Custom Words for Medical Terms: HIPAA-Compliant Dictation

Accurate Medical Dictation Starts with Custom Words

Medical professionals speak a language that general speech recognition does not understand. Drug names, diagnostic codes, anatomical terms, and clinical abbreviations are the core vocabulary of healthcare communication, yet most speech-to-text tools misrecognize them consistently. "Metoprolol" becomes "met a parole." "Hemorrhagic" turns into "hemorrhage ick." "Bilateral pneumothorax" is mangled beyond recognition.

Custom vocabulary solves this. When you teach your dictation tool the specific terms you use, accuracy for medical content jumps from frustrating to reliable. Sonicribe's custom vocabulary system, combined with its your own medical word group, provides the foundation for accurate medical dictation. Adding your specialty-specific terms on top creates a dictation system that understands your clinical language.

Sonicribe Cloud processes audio through online services; audio leaves your device for transcription. Review the privacy policy and your organization’s requirements before using sensitive content. Use fictional examples for healthcare education and training.

The Medical Words Challenge

Why General Speech Recognition Fails

General-purpose speech recognition models like the ones powering Google Voice Typing or standard Siri are trained on common language. They optimize for words that appear frequently in everyday speech: common nouns, verbs, names, and conversational phrases.

Medical terminology comes from Latin, Greek, and specialized coinage that rarely appears in everyday conversation. Sonicribe Cloud uses online speech services; test specialized terms and review output before use.

Common Misrecognitions Without Custom Words

The difference is dramatic. Without custom vocabulary, you spend more time correcting errors than you save by dictating. With it, medical dictation becomes genuinely practical.

Setting Up Medical Word Groups in Sonicribe

Step 1: Create a Medical Word Group

Open Words → New group and name the group for your medical work. Add recurring terms with New word or sentence, then choose Add to word list. Start with the terms you use often, including anatomy terms, medication spellings, procedure names, and training vocabulary.

For a deliberate text swap, choose Replace with... and enter the written form you want. Keep ordinary spelling hints separate from phrase expansions so each entry has a clear purpose.

Select the group in Styles → select a style → Voice → Word groups. For a larger list, use Export CSV to get the word/replacement format, prepare your pairs in a spreadsheet, and bring them into Words → Import CSV.

Dictate a short sample containing a few terms and a date. Review the spelling in context, refine the entries you need, and add more terms as your own work calls for them.

Step 2: Add Your Specialty Terms

The your own term list covers general medical terminology. Your specific specialty requires additional terms. Here is what to add by specialty:

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Primary Care:

• Chronic disease management terms (HbA1c, eGFR, lipid panel)
• Common screening tools (AUDIT-C, CAGE, Edinburgh Postnatal)
• Preventive care terminology (immunization names, screening schedules)
• Common medication adjustments and titration language

Cardiology:

• Cardiac-specific medications (amiodarone, dobutamine, milrinone)
• Procedure names (PCI, CABG, TEE, cardiac catheterization)
• ECG/EKG findings (ST elevation, QTc prolongation, bundle branch block)
• Heart failure classification (NYHA Class I-IV, EF percentages)

Oncology:

• Chemotherapy regimen names (FOLFOX, CHOP, pembrolizumab)
• Staging terminology (TNM staging, AJCC)
• Tumor marker names (PSA, CA-125, CEA, AFP)
• Radiation therapy terminology (Gray, fractionation, brachytherapy)

Psychiatry:

• DSM-5-TR diagnostic labels
• Psychotropic medication names and classes
• Assessment instruments (PHQ-9, GAD-7, MMSE, MoCA, Columbia Protocol)
• Therapeutic modality names (CBT, DBT, EMDR, motivational interviewing)

Surgery:

• Surgical procedure names specific to your specialty
• Instrument names
• Suture types and sizes
• Anatomical landmarks relevant to your procedures

Step 3: Configure Smart Replacements

Smart replacements are powerful for medical dictation. Configure spoken shortcuts for terms you use repeatedly:

These replacements turn a few spoken words into complete clinical documentation templates that you then customize for the specific encounter.

Compliance Review for Cloud Processing

Why the Processing Boundary Matters for Medical Dictation

HIPAA's Privacy Rule and Security Rule govern how protected health information (PHI) is handled. When you dictate clinical notes using a cloud-based service, your audio -- which contains PHI -- is transmitted to and processed on external servers. This triggers several HIPAA requirements:

• Business Associate Agreement (BAA): You need a BAA with the transcription service
• Risk Assessment: You must assess the security of the service's data handling
• Breach Notification: If the service is breached, you have notification obligations
• Minimum Necessary Standard: You must ensure the service only accesses the minimum necessary information
• Audit Controls: You need logs of who accessed the PHI and when

Sonicribe Cloud Requires Review

Sonicribe Cloud sends audio to online services. It is not equivalent to typing locally and should not receive PHI without an approved arrangement.

This means:

• Use fictional training notes. Cloud processing involves external services.
• Risk review required. Cloud processing extends beyond your device; Use fictional examples for healthcare education and training.
• External audio handling. Review provider retention and breach obligations.
• Third-party processing. Audio and optional formatting text are sent online.

Sonicribe Cloud does not eliminate vendor relationships or compliance review. Use synthetic examples until an approved arrangement exists.

Clinical Documentation Workflows

SOAP Notes

Switch between sections as you dictate:

S (Subjective): "Patient is a 54-year-old male presenting with three days of progressive chest pain, described as substernal, pressure-like, radiating to the left arm. Pain is worse with exertion and improved with rest. Patient denies shortness of breath, diaphoresis, or nausea."

