Chisom Rutherford (@rutherfordml) header
Chisom Rutherford (@rutherfordml) profile picture

Stethoscope & Algorithms. Medical AI Engineer @AskAwaDoc. Building https://teapawt.net/t.co/eShNnX3MIp.

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Joined April 2022
Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)Photo by Chisom Rutherford (@rutherfordml)
This is now available. It's the most comprehensive collection of Nigerian treatment guidelines and covers 270 medical conditions. Can be used to build RAG pipelines or to validate your health AI application. You can access it here:
I now have about 270 medical conditions cleaned and clinicaly validated based on the Nigerian Standard Treatment Guidelines. I believe they can be used for benchmarking, model fine-tuning, etc. Will be making it publicly available soon.
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Chisom Rutherford retweeted
We are rolling out local language features in the new, upgraded DermAfricans website. Please help us confirm that our phrasing is correct by reviewing at review.dermafricans.com. Thank you!
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If you're a healthcare professional, consider checking this out.
Introducing the Google AI for Healthcare Professionals Certificate, practical training developed by clinicians at Google to help healthcare professionals use AI responsibly in their daily work.
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Chisom Rutherford retweeted
Many Nigerian doctors I've spoken with admit they only truly understood pathology when they started studying for the USMLE. Med school pathology was a blur of cramming, struggling to get 50 and scale through. The problem is that scaling through means you have a shaky foundation through the final years of medical school and struggle more than you need to with Medicine and Surgery and all the subspecialties. So we're taking everything we've learnt about how students learn and building an all-in-one tool that gives you the most bang for your buck with limited time and doesn't cost an arm and a leg. Our goal with patandfam is to create a comprehensive learning platform that reduces the anxiety of your 2nd MB exams while giving you just the right depth of understanding you need to move through your clinical years with confidence. pat and fam is coming 🚀 patandfam.com
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Chisom Rutherford retweeted
Inspired by a comment on this tweet, I have built a repository of all the clinician-built cardiology tools I have found on and off Twitter. It’s completely free and repo is public- so open to contributions! Have a look: find.medpally.com
Free tools built by clinicians for learning the many facets of cardiology🫀🩻⚡️🧮📚🕹️ Explore these resources👇🏼: 🩻Echocardiography: intro2echo.com by @David_Ouyang 🩻Angiography Views: angioview.com by @AnnasRahmanMD ⚡️Localize PVCs: learnpvcs.com by @Challa1218 ⚡️Localize VTs: simvt.vercel.app by @ArunUMahtani ⚡️LBBAP Simulator: pacingsimulator.com by @jo3_assad 🩻LAA TEE/ICE/CT Simulator: laa.liorjankelson.com by @ExtraStim 🧮Interactive Core Cardiology Tools and Calculators: tools.rueyhu.com by @ruey_hu 📚Latest Trials and Guidelines: cardiolads.com by Jay Gohri, Adhish Beri, and @KochharGunjan 🩻Interactive M Mode: pulmonarypocus.com by @HoosierPocus 🕹️Night Float Simulator: cardsnightfloat.netlify.app by @AbedfromBeirut 🕹️Congenital Heart Disease, Pacemaker, ECG Simulators: cardiorender.com by Dinesh Raja P This list keeps growing. Know a free, clinician-built tool that belongs here? Drop the link below #Cardiology #CardioTwitter #MedEd #MedTwitter #FOAMed #VibeCoding #AI #AIinMedicine #LLMs #DigitalHealth @ACCinTouch @escardio @ASE360 @Heart_SCCT @HRSonline @SCAI @CardioNerds
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Chisom Rutherford retweeted
“Why are doctors burned out?” 'Cos doctors can be cross examined years later over a comma in their clinical notes, written in the middle of a busy clinic day while juggling multiple patients and life or death decisions. This is why we built @AskAwaDoc CDST; to support clinicians with smarter clinical decisions, reduce cognitive burden, and help them practise with greater confidence.
