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New Studies: AI Captures Electrocardiogram Patterns That Could Signal a Future Sudden Cardiac Arrest

DAIC

Photo by Cedars-Sinai milla1cf Fri, 03/01/2024 - 08:25 March 1, 2024 — Two new studies by Cedars-Sinai investigators support using artificial intelligence (AI) to predict sudden cardiac arrest-a health emergency that in 90% of cases leads to death within minutes.

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A man in his 50s with acute chest pain who is lucky to still be alive.

Dr. Smith's ECG Blog

Sent by Magnus Nossen MD, written by Pendell Meyers A man in his 50s, previously healthy, developed acute chest pain. The primary care physician there evaluated this patient and deemed the chest pain to be due to gastrointestinal causes. The ECG was also interpreted as normal by the primary care physician.

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A 20-something woman with cardiac arrest.

Dr. Smith's ECG Blog

The chest pain quickly subsided. Cardiac arrest was called and advanced life support was undertaken for this patient. The patient was given chest compressions while waiting for the cardiac arrest team to arrive. After about 90 seconds of chest compressions she awoke. Calcium level was normal.

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VF arrest at home, no memory of chest pain. Angiography non-diagnostic. Does this patient need an ICD? You need all the ECGs to know for sure.

Dr. Smith's ECG Blog

However, he did not remember much from the day of the arrest. He did not remember whether he had experienced any chest pain. Within a few days, the patient was extubated and was neurologically intact. At his family's request, he was transferred to a hospital closer to his home to continue care. He was admitted to cardiology.

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Resuscitated from ventricular fibrillation. Should the cath lab be activated?

Dr. Smith's ECG Blog

But cardiac arrest is a period of near zero flow in the coronary arteries and causes SEVERE ischemia. After cardiac arrest, I ALWAYS wait 15 minutes after an ECG like this and record another. Just as important is pretest probability: did the patient report chest pain prior to collapse?

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Two patients with chest pain and RBBB: do either have occlusion MI?

Dr. Smith's ECG Blog

Written by Jesse McLaren Two patients in their 70s presented to the ED with chest pain and RBBB. Patient 1 : a 75 year old called paramedics with one day of left shoulder pain which migrated to the central chest, which was worse with deep breaths. Do either, both, or neither have occlusion MI? Vitals were normal.

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What do you suspect from this ECG in this 40-something with SOB and Chest pain?

Dr. Smith's ECG Blog

Let me tell you about her hospitalization, discharged 1 day prior, but it was at another hospital (I wish I had the ECG from that hospitalization): The patient is 40 years old and presented to another hospital with chest pain and SOB. She had been sitting doing work when she experienced "waves of chest tightness". Sats were 88%.