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O (Objective): "Vital signs: blood pressure 142 over 88, heart rate 82, respiratory rate 18, temperature 98.4, oxygen saturation 97 percent on room air. Physical exam: general appearance alert and oriented times three, no acute distress..."

A (Assessment): "Acute coronary syndrome versus musculoskeletal chest pain. Will rule out with troponin series and ECG."

P (Plan): "Obtain stat ECG and troponin. Start aspirin 325 milligrams. IV access and normal saline at 75 milliliters per hour. Cardiology consult if troponin positive..."

Each section flows naturally as dictation. The custom vocabulary ensures medications, dosages, and clinical terms are transcribed accurately.

Procedure Notes

Use Clean prose for detailed procedure documentation:

"Procedure: Left knee arthrocentesis. Indication: diagnostic and therapeutic for suspected gout flare. Consent obtained. Left knee prepped with chlorhexidine in sterile fashion. Local anesthesia with one percent lidocaine, five milliliters, to the superolateral approach site. An 18-gauge needle on a 20-milliliter syringe was inserted into the joint space. Approximately 15 milliliters of turbid, yellow synovial fluid was aspirated and sent for crystal analysis, gram stain, and culture. The joint was then injected with 40 milligrams of triamcinolone acetonide. Needle removed, sterile dressing applied. Patient tolerated the procedure well without complications."

This level of detail takes 10 to 15 minutes to type. Dictation: under two minutes.

Discharge Summaries

Use custom list style for the structured components, switching to Clean prose for the narrative sections:

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• Admission Date: April 15, 2026
• Discharge Date: April 19, 2026
• Primary Diagnosis: Community-acquired pneumonia, right lower lobe
• Procedures: Chest X-ray, CT chest without contrast, bronchoscopy with BAL
• Discharge Medications: [list each medication with dose and frequency]
• Follow-Up: Pulmonology in two weeks, primary care in one week

Then switch to Clean prose for the hospital course narrative.

Supporting 99+ Languages for Diverse Patient Populations

For multilingual medical workflows, verify the selected service’s language coverage and an approved content-processing arrangement before using patient information.

Sonicribe uses cloud processing regardless of language. HIPAA suitability has not been established.

Integrating Medical Dictation Into Your Daily Practice

The Five-Minute Setup Routine

At the start of each clinic day, spend five minutes reviewing your schedule and adding any new patient names, referring physician names, or unfamiliar medication names to your custom vocabulary. This brief preparation prevents misrecognitions during the day when documentation speed matters most.

Building Team Words

For group practices, create a shared vocabulary list that covers your practice's common terminology. Each provider adds their individual specialty terms on top of the shared list. This ensures consistent accuracy across the practice while accommodating individual specialization.

Resident and Fellow Training

Medical trainees can test dictation using synthetic, non-sensitive examples. Sonicribe Pro costs US$7/month or Max US$20/month (up to about 2,500 minutes a month with Pro or up to about 10,700 with Max, using Qwen3-ASR) per account; clinical use needs an approved arrangement.

Cost Comparison for Healthcare

Sonicribe offers Pro at US$7/month and Max at US$20/month, with online speech processing. Start a healthcare-education workflow with fictional notes, a focused medical word group, and a saved instruction for the document structure you want to practice.

Reviewing Your Drafts for Medical Content

Use a short, repeatable sample to refine your word list and writing style. Choose the speech model in Voice → Speech transcription, keep your microphone consistent, and compare the details that matter for the document you are preparing.

Keep useful terms in Words, organize them with New group, and select the group in the style’s Voice section. For a recurring layout, save a custom Rewrite → Your instructions rule with the headings you want. Refine one entry or instruction at a time using the same sample.

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Tips for Maximum Medical Dictation Accuracy

Speak medication names clearly. Medication names are the most commonly misrecognized medical terms. Speak them at a natural pace without over-enunciating, but ensure each syllable is distinct.

Use the full term first, abbreviation second. When introducing a term in a note, speak the full term: "Gastroesophageal reflux disease, or GERD." After the first mention, the abbreviation alone is recognized more accurately because the context is established.

Dictate numbers deliberately. For dosages, vital signs, and lab values, pause slightly before and after numbers. "Metoprolol. Fifty milligrams. Twice daily." This prevents numbers from blending with adjacent words.

Build templates through smart replacements. For note structures you use repeatedly (review of systems, physical exam templates, assessment and plan headers), configure smart replacements that produce the full template from a short spoken phrase. This reduces the total amount of dictation needed per note.

Getting Started with Medical Dictation

1. Download Sonicribe on an Apple Silicon Mac and sign in with a Google account; internet required. Choose a speech model in Styles → select a style → Voice → Speech transcription.

2. Create Medical word groups in Words → New group (recurring terms for your writing)

3. Add 50-100 specialty-specific terms (medications, procedures, diagnoses you use daily)

4. Configure smart replacements for your most common documentation templates

5. Set your keyboard shortcut and enable auto-paste to your EHR

6. Dictate your next clinical note and experience the difference

Sonicribe uses cloud services and recurring monthly plans. Test with non-sensitive examples; clinical suitability has not been established.

Download Sonicribe to test a synthetic note. Do not use PHI without an approved arrangement; review the output before use.

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Related Reading

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• Speech-to-Text for Medical Professionals: HIPAA-Compliant Options
• Best Microphones for Voice Dictation in 2026