How the K-MO Platform Works — From Data Collection to Physician Review
The K-MO platform runs a continuous, monthly cycle of patient health data collection, AI-powered scoring, biometric verification, and physician-delivered reporting. Every step is connected — from the moment the patient records data in the app to the moment the attending physician opens their monthly DSM health report.
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1
Patient Identity Verification via Biosignbox
At each encounter, the patient authenticates their identity using the Biosignbox biometric sign pad. The patient’s biometric sign is recorded and will accompany the monthly health data package sent to the physician.
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2
Three-Channel Health Data Collection via CMDnova
Throughout the month, patient health data is continuously collected through three channels:
PPain Mapping: patient-reported pain location, distribution, and intensity level, recorded via the K-MO patient appQMedical Questionnaire (문진): structured health questionnaires capturing symptoms, functional status, health history, and medication adherenceRRemote Patient Monitoring: physiological data collected from the patient’s assigned RPM device throughout the month -
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Server-Side Scoring via DSM-Inference X Engine
At the end of the monthly data collection period, the accumulated P, Q, and R data is processed on K-MO’s secure server by the DSM-Inference X engine. The engine scores the patient’s health data and generates a structured monthly health summary.
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DSM Message Delivery to Attending Physician
The scored health summary, combined with the patient’s biometric sign collected through the Biosignbox, is compiled into a DSM message and delivered directly to the patient’s attending physician (주치의) — the complete monthly record, the DSM-Inference X health score, and the verified biometric patient signature.
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Monthly Physician Review
The attending physician reviews the patient’s full month of health data through the DSM message — pain mapping trends, questionnaire responses, RPM readings, the health score, and the biometric record — and uses this consolidated picture to guide ongoing care decisions, referrals, and follow-up.
For Preventive Screening Purpose Only — health scoring and data aggregation are intended exclusively for preventive wellness monitoring and care coordination.
What Is the Biosignbox?
The Biosignbox is K-MO Medical Group’s proprietary biometric sign pad. It serves two essential roles within the K-MO platform: first, it verifies the patient’s identity at the point of care using biometric signature capture; and second, it records the patient’s biometric sign data, which is transmitted alongside the patient’s CMDnova health data package to the attending physician. This dual function is designed to ensure that health data delivered to the physician is accurately attributed to the correct patient and accompanied by a verified biometric record.
- Biometric signature capture — verifies patient identity at the point of service
- Records the patient’s biometric sign data at each encounter
- Patient biometric sign is transmitted alongside CMDnova health data to the attending physician
- Designed to ensure health data is verified, attributed, and tamper-evident
- Supports digital consent capture as part of the sign-in workflow
- HIPAA-compliant identity and biometric data handling
- Integrated with the CMDnova platform and DSM message delivery system
All patient biometric sign data and health information processed through the Biosignbox platform is handled within a HIPAA-compliant, encrypted infrastructure.
CMDnova — K-MO’s Integrated Health Data Platform
CMDnova is K-MO Medical Group’s proprietary health data aggregation, scoring, and physician delivery platform. It operates year-round, continuously collecting patient health data from three input channels, processing that data through the DSM-Inference X scoring engine, and delivering a structured monthly health report to the patient’s attending physician via DSM message.
How CMDnova Works — The Three-Stage Process
CMDnova collects patient health data from three structured input channels throughout each monthly cycle:
At the end of each monthly data collection cycle, the accumulated P, Q, and R data is transmitted to K-MO’s secure server and processed by the DSM-Inference X engine. The engine scores the patient’s health data and generates a structured monthly health summary — organizing the data into a clear, physician-readable format for clinical review.
The DSM-Inference X health summary is combined with the patient’s biometric sign data collected through the Biosignbox and packaged into a DSM message, delivered directly to the patient’s attending physician (주치의) — a complete picture of the preceding month, including pain mapping trends, questionnaire history, RPM data, and the overall health score.
The Goal — Monthly Physician Review
The purpose of the CMDnova platform is straightforward: to give the attending physician a complete, organized view of their patient’s health across every month of the year. Rather than relying solely on what can be discussed in a single office visit, the physician receives a structured monthly DSM health report — allowing them to track trends, identify changes, and coordinate care based on a full month of real patient data.
- Year-round, continuous patient health data collection across three structured channels
- P — Pain Mapping data collection via K-MO patient app
- Q — Medical Questionnaire (문진) data collection via K-MO patient app
- R — Remote Patient Monitoring (RPM) data collection via assigned patient device
- Server-side processing by the DSM-Inference X scoring engine
- Monthly health score and structured summary generation
- Biosignbox biometric sign integration — patient identity verified and included in every DSM message
- DSM message delivery directly to the attending physician’s system
- Monthly physician review cycle — full month of patient health data in one organized report
- HIPAA-compliant data handling and encrypted transmission throughout
Because CMDnova operates as a continuous, year-round program, data collected through each channel accumulates over time — building a longitudinal health record that allows the attending physician to monitor patient health trends over time.
For Preventive Screening Purpose Only — CMDnova health scoring and data aggregation services are intended exclusively for preventive wellness monitoring and care coordination. CMDnova outputs do not constitute a medical diagnosis and are not a substitute for clinical evaluation by a licensed physician. All clinical decisions based on CMDnova data are made solely by licensed physicians exercising independent medical judgment.
Take the First Step Toward Proactive Health
Whether you’re a member ready for your K-Medical Screening, a physician seeking a preventive screening partner, or a health plan building a screening program — K-MO is ready to help.