Skip to main content

After the Smoke Cleared — A Healthcare Story

As the skies over Los Angeles finally cleared, so did the community’s view of medicine: not as a replacement of people by machines, but as a collaboration — one that embraces technology and honors the human heart.…

When the Great Pacific Wildfire season of 2025 blazed through Southern California, the bright skyline over Los Angeles became a haze of orange and ash for more than a week. Hospitals braced for patients with smoke-induced asthma, lung exacerbations, and heart strain. But something else surged too — telemedicine appointments.

At Sunset Valley Medical Center, Dr. Naomi Ishikawa watched the appointment screen flood:

• 07:00 — Tele-pulmonology consult

• 07:15 — Tele-dermatology follow-up

• 07:30 — Remote vitals review from wearable devices

The clinic’s AI triage system, AIDAN (Artificial Intelligence Digital Assessment Network), analyzed incoming data — continuous oxygen saturation from smart rings, respiratory rates from connected patches, and self-reported symptoms through the clinic’s app. By the time most patients reached out, AIDAN had already parsed their recent records, flagged trends, and suggested urgency levels.

In 2025, this wasn’t novel:

• Electronic medical records (EMRs) were universally interoperable, meaning data flowed in real time between hospitals, clinics, and specialty centers.

• AI-assisted diagnostics could detect early signs of COPD exacerbation, arrhythmias, and even subtle cognitive decline from a combination of sensor data and patient history.

• Remote monitoring had advanced so much that for many chronic conditions — like diabetes, hypertension, and heart failure — patients rarely needed to visit in person unless there was a clinical red flag.

Yet on one thick, ash-filled morning, a message appeared on Dr. Ishikawa’s screen that telemedicine couldn’t resolve:

“My daughter fell. She can’t get up.” — Marcus, age 9 — sent at 08:42

Instantly, the system switched from remote care to dispatching resources. AIDAN recognized the tone of distress (linguistic and physiological — Marcus’ smartwatch showed a rapid heart rate) and alerted emergency services with location data. EMTs were en route even as Dr. Ishikawa read the message.

Within minutes, the ambulance arrived. Marcus had fractured his wrist — nothing telemedicine could reset through a screen. But it was precisely because remote systemshad already ruled out other urgent problems that care arrived faster than ever before.

Why Face-to-Face Still Matters

Over the past decade, many specialists advocated for a “virtual first” model. And indeed, during and after the wildfires, remote care prevented clinics from being overwhelmed, reduced exposure to pollutants, and protected immunocompromised patients. AI predicted clinical deterioration earlier than many traditional markers clinicians had relied on in the past.

But later that week, something happened that reminded everyone why human presence still matters.

Elderly Mrs. Thompson had been seeing her physician, Dr. Alvarez, through telemedicine for years. She lived alone and relied on remote monitoring. One morning, her oxygen levels dipped. AIDAN alerted Dr. Alvarez, but Mrs. Thompson appeared calm in the video feed. No cough. No distress.

Later, when her caregiver arrived, she found Mrs. Thompson confused, unable to lift her medication box or locate her inhaler. Her vitals were dangerously low.

In the ER, clinicians discovered a silent pneumonia — something the remote sensors hadn’t fully captured until the infection had progressed. On day two of her hospitalization, Mrs. Thompson whispered to Dr. Alvarez:

“When you visited last year, you noticed how I walk… the way I hold my cup. I think — maybe you saw more than the machine did.”

Her words stayed with him.

A New Model — Hybrid Care

By late 2025, most health systems had adopted a hybrid care model:

Remote First

✔ Continuous monitoring

✔ AI-assisted early warnings

✔ Specialist consults without travel

✔ Lower costs and reduced clinic congestion

In-Person When It Matters

✔ Physical exams that reveal subtle signs (gait changes, skin warmth, reflexes)

✔ Hands-on procedures (casts, sutures, ultrasounds)

✔ Emotional support — empathy that doesn’t compress to data points

Dr. Ishikawa often said:

“AI and digital systems handle the data. Humans handle the person.”

Behind every record — every oxygen curve, every diagnostic code — was a living person, with fears, hopes, aches, and stories. Technology could help guide care, but not replace the trust that forms in a room where someone sits beside you, listens, and understands you beyond the numbers.

As the skies over Los Angeles finally cleared, so did the community’s view of medicine: not as a replacement of people by machines, but as a collaboration — one that embraces technology and honors the human heart.

Today's Reality
The Past
Digitized Medical Records
Modern Era
Linked to Medical Databases
AI-Assisted Examinations
Greatly Reduced Burden on Doctors
Analog/Paper Medical Records
Past Era
Face-to-Face Meetings Essential
Primary Method of Treatment
Medical Care Evolution
Conclusion: Face-to-Face Care is Largely Outdated

All names of people and organizations appearing in this story are pseudonyms


Los Angeles Wildfires Spurred Telehealth Visits

Comments