Pharma Blockchain Traceability & ADR Detection System
X-twitter Instagram Linkedin-in Pharma Blockchain Traceability & ADR Detection System Overview Tech4Biz proudly introduces a Pharmaceutical Blockchain Traceability & Adverse Drug Reaction (ADR) Detection System, designed to enhance drug safety, supply chain transparency, and regulatory compliance. By integrating AI-powered sentiment analysis for ADR detection with blockchain-based batch traceability, this system ensures authenticity, security, and data […]
Ventilator Failure Prediction and Alert System
https://showcase.tech4bizsolutions.com/wp-content/uploads/2025/02/Screencast-from-02-04-2025-01_01_56-PM.webm The system forecasts ventilator failures by analyzing performance data with machine learning. It monitors failure risks in real-time through Grafana, sending alerts via Prometheus when failure probabilities surpass a predefined threshold. Click here to view the demo: medicomachineries.tech4bizsolutions.com Implementation Highlights Load the CSV file with ventilator performance data and the trained predictive model using […]
CT Scan Machine Failure Prediction and Alert System
https://showcase.tech4bizsolutions.com/wp-content/uploads/2025/01/Screencast-from-02-06-2025-12_10_03-PM.webm This system predicts potential CT scan machine failures using sensor data and machine learning. It provides real-time insights through Grafana dashboards and triggers alerts via Prometheus when failure risks exceed set thresholds. Click here to view the demo: medicomachineries.tech4bizsolutions.com Implementation Highlights Load the CSV file containing sensor data and the pre-trained machine learning model […]
Securing Drug Manufacturing and Quality Control Systems
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Safeguarding Automated Filtration and Distribution Systems
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Oil & Gas Industry: Securing Pipelines and Refinery Operations
X-twitter Facebook-f Linkedin-in Protecting pipelines and refinery processes against cyber threats that can alter sensor readings, pressure levels, and flow rates, potentially leading to safety hazards. Implementation Highlights Real-time monitoring and alert systems to detect unusual spikes in sensor data, which may indicate an intrusion. Implementation of physical security measures, like biometric access, for critical […]
Securing Automated Sorting and Tracking Systems
X-twitter Facebook-f Linkedin-in Ensuring the security of automated sorting systems in logistics centers, protecting against attacks that could disrupt package tracking and delivery operations. Implementation Highlights Access control measures tailored to OT devices to prevent unauthorized changes in routing algorithms. Encryption of data flowing between OT sensors and central logistics management systems. Segregation of networks […]
Energy Sector: Protecting Power Distribution Systems
X-twitter Facebook-f Linkedin-in Securing power distribution networks against cyberattacks targeting transformers, circuit breakers, and load balancing systems, which could lead to widespread power outages. Implementation Highlights Deployment of intrusion detection and prevention systems (IDPS) specific to OT environments. Secure firmware updates to prevent malware insertion in intelligent electronic devices (IEDs). Real-time monitoring of grid control […]
AI in Chest X-Rays: Using DenseNet-121 for Enhanced Diagnosis
X-twitter Facebook-f Linkedin-in Harnessing the power of DenseNet-121, we revolutionize chest X-ray analysis by delivering unparalleled precision and scalability. This advanced deep learning model excels in feature extraction, enabling accurate and efficient diagnosis across diverse medical datasets. Click here to view the demo: http://medicalscanlab.tech4bizsolutions.com/ Implementation Highlights Normalize image intensity, resize to 224×224, and augment data […]
Securing Automated Production Lines in Manufacturing
X-twitter Facebook-f Linkedin-in Protecting automated manufacturing lines from cyber threats that can disrupt production or alter machine settings, potentially causing defects in the final product. Implementation Highlights Network segmentation to isolate critical OT systems from IT and other networks. Advanced anomaly detection for spotting unauthorized access attempts in real-time. Multi-layered access controls and monitoring to […]