BI Agnostix UG

BI Agnostix - Patient Centered Dermatology

Psoriasis and eczema are commonly found skin diseases in Dermatology. Due to their chronic nature and frequent recurrences, they require long-term and consistent treatment. Until now, this has necessitated personal appointments with specialists at set times. However, this approach does not adequately accommodate the dynamic nature of these conditions.
Drawing inspiration from this, our experts aim to revolutionize the way we approach skin diseases. Recognizing the persistent and recurring nature of conditions like psoriasis and eczema, we are developing cutting-edge technology that adapts to the changing demands of these diseases.
Our vision is to transition away from the constraints of scheduled, in-person appointments with specialists, and towards a more dynamic, patient-centric model. This will allow for a more responsive and continuous approach to treatment, truly reflecting the chronic course of these conditions.
Our commitment is to empower patients and bring care closer to them, using technology to prevent skin diseases and improve quality of life. Together, let's transform the way we handle skin health, one innovation at a time.

Why BI Agnostix

Discover Why BI Agnostix is Your Ideal Partner in Innovation

Medical IoT & More

Embedded Systems / Full-Stack & Cloud Excellence

Case Study

Patient Centered Psoriasis Vulgaris Treatment with BIAG KIT

technology

Discover Why BI Agnostix is Your Ideal Partner in Patient Centered Dermatology

BI Agnostix is dedicated to the betterment of Germany's healthcare system through the power of digitalization. We're committed to the development of deep learning-based mobile applications in the field of medicine, specifically for the prevention of skin diseases.

Our ML assistance-based deep learning models are focused on diagnosing and supporting the treatment of Psoriasis Vulgaris. These state-of-the-art models, backed by our sophisticated deep learning software, BIAG KIT, provide a foundation for more efficient drug research against skin diseases.

BI Agnostix is also pioneering in the integration of hardware – leveraging tactile tools for remote diagnosis of Psoriasis Vulgaris. This involves the use of cutting-edge technologies, such as IoT, embedded systems, and low-performance computing.

Moreover, we ensure secure transmission of medical data via cloud integration and the application of deep learning models. We take your data security and privacy very seriously. As such, our medical applications are GDPR (DSGVO in German) and BfArM compliant, prioritizing the safe and ethical handling of sensitive health information.

With BI Agnostix, you're investing in the future of digital health – a future that's innovative, dynamic, and patient-focused. Join us on our mission to transform healthcare and improve lives through technology.

technology

Embedded Systems and IoT Excellence for Your Medical IoT Project

At BI Agnostix, we specialize in developing sophisticated IoT devices for digital health. Our solutions are powered by the Jetson Nano, a flexible microcomputer known for its reliability. We utilize the MQTT protocol to ensure efficient data transfer, even in situations with constrained network conditions. Our skilled developers use C++ for programming ESPs and coordinate with a Python Flask server for robust data handling and device communication. Our user interfaces, crafted with HTML, CSS and JS, prioritize simplicity for intuitive user interaction. These devices are deployed on an Alpine Linux platform, guaranteeing stability, security, and high performance. This comprehensive technology stack allows us to create IoT devices that are adaptable, efficient, and perfectly suited to meet your healthcare needs.

embedded-systems

Surpass the limits of Your Inference: BIAG KIT on Deep Learning Stations and Edge ML Servers

Revolutionize your healthcare technology with BI Agnostix's BIAG KIT, our adaptable software solution. Designed for deployment on both high-capacity tower PCs, our "Deep Learning Stations," and on agile edge ML servers, BIAG KIT is tailored to meet your complex medical data processing needs efficiently, adapting seamlessly to the evolving landscape of modern healthcare.

Your Deep Learning Stations, powered by BIAG KIT, are built for rigorous data analysis and model training. They form the core of your research and development, enabling you to conduct comprehensive studies and drive innovations in medical technology. These stations are equipped to manage large datasets, playing a crucial role in advancing your medical research and developing novel treatment methods.

Conversely, when you deploy BIAG KIT on edge ML servers, it addresses the urgent, real-time challenges of clinical environments. This deployment provides you with the capability for swift diagnosis and immediate decision-making, vital in high-pressure medical situations. The speed and efficiency of edge ML servers, integrated with BIAG KIT, ensure that you can offer prompt and effective patient care in any clinical setting.

cloud-computing

Improve Your Patient Centered Progression Diagnosis - With Fast, Reliable and Secure Data From Our Cloud Servers

At BI Agnostix, our software stack is more than a list of technologies; it's the backbone of our commitment to delivering top-notch, innovative solutions that address your unique needs.

