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Yasha Gupta, MD
United States
Registrace 26. 01. 2020
Hi and welcome to my channel! I am a radiologist who specializes in breast imaging - and also a mom! Follow along as I try to figure out this thing called life :)
AI Replacing Radiologists... The Truth
Watch until the end for a different take on AI in radiology...
Subscribe and Like, it really helps my channel.
0:00 intro
1:00 radiology is not black and white
2:30 AI outside of clinical diagnosis
7:05 the FDA
9:00 the human side
11:30 procedures
12:20 a different perspective
Want to read more? Here are some references:
📝 A Comparison of Diagnostic Imaging Ordering Patterns Between Advanced Practice Clinicians and Primary Care Physicians Following Office-Based Evaluation and Management Visits: shorturl.at/abkHS
📝 Exploring FDA-Cleared Algorithms: shorturl.at/xT178
📝 FDA has now cleared more than 500 healthcare AI algorithms:
shorturl.at/drtCR
As always, this is not medical advice and it should not be taken as such. The information presented is for educational value only. And if you're still reading this... hello! I appreciate your support of my channel. Thank you!
#doctor #radiology #ai
Subscribe and Like, it really helps my channel.
0:00 intro
1:00 radiology is not black and white
2:30 AI outside of clinical diagnosis
7:05 the FDA
9:00 the human side
11:30 procedures
12:20 a different perspective
Want to read more? Here are some references:
📝 A Comparison of Diagnostic Imaging Ordering Patterns Between Advanced Practice Clinicians and Primary Care Physicians Following Office-Based Evaluation and Management Visits: shorturl.at/abkHS
📝 Exploring FDA-Cleared Algorithms: shorturl.at/xT178
📝 FDA has now cleared more than 500 healthcare AI algorithms:
shorturl.at/drtCR
As always, this is not medical advice and it should not be taken as such. The information presented is for educational value only. And if you're still reading this... hello! I appreciate your support of my channel. Thank you!
#doctor #radiology #ai
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This video is a quick compilation of the best advice I received when I was hunting for a job. Hopefully, it helps you too! Please subscribe if you like this content, it helps me so much! #jobsearch #dreamjob #doctor Timestamps 0:00 intro 0:10 tip 1 1:20 tip 2 2:13 tip 3 2:58 tip 4 4:02 tip 5
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hopefully you all love my new content coming soon ❤️ Follow me @yashaguptamd on Twitter and Instagram.
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How difficult is the AEP and how many students succeed via this and how much it will cost in total, and do they pay to fellow students?
Hi Yasha! Do you think AI can take over the profession of pathologists? Can you give me a brief idea about a day in the life of a pathologist?
Hi Yasha! Are you from the US?
I will help your CZcams channel grow within one week. With more viewers and subscribers I will develop your CZcams channel properly
Your video quality is excellent but video subscribers & viewers are too low you need SEO services to grow your CZcams channel properly.
I can’t find the FIRE channel. Could you link?
Shes nervous.
had all 3 but the interview was 5 mins..?
Radiology is not just CT /MRI Its also about Ultrasound/vascular and non vascular interventions/clinical meetings/ advice to others teams/ discussions and most importantly real life & past patients experiences
Im a doctor and I see the power if Silicon,if software can differentiate iris patterns they can also differentiate Your xrays and CTs and make a ball park diagnosis to help radiologists fine tune their interpretation.Hand slills on the other hand will never be replaced
But what of they did you picked, and the really paid you?
A good , experienced radiologist will do better than AI. I would rather AI read my films than a crappy radiologist. There are crappy doctors in every specialty.
Will AI replace radiologists? I guess nobody knows but likely. IR would not be replaced by AI, maybe mammo too.
I feel so dumb...
That last bloopers😂😂😂😂
This video summary Never boring: Radiology offers a diverse range of cases, making it constantly interesting and engaging. 🧐 Career flexibility: Radiologists can tailor their careers to their preferences, whether they prefer patient interaction or working behind the scenes. 💼 Supportive community: The radiology field is known for its welcoming and helpful community, fostering a positive work environment. 🤝 Technological advancements: Radiology is at the forefront of medical technology, providing exciting opportunities for innovation and efficiency. 🌟 Impactful work: Radiologists play a crucial role in patient care by making diagnoses that guide treatment decisions, contributing to better outcomes. 💡 Misconceptions: Radiology faces challenges from misconceptions about the profession, such as the belief that the work is easy or lacks patient interaction. ❌ Lack of diversity: Radiology struggles with a lack of gender and racial diversity, which hinders the representation of underrepresented groups in the field. 🌎
Can nuclear medicine Radiologist do lot of intervention procedures
Just remember , the version of AI you see today… is as worse as it’s going to be. It’s just going to keep getting better and better with each revision. But a human just has med school, and their human lifespan to max out abilities. Think about it .
Famous last words, just before the pink-slip was given by her AI overlord.
