MEDICAL AI UPDATES SERIES

How Doctors Can Benefit from AI in Daily Practice

Practical Tools, Real Use Cases, and Simple Explanations for Busy Clinicians

AI will not replace people. People who use AI will replace those who don't.

Prepared by: Akber Ahmed
Digital Transformation Leader | AI Enthusiast | Healthcare Technology
Presented to Senior Medical Staff | 2025
01

AI for Diagnostics & Medical Imaging

Helping you see what the human eye might miss

Aidoc

aidoc.com

AI that flags critical findings on CT scans and X-rays in real time.

  • Prioritizing stroke cases in ER
  • Detecting pulmonary embolisms
  • Triaging intracranial hemorrhages

Nanox.AI

nanox.vision

AI-powered medical imaging analysis for early disease detection.

  • Screening for osteoporosis
  • Detecting cardiovascular calcifications
  • Identifying early lung nodules

Zebra Medical Vision

nanox.vision

Analyzes CT, X-ray, and MRI scans to catch subtle abnormalities. Working under Nanox.AI

  • Flagging incidental findings
  • Chronic disease screening from routine scans
  • Population health analytics

Viz.ai

viz.ai

FDA-cleared AI that detects strokes and pulmonary embolisms and alerts the care team instantly.

  • Rapid stroke detection and notification
  • PE triage in radiology workflows
  • Reducing door-to-treatment time
Real-World Example

Spotting Stroke Faster in the ER

The Scenario

A 62-year-old patient arrives at the ER with sudden headache and confusion. The CT scan is uploaded to the system. Within 90 seconds, Viz.ai detects a large-vessel occlusion (LVO) and sends an alert directly to the on-call neurologist's phone — before the radiologist has even opened the image.

The Result

Door-to-needle time dropped from 68 minutes to 32 minutes. The neurologist was already scrubbing in when the patient arrived. Patient went home 4 days later with near-full recovery.

Key Takeaway

AI doesn't diagnose — it prioritizes. It ensures the most critical patients get seen first, saving brain tissue and lives.

02

Clinical Decision Support

Your AI-powered second opinion at the bedside

Glass Health

glass.health

AI that generates differential diagnoses based on symptoms and patient history.

  • Building DDx lists for complex cases
  • Validating your clinical reasoning
  • Teaching residents how to think through diagnoses

UpToDate

uptodate.com

The gold-standard evidence-based clinical decision support, now with AI-powered search.

  • Quickly finding the latest treatment guidelines
  • Checking drug interactions
  • Staying updated on changing standards of care

VisualDx

visualdx.com

AI-assisted visual diagnosis tool for dermatology and other visual specialties.

  • Identifying skin conditions by image
  • Building differential diagnoses from rashes and lesions
  • Patient education with visual comparisons

Isabel Healthcare

isabelhealthcare.com

AI-powered clinical reasoning support covering all specialties.

  • Avoiding missed diagnoses in complex presentations
  • Pediatric fever workups
  • Reducing diagnostic errors
Real-World Example

Solving a Diagnostic Puzzle in Minutes

The Scenario

A 45-year-old woman presents with fatigue, joint pain, and a strange rash on her cheeks that worsens in sunlight. Blood work shows mild anemia and low white cell count. The attending physician enters these findings into Glass Health.

The Result

In seconds, the AI generates a ranked differential: Systemic Lupus Erythematosus, Dermatomyositis, Mixed Connective Tissue Disease. The physician orders ANA and anti-dsDNA antibodies — results confirm SLE. Treatment starts the same week instead of weeks later.

"My previous doctor took 3 months to figure this out."

Key Takeaway

AI helps you consider diagnoses you might not immediately think of — especially in rare or atypical presentations.

03

AI Scribes & Documentation

Reclaiming your evenings, one note at a time

DeepScribe

deepscribe.ai

Ambient AI scribe that listens to your conversation and writes specialty-specific notes.

  • Auto-generating SOAP notes after patient visits
  • Producing cardiology and oncology notes
  • Reducing after-hours documentation by 75%

Nuance DAX Copilot

nuance.com/microsoft/dax

Microsoft's ambient clinical intelligence that integrates deeply with Epic and Cerner EHRs.