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Chisom Rutherford retweeted
Replying to @pmnewsnigeria
The headline of this news story is inaccurate and misleading. WHO has not declared Nigeria Ebola‑free. Nigeria currently has no confirmed case of Ebola following the medical evacuation of the index patient to Switzerland. Health officials are closely monitoring 52 contacts who may have been exposed. Under the International Health Regulations, a country can only be declared Ebola‑free after a 42‑day countdown following the last confirmed case testing negative twice for the virus or, in this situation, after the evacuation of the confirmed case. This period is then followed by heightened surveillance. WHO requests that this headline be retracted and corrected. It is an inaccurate interpretation of the X post made by the WHO Regional Director for Africa. @WHOAFRO
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Claude does not know when to do a Kenburn effect or kinetic typography effect in a motion video. Claude does not understand hicks law , or user journey. Claude only gives the illusion of confidence to those who do not know anything and are easily impressed by basics.
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Chisom Rutherford retweeted
We teamed up with the ABSUTH House Officers Forum to show doctors how to access Nigerian guidelines and use Housejob platform as their clinical workspace. Want to bring Housejob platform to your hospital or forum for free? Send us a DM!
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People are coming to the painful realisation that for most tasks, outcome matters more than the process. Most people just want a nice motion design and don't care about all these.
Claude does not know when to do a Kenburn effect or kinetic typography effect in a motion video. Claude does not understand hicks law , or user journey. Claude only gives the illusion of confidence to those who do not know anything and are easily impressed by basics.
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Interesting... 🤔
a 10yr old CNN outperforms frontier LLMs on cancer diagnosis it seems inevitable that similar training data will be available to LLMs, and it's surprising that's not already the case the "long tails" of the real world, where precision really matters, continue to need domain specific training lynchlab.net/llm-skin-cancer
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Denial stage of grief for motion designers lol
Opus 5.5 got everyone think they’re actual motion designers Can’t help but laugh 😭✌🏾
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There's a whole new role emerging in clinical AI called Physician AI engineer. It describes a doctor who understands and builds AI systems for clinical purposes. I think the role will only get more common with time.
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Chisom Rutherford retweeted
I am seeing more and more medics building things with AI, and I keep thinking we should be doing more of this together. People are figuring things out, building tools, making their work easier. Sometimes all you need is someone to show you how they did something, help you work through an idea or try what you've built. So I’m building a small community for this. A place to learn AI, improve our workflows, build useful things and get feedback from people who understand the problems we’re trying to solve. Medical students, doctors, other healthcare professionals. If you've already built something, come and show us. If you have an idea but don't know where to start, bring it. If you're just curious about what you can do with AI, you're welcome too. We’ll figure things out, learn from each other and build together. Interested? Fill this 👇 forms.gle/CaLRoVy7pkKYLjbv9 Kindly retweet so more people can see
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Chisom Rutherford retweeted
Today I'm launching Fetal Sonographer: a scanning companion that guides, teaches and answers you while you scan a pregnancy. Made by a clinician, for clinicians
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And I also met some very amazing people and had an amazing at the summit! 😄
Who is at the AI in Health conference in Abuja? I would love to meet.
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If you're building with OpenAI APIs you should check this out. It could cut down your costs.
You can now choose 12-hour prompt caching in the API. Persistent agents, like dots, reuse context throughout the day. You can keep shared instructions, tools, and context cached longer and pay the lower cached-input rate, even when requests are hours apart.
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I spoke at the Ai in health summit today Indirectly impacting 1,000 lives. Roomies chase your dreams. If you’re a medic with a health tech idea or You’re a founder looking for investors Comment ‘innovator’ let’s build.
Day 1 of the Ai in health summit #AIHS was a huge success. I will be speaking tomorrow, see you in my session roomies.
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Chisom Rutherford retweeted
Excited to announce that we’ve signed a 12-month commercial agreement with Morvdesk (morvdesk.com/), a Europe-based investment product manufacturer. Decide will provide specialized AI models, agents, and infrastructure, while both teams collaborate to build and deploy AI solutions for investment research and financial operations. Another step towards bringing our technology into more enterprise environments.
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Just met with the super inspiring @rutherfordml Kudos to you on @housejobng
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Who is at the AI in Health conference in Abuja? I would love to meet.
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