Jose Ferreira Santos

Medical Doctor - Cardiologist

[Jose Ferreira Santos @japfs]

Promising! LLMs can help in clinical decision, but there is still a lot of research and real world validation to implement AI in daily practice! Medicine needs critical appraisal, @drjohnm AI in clinical applications is no different!

[Arjun (Raj) Manrai @arjunmanrai]

🧵1/ Our new study on AI and physician reasoning just came out in @ScienceMagazine. As co-senior author, I'm excited about our findings, and I do think AI will reshape medicine. But after seeing some of the discussions, I'm also worried about how our findings may be misinterpreted.

[Jose Ferreira Santos @japfs]

When ChatGPT helps us give life to our reflections, powerful messages can come up!

[John Mandrola, MD @drjohnm]

Here we go #HRS2026 On the highly touted AVANT GAURD RCT of Boston scientific Farapulse PFA vs AAD. https://t.co/WFxMCEDHl2

The Topline results are positive. Look at that KM curve

But let's look under the hood so as not to be bamboozled

A thread coming and it's quite surprising

[Jose Ferreira Santos @japfs]

Work-life balance! Great talk with Gustavo Jesus and lots to think about #CPC2026 #CPCinMotion @spcardio

[Vanda Devesa Neto @vandadevesaneto]

Uma verdadeira sessão “fora da caixa”!
Pensar como podemos tratar os nossos doente, sem nos perdermos pelo caminho. Como lidar com a pressão, trabalho e sobrecarga emocional.

#CPC2026
#CPCinMotion
@spcardio

[Miguel Nobre Menezes @mnobremenezes]

#CPC2026 has also always been about encouraging the young to present their cases. Once again, delivered - Yet another packed session in best imaging cases!

@spcardio
#CPCinmotion

[Jose Ferreira Santos @japfs]

Pressure Strain Curves - a new way of using echocardiography validated @HospitaldaLuzSetubal and presented at #CPC2026 @spcardio #CPCInMotion @ligiamendes76

[Jose Ferreira Santos @japfs]

Find the sweet spot of ischemia vs bleeding risk in coronary disease patients! A continuum of decisions before, during and after intervention! Great talk with @Drroxmehran at #CPC2026 #CPCinmotion

[Jose Ferreira Santos @japfs]

Moving from “I think, therefore I am” to “I want, therefore you act”. The new era of clinical execution powered by AI. Great key takeaway by @fernando_m_sa at #CPC2026 #CPCinmotion

[Jose Ferreira Santos @japfs]

Coração com Moçambique! A medicina de excelência também é humanidade e partilha! Excelente iniciativa da @spcardio #CPC2026 #CPCinmotion

[Jose Ferreira Santos @japfs]

LLMs perform better than the average physician! This is the striking finding from CLARITY program phase 1, presented today at the #CPC2026 @spcardio #CPCinmontion @rladeiraslopes @heldores @chessfan

[Jose Ferreira Santos @japfs]

A começar mais um dia no #CPCinmotion #CPC2026 a apresentar a minha investigação sobre a aplicação de LLM na prevenção cardiovascular!

[Jose Ferreira Santos @japfs]

Um brinde ao arranque do congresso! 🥂
"Da evidência à ação!" 🚀📚
Que comece o maior encontro da cardiologia portuguesa!
@spcardio
#CPC2026 #CPCinmotion

[Jose Ferreira Santos @japfs]

Stop fighting AI. Just accept it and find how to change your cardiovascular imaging practice!
"AI will not replace echocardiography — it will redefine it."
Powerful insights from the "Smarter images, smarter hearts" roundtable happening right now.
@spcardio
#CPC2026 #CPCinmotion

[Jose Ferreira Santos @japfs]

The most packed session at #CPC2026 so far! "Living and doing sports with an ICD."
The patient's perspective takes the spotlight. It's not just about preventing sudden cardiac death; it's about life! The patient's voice is exactly what modern cardiology stands for. #CPCinmotion

[Jose Ferreira Santos @japfs]

Still treating Lp(a) as just "another lipid"? Think again! 🛑 #CPC2026 The fundamentals show Lp(a) is a triple threat driving ASCVD:
🔥 Pro-inflammatory
🧱 Pro-atherogenic
🩸 Pro-thrombotic
Do you routinely test for Lp(a) in your daily clinical practice?
@spcardio
#CPCinmotion

[Jose Ferreira Santos @japfs]

Acute PE treatment can't wait! ⏱️🫁
🎯 Rapid risk stratification
🛠️ Novel reperfusion techniques
🤝 Multidisciplinary approach
Tomorrow, when you walk into your hospital, will you ask about the PERT team? 🤔
@spcardio
#CPC2026 #CPCinmotion #HeartTeam

[Jose Ferreira Santos @japfs]

The way forward wether we like it or not!

[Eric Topol @EricTopol]

Today @OpenAI introduced ChatGPT for Clinicians, provided free for credentialed HCPs, and HealthBench Professional for benchmarking LLM medical task performance (Figure)
https://t.co/NC3R5JDGCR
https://t.co/ayJLkRtZUt

[Jose Ferreira Santos @japfs]

Let’s Go!

[Sociedade Portuguesa de Cardiologia @spcardio]

Novidade #CPC2026

Este ano, o Congresso não se vive apenas na Alfândega do Porto.

Acontecerá aqui, em tempo real, pelos olhos de quem lá está 👀

Ainda não podemos dizer tudo 🤫
Mas uma coisa é certa: vale a pena acompanhar.

👉 #CPCinMotion
👉 X da SPC – @spcardio

[Jose Ferreira Santos @japfs]

O maior evento da cardiologia em Portugal começa já amanhã! #CPC2026 #CPCinmotion

[Sociedade Portuguesa de Cardiologia @spcardio]

Novidade #CPC2026 🆕️❗️

Conheça (e siga!) os Embaixadores Digitais que farão a reportagem do #CPC26 e o transportarão da Alfândega do Porto aos nossos ecrãs. 📲💻

Acompanhe o #CPC2026 em tempo real

A todos os congressistas, até amanhã... e esperamos os vossos posts! #CPCinmotion

@MSBBrandao
@moscoso_costa
@mnobremenezes
@vandadevesaneto
@gpiresmorais
@cmcsousa
@rladeiraslopes
@gnfcosta
@japfs
@heldores
@Joanaabraga86
@DrMarthaGulati
@mmamas1973

[Jose Ferreira Santos @japfs]

When you think you are the “one” think twice!

[Keith Siau @drkeithsiau]

You are replaceable at work, but you are NOT replaceable at home. A beautiful and poignant reflection that applies to all clinicians.