  • Hands-free note generation during consultations
  • Automatic ICD/CPT code suggestions
  • Seamless EHR integration for hospital systems

Abridge

abridge.com

AI scribe that creates visit summaries and after-visit instructions for patients.

  • Generating patient-friendly visit summaries
  • Creating discharge instructions
  • Multi-language support for diverse patient populations

Suki

suki.ai

AI voice assistant that takes dictation, answers clinical questions, and completes EHR tasks.

  • Voice-controlled note entry
  • Retrieving patient lab results by voice
  • Auto-completing EHR fields hands-free
Real-World Example

From 2 Hours of Notes to 2 Minutes

The Scenario

Dr. Patel, an internist, sees 24 patients per day. Before AI, she spent 2 hours every evening finishing SOAP notes, referral letters, and coding. She started using DeepScribe — a small app on her phone that records the conversation (with patient consent). After each visit, a fully formatted note appears in her EHR within 2 minutes.

The Result

After-hours documentation dropped from 2h to 15min. Coding accuracy improved by 22%.

"I actually eat dinner with my family now."

Her coding accuracy improved because the AI captures details she used to forget.

Key Takeaway

AI scribes don't just save time — they improve note quality and capture details that reduce billing errors and legal risk.

04

Patient Communication & Research

Better conversations and smarter research — in less time

Hyro

hyro.ai

AI-powered call center and chat assistant that handles patient inquiries automatically.

  • Answering routine patient calls about hours and prescriptions
  • Scheduling and rescheduling appointments
  • Redirecting urgent calls to triage nurses

Luma Health

lumahealth.io

AI patient engagement platform for scheduling, reminders, and follow-ups.

  • Automated appointment reminders that reduce no-shows by 30%
  • Waitlist management and fill cancelled slots
  • Post-visit follow-up automation

Infinitus

infinitus.ai

AI that makes phone calls to patients on behalf of your practice.

  • Automating prior authorization calls to insurance
  • Following up on lab results with patients
  • Handling prescription refill requests

AI Tools for Research & Staying Current

Consensus

consensus.app

AI-powered search engine that finds answers directly from medical research papers.

  • Quickly finding evidence for clinical questions
  • Generating literature summaries
  • Preparing for grand rounds presentations

Elicit

elicit.com

AI research assistant that extracts key findings from papers and organizes them for you.

  • Comparing study results across multiple papers
  • Finding relevant papers on niche topics
  • Building reference lists for publications

Insilico Medicine

insilico.com

AI platform accelerating drug discovery from years to months.

  • Identifying new drug targets using AI
  • Predicting which compounds will work before lab testing
  • Supporting clinical trial design and patient matching
Real-World Example

Handling 500 After-Hours Calls Without Adding Staff

The Scenario

A 12-physician practice was receiving 500+ after-hours calls per week about prescription refills, appointment changes, and test results. The on-call doctor was overwhelmed and staff turnover was high. They deployed Hyro's AI assistant on their phone system.

The Result

The AI now handles 70% of routine calls — refilling prescriptions, confirming appointments, and providing lab result instructions. Urgent calls are automatically routed to the on-call physician. Patient satisfaction scores rose — instant answers instead of voicemail.

Key Takeaway

AI doesn't replace the human touch — it filters out the noise so doctors can focus on patients who truly need them.

Key Takeaways for Your Practice

Essential insights to start your AI journey

AI Augments, It Does Not Replace

Every tool discussed is designed to support your clinical judgment, not override it.

Start Small, See Results Fast

Pick one category (e.g., AI scribes) and try it for 2 weeks. Most doctors see time savings within days.

Patient Safety First

All tools mentioned are HIPAA-compliant, FDA-cleared, or CE-marked. Your patients' data is protected.

The Adoption Curve Is Real

22% of healthcare organizations now use domain-specific AI — a 7× increase in just one year.

You Don't Need to Be Tech-Savvy

These tools are built for doctors, not engineers. If you can use a smartphone, you can use these tools.

AI is not replacing healthcare professionals. AI-empowered professionals are shaping the future of healthcare.