CardioTechX
@cardiotechx.bsky.social
CardioTechx by Dr. Sahar Samimi & Dr. Donnchadh O'Sullivan | Keep up-to-date with rapidly evolving Cardiology, Technology & Artificial Intelligence Research | Our own views
We just dropped a FREE #AI-ECG + AI-Echo resource pack you can actually use:
✅ Open ECG datasets
✅ Open Echo datasets + models
✅ Foundation model weights (Hugging Face)
Follow @CardioTechx for more 60-sec cardiology tech. 🔁
#CardioTwitter #MedTwitter #Cardiology #ECG #Echocardiography #DigitalHealth
✅ Open ECG datasets
✅ Open Echo datasets + models
✅ Foundation model weights (Hugging Face)
Follow @CardioTechx for more 60-sec cardiology tech. 🔁
#CardioTwitter #MedTwitter #Cardiology #ECG #Echocardiography #DigitalHealth
February 15, 2026 at 3:05 PM
We just dropped a FREE #AI-ECG + AI-Echo resource pack you can actually use:
✅ Open ECG datasets
✅ Open Echo datasets + models
✅ Foundation model weights (Hugging Face)
Follow @CardioTechx for more 60-sec cardiology tech. 🔁
#CardioTwitter #MedTwitter #Cardiology #ECG #Echocardiography #DigitalHealth
✅ Open ECG datasets
✅ Open Echo datasets + models
✅ Foundation model weights (Hugging Face)
Follow @CardioTechx for more 60-sec cardiology tech. 🔁
#CardioTwitter #MedTwitter #Cardiology #ECG #Echocardiography #DigitalHealth
Is this the holy grail for ACHD--diastolic dysfunction from a 12-lead ECG? 🧠⚡️
In 6,741 pts, AI-ECG grades 0–3 tracked:
↑NT-proBNP (129→763 pg/mL)
↑PAWP (11→16 mmHg)
Higher mortality (grade 3 vs 0 HR 1.63)
Scalable triage…pending prospective multicenter validation.
In 6,741 pts, AI-ECG grades 0–3 tracked:
↑NT-proBNP (129→763 pg/mL)
↑PAWP (11→16 mmHg)
Higher mortality (grade 3 vs 0 HR 1.63)
Scalable triage…pending prospective multicenter validation.
February 8, 2026 at 3:05 PM
Is this the holy grail for ACHD--diastolic dysfunction from a 12-lead ECG? 🧠⚡️
In 6,741 pts, AI-ECG grades 0–3 tracked:
↑NT-proBNP (129→763 pg/mL)
↑PAWP (11→16 mmHg)
Higher mortality (grade 3 vs 0 HR 1.63)
Scalable triage…pending prospective multicenter validation.
In 6,741 pts, AI-ECG grades 0–3 tracked:
↑NT-proBNP (129→763 pg/mL)
↑PAWP (11→16 mmHg)
Higher mortality (grade 3 vs 0 HR 1.63)
Scalable triage…pending prospective multicenter validation.
@OpenAI has launched ChatGPT Health 🩺, with the ability to connect health records & wellness apps, and reported added encryption for security.
How do you think this change will affect healthcare?
How do you think this change will affect healthcare?
February 1, 2026 at 11:22 PM
@OpenAI has launched ChatGPT Health 🩺, with the ability to connect health records & wellness apps, and reported added encryption for security.
How do you think this change will affect healthcare?
How do you think this change will affect healthcare?
TARGET-AI: deployable #AI-ECG screening via EHR-gated targeting.
✅ 2-stage pipeline: EHR gate (90% sensitivity) ➝ AI-ECG
📈 Temporal validation (n=5,198): median F1 +0.25 (0.09–0.75)
📉 False positives −303 across 26 SHD labels
🌍 External: UKB (n=33,518) FP −819; MIMIC-IV (n=3,628) FP −255
✅ 2-stage pipeline: EHR gate (90% sensitivity) ➝ AI-ECG
📈 Temporal validation (n=5,198): median F1 +0.25 (0.09–0.75)
📉 False positives −303 across 26 SHD labels
🌍 External: UKB (n=33,518) FP −819; MIMIC-IV (n=3,628) FP −255
January 28, 2026 at 7:29 PM
TARGET-AI: deployable #AI-ECG screening via EHR-gated targeting.
✅ 2-stage pipeline: EHR gate (90% sensitivity) ➝ AI-ECG
📈 Temporal validation (n=5,198): median F1 +0.25 (0.09–0.75)
📉 False positives −303 across 26 SHD labels
🌍 External: UKB (n=33,518) FP −819; MIMIC-IV (n=3,628) FP −255
✅ 2-stage pipeline: EHR gate (90% sensitivity) ➝ AI-ECG
📈 Temporal validation (n=5,198): median F1 +0.25 (0.09–0.75)
📉 False positives −303 across 26 SHD labels
🌍 External: UKB (n=33,518) FP −819; MIMIC-IV (n=3,628) FP −255