Jetson Nano: Central to our operations is the NVIDIA Jetson Nano, a potent computing platform that empowers us to deliver proficient ML and machine learning solutions. Its superior processing speed and aptitude for intricate computations allow us to manage extensive datasets and execute advanced algorithms smoothly. This robust technology lays the foundation for efficient, data-driven operations.
Frontend: Recognizing the crucial role of user experience, our proficiency in frontend development ensures your applications are not only operational but also aesthetically pleasing and user-centric. Our team is skilled in using React, a sought-after JavaScript library known for constructing interactive UIs, resulting in a seamless and engaging user experience.
Cloud: Capitalizing on the power of cloud computing, we offer scalable, adaptable, and cost-effective solutions. The cloud allows us to comfortably accommodate your evolving needs and manage large volumes of data with ease. This approach delivers faster insights and superior data management capabilities.
Wide Range of Tools: Our team's versatility enables us to work effectively with an array of tools like Raspberry Pi, Python, C#, C++, Linux, ROS2, Docker, and many others. This breadth of technical expertise allows us to customize solutions that align with your specific requirements, ensuring optimal performance and smooth integration with your existing infrastructure.

embedded-systems

Our Commitment to ML as a Core Technology

At BI Agnostix, ML isn't just an afterthought - it's a core technology. We believe in the transformative power of ML and we've made it central to our mission of revolutionizing the prevention and treatment of skin diseases.

Our team of experts is adept at leveraging a broad array of sensor data processing algorithms to drive innovation and cater to your unique needs. This wealth of expertise, combined with our deep learning approach, enables us to interpret complex sensor data effectively.

Through deep learning, we train neural networks on vast amounts of data, building models that excel in identifying subtle patterns and making precise predictions. This has a direct impact on your operations, enhancing your ability to anticipate changes and make informed decisions.

In terms of Heat Map Estimation, we're capable of converting sensor data into visual representations, making it easy for you to identify areas of interest swiftly. Whether you're assessing skin health or tracking the progress of a treatment, our heat map estimations can provide you with the critical information you need.

Our expertise extends to Computer Vision, where we employ advanced techniques to interpret visual data from sensors. This transforms raw images and videos into actionable insights tailored to your needs. Our proficiency spans object detection, image classification, and semantic segmentation, unlocking a wealth of information from visual data. Whether it's analyzing skin conditions, identifying changes over time, or enabling more accurate diagnosis, our computer vision capabilities are ready to empower you.

Further, our Physics-based Area Estimation techniques provide you with highly accurate assessments of spatial extents, supporting a variety of tasks that rely on precise area measurements. This is particularly valuable in dermatology, where accurately assessing the size and extent of skin conditions is crucial.

With BI Agnostix, you are at the forefront of ML innovation in dermatology. We're here to provide AI-powered solutions that not only enhance your operations but also pave the way for future advancements in skin health.

case-study

Case Study - A Novel Approach to Psoriasis Vulgaris progression diagnosis with BIAG KIT

Psoriasis Vulgaris and eczema are common skin conditions characterized by chronic progression and frequent relapses, requiring long-term and continuous treatment. Traditionally, this entails in-person appointments with specialists at fixed times, which often fails to accommodate the dynamic nature of the diseases.

With BIAG KIT, we are transforming this process with a mobile app, aimed at enhancing patient care via a demand-driven virtual visit. We are developing an AI-assisted system for interaction, diagnostics, and therapy that bridges the gap between virtual and physical processes.

Leveraging mobile applications and cloud technology, our dermatologists can utilize a camera to non-invasively capture and assess changes in skin texture and circulation. Combined with a sensor-equipped glove, they can virtually "feel" the skin, enabling early progression diagnosis. This approach facilitates easier categorization, faster initiation of necessary treatments, and provides a more transparent view of the treatment process and its documentation.

Furthermore, our system fosters an improved doctor-patient relationship through enhanced interaction and psychological feedback. The ability to monitor and evaluate skin conditions digitally, from the comfort of your home, provides peace of mind and encourages proactive participation in the treatment journey.
The innovation of this app extends beyond immediate patient care. It has the potential to dramatically improve patient care through AI, data visualization, and individualized coaching by the system. The virtual capturing of the disease opens up long-term possibilities for remote treatments, enabling you to manage your skin health with greater flexibility and convenience.
Beyond this, the system offers a promising perspective for cost savings in the healthcare system. With BI Agnostix, you have a partner that brings the future of digital health to your doorstep, changing the way we approach, diagnose, and treat skin conditions like Psoriasis Vulgaris.

BI Agnostix is dedicated to the betterment of Germany's healthcare system