Monday, 2 March 2020

The rise of artificial intelligence will bring changes...

Gustavo Tolchinsky



During 2017, the exhibition "David Bowie is" passed through Barcelona, which reviewed the life and all the creative facets of one of the musical geniuses of the 20th century and personally, author of some of my most beloved songs, such as Changes. One of the curiosities that visitors could discover in it was the Verbasizer, a computer program that offered random combinations of words to generate new opportunities to create phrases, as a creativity assistant. Bowie was avant-garde in many ways and he demonstrated this by risking not only with groundbreaking designs but with the incorporation of technological tools. 


Eric Topol is also at the avant-garde of medicine and the engine of precision medicine. He has just published Deep Medicine: How Artificial Intelligence can make medicine human again, a book with a appealing title and that we will surely have to read carefully. I introduce this, because the AMA Journal of Ethics of February 2019 precisely dedicates a whole monograph to artificial intelligence. I recommend you to spend some time reviewing the articles in this issue, such as the role of virtual patients, ethical aspects of facial recognition or the possible reduction of disparity in access to general medicine and mental health with artificial intelligence.

However, particularly one has caught my attention; I must confess that probably because of the classic confirmation bias: Reimagining Medical Education in the Age of AI, written by Steven A. Wartman and Donald Combs. This article addresses the emergence of artificial intelligence from the competence and training perspective of the medical profession. It highlights obvious aspects of the paradigm shift, going from the acquisition of information to the ability to use rationally in a context of information overload. And it does so in contrast to crucial aspects such as decision making, highlighting the support that artificial intelligence can suppose to the understanding, interpretation and communication of risk. The article also adds that the psychology of decision making is vital in our role in the practice of medicine, along with empathy and communication skills. Therefore, the doctor of the future will have to know how to deal with the tools that put the information at his disposal, but the most important task will be the ability to properly manage that information to convert it into useful information that fits the preferences and needs of our patients Finally, it emphasizes that these competencies will be even more necessary for the greater the role of personalized medicine in the future. 

Another aspect, being far from banal, related to artificial intelligence is, who governs decision-making and its ethical consequences. Who makes the decisions? Who is made responsible? Even applying the appropriate means, the response to treatments is very variable, so we are reminded that as doctors we’ve got to be able to make decisions, but also know how to deal with suffering and be compassionate. We must remember that “medicine is in the means, not in the outcomes", that is, that our responsibility is to apply the indicated means, not to guarantee the results. But it must be added that, in doing so, we must respect the patient's values.

Therefore, facing the challenge of curricula redesign is essential, and not in an "incremental" way. The authors criticize that no curricular modification has changed the contents, only added more and that in the end the retention capacity is evaluated. Therefore, they propose a radical change in the curricula. The proposal is: to change the retention of information by the ability to capture it at the right time, learn to collaborate and use artificial intelligence tools, a better understanding of the probability and know how to apply it sensibly to decision-making and, finally, cultivate compassion and empathy. Criticism reaches its climax by naming all organizational structures that stand in the way of these changes.

In the meantime, we continue to train professionals of the future without addressing changes in the curricula. Our administration and our medical schools also have fixed structures, also the chairs' weight, position's demands and agenda’s challenges continue to resist to change, less based on the amount of information stored and more based on how to manage it and, above all, on how we can share it with our patient. I’m not saying that these contents are taught poorly (though sometimes they are), it’s only that their extension, as the authors say, should not be what long. In the meantime, lessons dedicated to ethics and communication are seen as a side dish and not as a main course. Nevertheless, they are requisite for the practice of medicine, but they are not reflected in many medical school curricula, while we repeat class hours on concepts that will expire several times during our professional practice.

I take the opportunity to post the Changes video live 1973 in honour of the changes that, I hope, will also occur in our healthcare system and medical schools.


13 comments:

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  2. HOW I WAS ABLE TO FLUSH OUT THE HERPES VIRUS WITH THE HELP OF DR. KHAM NATURAL PRODUCT, HIS EMAIL dr.khamcaregiver@gmail.com. I was diagnosed with Herpes a year ago. It’s the worst thing that’s ever happened to me and  I feel like my life is over. Living with constant pain is something no one should have to go through, Herpes has also had a huge impact on my sleep . Since being diagnosed I’ve fallen so far into depression I see no way out because i have been to different hospital. I’m taking a high dose of antidepressants, as well as sedatives and sleeping-pills. I don’t know how I’ll ever accept that this is my life now…I keep asking why me because know changes? But I guess reading your testimony really made me feel happy because i believe what i had from people out there who you also help to cure the herpes virus, and i believe so much with your herbal medicine i am going to be out of this bad situation like others you also help before, what we i have done if not for the herbal medicine that i requested for that was able to flush out the bad virus that was making me go crazy. people out there how will i thank this man called DR. KHAM, i will advice you to email him direct if you have disease like herpes etc. dr.khamcaregiver@gmail.com or whatsapp him +2348159922297

