quantum Soul Level

Are you burnt out from clinical therapy practices that require years of treatment with few results? Are you ready to release and transmute your trauma once and…

LunaRio Silver Deer
Spiritual Healing
$10 USD
I will do spiritual transformation for you

I will do spiritual transformation. Life occurs as a series of cycles in a single human lifetime. Cycles exist in almost a spiral pattern. There is a flow and …

Wisdom Realms
Career Coaching
$499 USD
Reset 1-0n1 Coaching and Mentoring Programme

Are you returning to work after a career break, or are you looking for a new job or career change?

This programme is for you.

I’ve developed the RESET coachi…

Carla Martins
Life Coaching
$399 USD
1-on-1 Coaching

The journey started with our discovery call, and You decided: ” I’m ready! Let’s do this!”.

We will engage in 1-on-1 coaching sessions for 90 minutes. In this…

Carla Martins
Emotional Stress Release
$800 USD
Retreat( India): Connect With Your Inner Wisdom 1st to 4th Sept

Join us for an immersive experience anchored amidst the beauty and tranquillity of Kasar Devi, Almora, India

1st Sept’22 ( Thursday) - 4th Sept 2022 ( Sunday …

Aikyam
Psychic Reading
$80 USD
I will do oracle and tarot card readings

I will do oracle & tarot card reading in any area of your life. You will get answer from the Angelic, Elemental, Faerie or Galactic realms. I will share wi…

Wisdom Realms
Natal Astrology
$15 USD
15 min reading of SOUL structure

[SOUL STRUCTURE]Each soul has own structure,and knowing it means to have unlimited access to inner energy. This readings are telling about your talents and str…

Ksenia Jdanova
Wellness Coaching
$10 USD
Ask a Question?

Supportive reflection of a current question that you would like clarity around. Using the SMART method to seek quidance in stepping onto your path of potential…

Beverly Lynn
Reiki
$150 USD
Reiki Services (distant healing session)

In this hour long distant healing session I will use long distance Reiki, crystals and essential oils to balance your Chakras. Balancing your Chakras allows en…

Erin Kirby
Tarot Reading
$10 USD
Intuitive Tarot Reading

Affordable Tarot reading to offer guidance on any given concern.

Elphie Shoppe
Telepsychology
$10 USD
Talk Therapy Sessions

Hello there: These times are dread. Do you need to talk with a safe professional about a troubling personal challenge? I am a professional listener and will li…

Eulalee Thompson
Tarot Reading
$10 USD
Tarot Reading

I offer tarot readings with a 100% accuracy rate. The tarot is meant to give you advice, to point you in the right direction or to provide you with clarity. Bu…

Zara Kalil
Angel Healing
$10 USD
Mental Health Advice & Tips

I can help you with past issues and give advice and tips on how to better your life. I can see through my third eye and receive messageson what you need to do …

Beings Of Light
Life Coaching
$10 USD
Discovery call

Are you interested in supporting your health with safe and effective holistic medicine? Not sure if you should switch diets, work with a health coach or explor…

Suzana Da Costa
Wellness Coaching
$50 USD
Mental Health and Holistic Lifestyle Coaching

Hi there! I’m Doug and I offer 1 on 1 Holistic Lifestyle and Mental Health Coaching sessions. Navtigating life with mental health issues of any sevarity is a h…

Doug Peterson
Wellness Coaching
$10 USD
Mental Health and Holistic Lifestyle Coaching Consultation

Hi there! I’m Doug and I offer 1 on 1 Holistic Lifestyle and Mental Health Coaching sessions. Navtigating life with mental health issues of any sevarity is a h…

Doug Peterson
Family Psychology
$10 USD
Psychic Reading

Expert in Love Relationship, Tarot Psychic Reading
I can give you more powerful insight of every part of your life. With the help of Crystal ball my Psychic re…

Aamir Bilal
Career Coaching
$195 USD
Holistic Lifestyle & Nutrition Coaching

ARE YOU TIRED? STRESSED OUT? STRUGGLING WITH YOUR WEIGHT? UNDER SLEPT?
LOST YOUR ZEST FOR LIFE?

If this sounds like you, then you don’t need a new diet… you n…

David Giddings
Bach flower therapy
$120 USD
Bach Flower Essence Consultation

Exploration of where you’re feeling stuck or limited in life and recommendations of Bach Flower Essences to help loosen and dissolve old patterns.

Suzana Da Costa
Cognitive-behavioral therapy
$100 USD
Subliminal therapy

In this service we will use Subliminal therapy and Sound healing as alternative to tradition cognitive behavioral therapy.

We are born with our thoughts. Do n…

Ahmed Amin Youssef
Spiritual Healing
$10 USD
Intro 2 Alignment Healing Chant

Namaste.

That is my greeting to the spirit within you. Join me for a welcome introduction session to celebrate my arrival at Core Spirit!

For 15 minutes I wi…

Ti3rc3 Fire

Related Articles