It is clear for every person with a bit of clear sense that AI will not REPLACE radiology , but more of a question is if the need of radiologist will decrease ! Cause if that happens, you will have more difficulties to find a place to work . Definitely for a radiologist who’s in work for over 20years this might not be a concern cause if this should happen he’ll be close to retire, but for young students who aren’t into the specialty yet this might be a thing they could think about .
I think the best think to do is to specialize in interventional radiology.
Awwww sweetie its ok. You can also do primary care, just in case .
Ten years later... this lovely lady has found another nice job for already several years... Maybe you observe the many A.I. radiologists that are out there and are one of the few who check their results. This is what will happen to most white collar work. Where only brain function is necessary - especially with a lot standardized stuff and not too time-critical (especially not in real-time) - MachineLearning will have a HUGE impact and reduce workforce a lot. Its so clear - I wonder how you can miss it. Especially academic jobs with standardized parts in their jobs will only be able to keep up the workforce if there is (much!) more work to be done than today. This could compensate the impact of SelfLearningMachines. Radiologists will have a significant reduction they will face. Especially cause these people are not cheap. In the end we have capitalism. If money can be saved rather easy by replacing human beings with cheaper technology... it will be done. Other possibility: This (and other) developments will finally lead to enhance our economical model so this system serve the people... and not people serve this system. But I dont see good chances for this. The economical "science" is so deep in the past and still pure ideological ... and the capital owners seem to care even less about the rest of society than in the past. I dont see that our system will change. Will be a fun time if you like dystopian progress.
Is any carrier opportunity for radiology technologist mam
Thank you for your videos on radiology🙌🏽 Do you have a resource you refer to when learning about the practices and workflow in interventional radiology? I am working on a few research papers around AI/DL being used in interventional radiology. Currently, I don’t see enough Deep Learning papers also discussing how DL would be used in the radiologist workflow. Any help would be greatly appreciated 😊
The gender gap doesn't exist
Hi Dr Yasha....I really appreciate your effort...I want to ask you about how I can study for subspeciality ....I finished my master degree in diagnostic radiology from Egypt 5 years ago and now, I'm working in KSA....can you advice me to get my subspeciality anywhere
I'm sorry, but the actual conversations are the only thing hard to replace. Why would an ai not be able to give a differential diagnosis with respective likelyhoods on a finding? Why would an ai not be able to give recommendations on the next steps? It's not like you are just randomly going at those things and just say what your heart tells you; there's an algorythm going on in your brain and that algorythm can absolutely be done by an ai - and probably more accurately if given enough training data. You also wouldn't even need an ai to do the recommendation-part. You could just do a simple decision tree of "if history contains X, Y and Z and finding L has a likelyhood of <P percent, then recommend this next step". I have been on internships on radiology stations and the only things i witnessed to be truly hard to replace, were the limited patient interactions, ultrasound and interdisciplinary conversations. I think you are all coping, radiology will be one of the first disciplines to be made redundant. If other specialities just have an ai integrated in their systems, that presents them with findings, likelyhoods and recommendations; then what is realistically left of a radiologists job?
Is it the same for interventional radiologists?
great video, as an incoming resident i appreciate your input. Also, how did you set up your lighting - looks great!
I enjoy your channel and must say that you are so pretty, sweet and a joy to watch. I learn a lot as well.
The gender gap in any area has been long since debunked. It is easily explained as there is no malice. Women are off work or out of the work force with children etc, much more often than men and data has shown that men put in much longer hours through the day and over a life time than their female counter parts, again probably related to women needing to be away more for family issues and child rearing. Like a very smart person once said, if there was malice in the work force with paying males and females, then in this case hospitals would hire all females and pay them less and save a lot of money. But of course it is not about that, it is about always having your hospital staffed fully. Women should never feel bad as everyone is compensated equally for equal work.
Don't stress over the online mask Nazi's. 😂 I just found your channel . I'm sure so much has changed for you now. Very nice, Yasha.
Interesting. I did the opposite, hit the books super hard first year and then it compounded. I would study a couple hours a night, focusing on whatever rotation I was on, or about to me on. Doing that, I kind of cruised through the last three years tbh. Back then (2004-2007) we had to take call however after six months. The 'fear' of call was a great motivator (can't miss and ectopic, can't miss a PE etc etc). And we weren't overread by anyone, attendings or senior residents. Personally think that's a big loss...you need to develop cohones, the sooner the better.
If all you are doing is pattern recognition your job is the first one on the chopping block, radiology, pathology and radiotherapy planning
What about neurosurgeon?
