Our ECG Classifier Development Services

Adequate Infosoft specializes in ECG classifier development services, offering comprehensive solutions across the entire lifecycle of product engineering. Depending on the project specifications, we can either assist with just a particular part of the project or take responsibility for its complete end-to-end development.

Our services include:

ECG Signal Acquisition & Processing

Reliable ECG classification begins with high-quality signal acquisition. Our embedded and electronics engineers can develop or integrate ECG acquisition systems designed to capture physiological signals from appropriate sensors and analog front-end circuitry.

We work with ECG acquisition architectures involving electrodes, analog front ends, amplifiers, filters, ADCs, microcontrollers, wireless connectivity, and storage components. Firmware can be developed to acquire, timestamp, process, buffer, and transmit ECG signals while maintaining appropriate sampling and data-integrity requirements.

Our signal-processing development can include baseline-wander handling, noise reduction, filtering, signal normalization, artifact handling, QRS-related feature extraction, waveform segmentation, and other processing techniques required by the intended classifier.

The specific processing pipeline depends on the target device, ECG lead configuration, sampling characteristics, intended environment, dataset, and clinical requirements.

VF/VT Classification Development

Ventricular fibrillation and ventricular tachycardia are two significant forms of ventricular arrhythmia wherein sufficient signal analysis and clinical validation proves to be necessary.

Adequate Infosoft can help with the engineering development of algorithms used for the detection of necessary ECG patterns and their classification in relevant rhythm categories.

Our team is capable of designing rule-based, statistical, signal-processing, machine-learning, or hybrid classification techniques based on the clients' needs.

Development may include:

For medical applications, algorithm performance must be evaluated using appropriately representative and clinically validated datasets. Our development process can support engineering teams with dataset preparation, model experimentation, testing infrastructure, and documentation required for subsequent clinical and regulatory activities.

AI & Machine Learning for ECG Classification

Adequate Infosoft can develop machine-learning pipelines for ECG classification where AI-based approaches are appropriate for the intended application.

Our AI engineers are capable of processing ECG datasets to perform all activities that include preprocessing, management of annotation, training, validation, testing, optimization of model, and delivery. Depending on what is needed, architectures could be based on traditional machine learning models, neural architectures, deep learning models, and time series classification models.

The resulting models could be optimized for working on the cloud, or for working on an embedded device, depending on latency and connectivity, privacy, power usage as well as requirements for memory and computing powers.

We could also create necessary tools for evaluating such parameters as specificity, sensitivity, precision, recall, confusion matrix, false positive rates, false negative rates and so on.

Embedded ECG Firmware Development

Our embedded engineers develop firmware for ECG monitoring devices and connected medical electronics.

Firmware development can include:

We work with microcontroller and embedded platforms appropriate to the product architecture. Firmware can be designed for wearable ECG devices, portable monitors, bedside systems, connected diagnostic equipment, and other ECG-enabled embedded products.

ECG Classifier PCB & Electronics Development

We offer PCB development services to our clients, including schematic design, component selection, PCB layout, multilayer PCB design, considerations about signal integrity, power management design, communication interfaces, prototype development, debugging, and manufacturing support.

The electronics architecture may contain such devices as ECG analog front-end circuitry components, microcontrollers, memory, communication modules, circuits for power management, display interfaces, battery systems, and other components.

Our hardware and firmware departments work closely together to make sure that the PCB and software work together harmoniously as one system.

Mobile ECG & Desktop Application Development

For connected ECG products, Adequate Infosoft can develop Android and iOS applications that communicate with ECG devices.

Mobile applications can provide features such as:

The exact functionality depends on the intended product, users, workflow, and regulatory requirements.

We also provide desktop application development for ECG analysis and medical-device workflows.

Our desktop development capabilities can support Windows and other required environments based on the target product architecture.

Cloud & Backend Development

In most cases, connected ECG systems necessitate reliable backend support for managing devices, users as well as ECG recordings, results of their classification and application data.

Adequate Infosoft creates backend APIs, databases, cloud services, and authentication systems along with platforms for device management, dashboards, and data-processing pipelines in connected ECG ecosystems.

A typical architecture may include:

ECG Device → Mobile/Desktop Application → Secure API → Cloud Platform → Database → Clinical/Administrative Dashboard

Depending on the requirements, the platform can support device registration, user management, ECG data synchronization, classification-result storage, audit logging, notifications, analytics, and integration with other healthcare systems.

Medical IoT & Connected Device Development

Adequate Infosoft is a company that offers development services for devices that links embedded hardware, mobile applications, cloud solutions as well as backend systems using the Internet of Things technology.

Our teams can design solutions according to your specific needs that may incorporate Bluetooth Low Energy, Wi-Fi, cellular communication and any other technology that suits your project.

We provide the complete range of IoT development services including devices provisioning, authentication, safe communication, telemetry, data synchronization, remote configuration, diagnostics and many other services related to managing device's lifecycle.

Medical Device Compliance, Validation & Regulatory Support

We supports medical-device development with engineering practices aligned to applicable quality, safety, cybersecurity, verification, validation, and regulatory requirements.

The service provided by our team includes the production of documentation, ensuring the implementation of appropriate software architecture, performing risk management, and carrying out testing, traceability, verification and validation, preparation of clinical data, ensuring cybersecurity and providing technical support throughout all stages of product development.

Our services include support for ECG classifiers. Specifically, we help clients prepare the technology for certification and approval processes for regulated medical devices through our collaboration with customers and their regulatory, quality, and clinical teams.

Our support can include:

The relevant guidelines, standards, certifications, and regulatory pathways will depend on the intended purpose, classification of the device, target market, clinical claims, and engineering of the product.

Adequate infosoft offers engineering and development assistance while customers and trained regulatory/clinical practitioners are responsible for final regulatory, clinical, and certification decisions.

Turnkey ECG Classifier Development Partner

We can work with startups developing their first medical-device prototype, established manufacturers extending an existing ECG product, healthcare companies building connected monitoring platforms, and organizations requiring specialized engineering resources.

Our team can support projects from requirements and architecture through prototyping, development, integration, testing, deployment, and ongoing maintenance.