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  6. Hello everyone out there, I'm here to give my testimony about a herbalist doctor who helped me cure my herpes virus. I was infected with HERPES SIMPLEX VIRUS in 2019, I went to many hospitals to heal myself but there was no solution, so I was thinking how I can get a solution so that my body can be well. One day I was in the river thinking about where I can go to get a solution. so a lady walked towards me telling me why I'm so sad and I open everything by telling her my problem, she told me she could help me, she introduced me to a doctor who uses herbal medicines to cure the SIMPLEX HERPES VIRUS and gave me his email, so I sent him an email. He told me everything I had to do and also gave me instructions to take, which I followed correctly. Before I knew what was happening after two weeks, the SIMPLEX HERPES VIRUS that was in my body disappeared now am free from this virus......Please i share this for those having herpes virus should contact him through email (chochaherbalarenaforhealing@gmail.com) Contact him today and you will have a testimony ... Good luck!Dr CHO-CHA..... also cures:1. HIV / AIDS2. HERPES 1/23. CANCER4. ALS (Lou Gehrig's disease)5. Hepatitis B6. chronic pancreatic7. emphysema8. COPD (chronic obstructive pulmonary disease)  

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  7. Am here to let the whole world know that I was diagnose of herpes 7years ago were all hope was lost and I had nothing to do about it,I just accepted the faith that one day I will cure of this disease and I just pray everyday for a helper and one day my sister introduce me to a herbal man called Dr CHO-CHA that she saw him on internet,well, I gave him a try on his email chochaherbalarenaforhealing@gmail.com ,I was not fully convinced until he sent me the herbal medicine which he ask me to take for two weeks I took it with faith and i went for a retest in different hospitals and today am cured of this disease and am also using this medium to let all those having STD,like herpes and the rest not to give up,their is a man who can cure you,his name is Dr CHO-CHA, contact him on chochaherbalarenaforhealing@gmail.com 

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  8. Hello everyone out there, I'm here to give my testimony about a herbalist doctor who helped me cure my herpes virus. I was infected with HERPES SIMPLEX VIRUS in 2019, I went to many hospitals to heal myself but there was no solution, so I was thinking how I can get a solution so that my body can be well. One day I was in the river thinking about where I can go to get a solution. so a lady walked towards me telling me why I'm so sad and I open everything by telling her my problem, she told me she could help me, she introduced me to a doctor who uses herbal medicines to cure the SIMPLEX HERPES VIRUS and gave me his email, so I sent him an email. He told me everything I had to do and also gave me instructions to take, which I followed correctly. Before I knew what was happening after two weeks, the SIMPLEX HERPES VIRUS that was in my body disappeared now am free from this virus......Please i share this for those having herpes virus should contact him through email (chochaherbalarenaforhealing@gmail.com) OR   WhatsAPP him:  +2349023126215 Contact him today and you will have a testimony ... Good luck!Dr CHO-CHA..... also cures:1. HIV / AIDS2. HERPES 1/23. CANCER4. ALS (Lou Gehrig's disease)5. Hepatitis B6. chronic pancreatic7. emphysema8. COPD (chronic obstructive pulmonary disease)  

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  10. Am Laura Mildred by name, i was diagnosed with Herpes 4 years ago i lived in pain with the knowledge that i wasn't going to ever be well again i contacted so many herbal doctors on this issue and wasted a large sum of money but my condition never got better i was determined to get my life back so one day i saw Mr. Morrison Hansen post on how Dr. Emu saved him from Herpes with herbal medicine i contacted Dr. Emu on his Email: Emutemple@gmail.com we spoke on the issue i told him all that i went through and he told me not to worry that everything will be fine again so he prepared the medicine and send it to me and told me how to use it, after 14 days of usage I went to see the doctor for test,then the result was negative, am the happiest woman on earth now thanks to Dr. Emu God bless you. Email him at: Emutemple@gmail.com Whats-app or Call him +2347012841542 

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  11. I'm 40 years old female I tested genital herpes (HSV1-2) positive in 2002. I was having bad outbreaks. EXTREMELY PAINFUL. I have try different kinds of drugs and treatment by the medical doctors all to know was avail. Six months ago I was desperately online searching for a helpful remedies for genital herpes (HSV1-2) cure, which i come across some helpful remedies on how Dr OYAGU have help so many people in curing genital herpes (HSV1-2) with the help of herbal treatment because I too believe there is someone somewhere in the world who can cure herpes completely. At of the past 2 months, however, I've been following his herpes protocol Via oyaguherbalhome@gmail.com or +2348101755322 and it stopped all outbreaks completely! To my greatest surprise I was cured completely by following the protocol of his herbal medicine . Don't be discouraged by the medical doctors. There is a cure for HSV with the help of herbs and roots by a herbalist Dr call Dr OYAGU he is so kind and truthful with his herbal treatment, kindly contact him for more information Via oyaguherbalhome@gmail.com or WhatsApp DR on +2348101755322 you will be lucky as i am today

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  12. My name is Timothy Eric,i am from USA . Its a pleasure for me to write this testimony about how i got my Genital Herpes cured a month ago. i have been reading so many comments of some people who were cured from various diseases by Dr. USELU, but i never believed them. I was hurt and depressed so I was too curious and wanted to try Dr. USELU, then i contacted him through his email when i contact him, he assured me 100% that he will heal me, i pleaded with her to help me out. My treatment was a great success, he healed me just as he promised. he sent me his medication and ask me to go for check up after 3 weeks of taking the medication. i agreed with him i took this medication and went for check up after a month later , to my greatest surprise my result was negative after the treatment, i am really happy that i am cured and healthy again. I have waited for 3weeks to be very sure i was completely healed before writing this testimony. I did another blood test one week ago and it was still negative. so i guess its time i recommend anyone going through Herpes HSV-1 or HSV-2, HIV, HPV, Hepatitis B, Diabetes to reach him through (dr.uselucaregiver@gmail.com) OR Whatsapp him  (+234705289482)  

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