by Hyunsuk Frank Roh, MD
Hemodynamic Software, Project nGene.org®

(5) Machine Learning
nGeneDL (Deep Learning) , SVM

(3) Hemodynamics


Logistic-Based Systolic Model (Frank, 2018)
(4) Medical Statistics
{A-a Gradient,
Acid-Base Analyzer}
IV Nutrition Therapy (IVNT)

(2) Waveform Analysis

Separation (ICA) + Classification:


Virtual EKG Simulator
Virtual Ventilator Test-Lung
nGene Waveform Studio w/ ICA

(1) Interface w/ DevNotes


MultiDrug Resistant Organism (MDRO) : MDRO Database
Pulmonary Vascular Visualization Platform: Javascript, PyScript


Supplementary Material: Ventilator , Intellectual Property, Clinical Literacy, Reference
Dev Note: Cookbook / Shell / Shield / Servers / Protocols / USB3.x / Industry / Bioinfo
UI Color Consideration for 2D Spectrum, 3D Cube, Harmony , Spectrum Palette

Nozzle-Transvalvular Analogy: a) de Laval Nozzle Model,
b) Clark C pressure-loss and recovery, c) 2D Incompressible Navier-Strokes,
d) Bernoulli-Darcy-Borda model on FDA, e) 2D CFD on FDA Nozzle,
f) Reduced-Order 1D Incompressible Model, g) Quasi-1D Simulator for Eqs. (5-8)

Mikio Tohyama: Ch2

   Milestone  Device Surveying
      (A) Robotics       
(B) Diagnostics: Echocardiography
   (C) Interveners: Ventilator
(D) Mobile and Wearables
Link   SSCH
   Sandbox {Time, RE}, &&&
BusinessCard, Lego Robotics
Architecture: Church, Void
[Research], cinema, XR, travel
[Clinics: HD, HeathcareSystems]
[Divinity: Elysium, Inferno]
Voice Reader, Piano
Cryptography: BTC, DEB, tracker
Web Crawler, METAL, SpreadSheet
v2.1.10 • 04 Feb 2026
© 2013 nGene Hemodynamic Research Center. All rights reserved.