@@murtuzakhan1408 robotic surgery with AI would be the future, we are definitely not there yet. Radiology,pathology and radiation oncology are the low lying fruits
@@DeepMimd007 tq
By the time robots replace surgeons we will all be Long gone so you don't have to worry about it@@murtuzakhan1408
Hey girlie pop, so I want to be a radiologist and I was wondering what ur work life balance is, not how many hours a week, but more how many hours per day a week tysm luv u🫶🫶🫶
So helpful, your videos are very informative and helps to understand this field much better.
hello Yasha Gupta, iam radiologist from indonesia, i really excited with AI , and i think its imposible replace rdiologist, it maybe some time in the future better at one or more things but for everything of course it cant replace ours, we better than it. it same like autonom car like tesla or maybe google autonom car, it can savely drive but it never ever get car licence, becuse it not human, so i think it same case, even it can diagnose accurately the deseases it not human so it never get that license. and for the your closing statement, i hope many radiologist have same oppinion like you, that AI can assist our work, it really helpfull. reduce our burnout...and help many thing. Please suport AI for this, and never afraid we will lost our job because it.
This analogy is exactly wrong. Self-driving cars have issues cause they have constantly make decisions in real-time within a highly non-standardized environment. This is absolutely not the case in medical diagnosis. You have time and there is sooo much standardized that is not influenced by sudden events you cant predict at all. What will happen is that ALL radiologists will work with what Machine-Learning-Systems are diagnosing and observe it and will step in if there is a case that is too complex or too rare (non-standardized). And the systems will get better and better and better and better... and will diagnose the standard stuff faster and cheaper. In the end the amount of observation and step in by human will go down and down and down. Of course most jobs wont be completely canceled by MachineLearning. But they will replace A LOOOOOOOT human in all possible white collar working areas. Especially where only brain function of human is needed. What is much harder is creating robots that have to do complex behaviour in real time. But brain work that is not time critical... will be taken over more and more by machines.
Hey i’m going to be a 1st year osteopathic med student and will use these tips. I hope I can get some research on top of a MBA as well 🥳
Hello Yasha, I just want to say thank you from the bottom of my heart. I can relate to many things you're saying. Thank you for being real. I need to study for the core exam and I was having a panic moment, realizing how much I need to study...I watched all your Core Exam tips videos and they are super useful!
You’re so welcome! Just start somewhere :)!
Thank you for this, I’m new to radiology and I love it but I hate these talks that are going around and so I really hope you’re right about everything 🥲🫶🏻
Lowest hanging fruit for AI to cut costs is diagnostic radiology. You guys deal with a digital medium for Christ sake. Procedures not so much. But you’re kidding yourself that radiology won’t be partially if not fully taken over in the next 2-3 decades. Just utter nonsense
Very well said I see people saying this sort of nonsense that radiologists are about to be replaced by AI. I keep thinking all of these things I have commented as such on occasion as well. As far as mid level staff in radiology goes, they actually have a program for just that. And you can become a Registered Radiologist Assistant through the ARRT but it makes no sense to do it. I want to say it is a masters degree with a whole lot of extra CEU’s so you can bake less than $40,000 a year. So most people don’t bother, I had considered it until I realized it was nothing like being a PA and if you want to go down that type of route it is far better to switch to a PA.
Nice presentation, Dr. Gupta. I was using an AI for helping me interpret mpMRI prostate. It was great. The company charges $25 per case fee to use it. Guess what? That is 50% of my reading fee, so the bean-counters said "No, you can't use it anymore, it's too expensive." All my 30 year career I have wanted a program to circle, measure, and characterize every potential pulmonary nodule. Seems simple enough, but nobody will implement it (liability fears=cost, I think). Maybe soon.
Yes soon transient barrier. If the ROI isn’t there now, it's close.
czcams.com/video/YHTSdd8-bnc/video.html Synthetic imaging ... as an example.
Respectfully, I have been in Radiology / Pathology information systems for the last 15 years. Consulted for medical AI firms as well. Generative AI and Moore's law is unfortunately very real. If you now look at procedural and image generation via AI today, the exponentially of AI is very apparent. Inference is at a completely different level than it was say 3 years ago. I am very neutral with regards to replacing Human Radiologists, BUT, the effectiveness and accuracy and speed of diagnosis across all modalities will come faster than you expect.
Blinders and cognitive dissonance. It’s hard to accept that one’s own field theyve worked so hard on is in jeopardy to AI. I get it. But it will happen. Not for like 20-30 years but it will for sure happen. #RemindMe in 30 years
@@fixerdrew02 I say 10 years. Let’s see.
@@pravanjugathFDA will be its greatest barrier
@@fixerdrew02 20-30 years? More like 5-10, tops.
Will x ray techs be gone?
Radiology and pathology are the first to go
As a physician, I can tell you radiologists and pathologists are the first to go. Id be very worried if I'm Radiology resident. I don't think it will be anytime in the next 5 years. AI will learn guidelines to follow tumors and be able to say pneumonia vs atelectasis vs mass.
Actually, you can't "tell [us]". You're just guessing and making things up like the rest of these commenters. Unless you happen to be a computer scientist in addition to a physician you have no expertise on AI capabilities as it pertains to radiology and pathology interpretations.
Hello from India! Could I please know what speech to text software you use for your work?