Ainos Partners with NTU to Research Smell AI in Emergency Medicine
Written by Emily J. Thompson, Senior Investment Analyst
Updated: 3 days ago
0mins
Ainos announced a new research program with National Taiwan University, NTU, to explore the use of Smell AI in emergency medicine. The program, titled "Rapid Diagnosis of Dyspneic Patients in the Emergency Department via AI-powered Electronic Nose Technology," will explore the use of Ainos' Smell AI platform to analyze volatile organic compounds in exhaled breath. The goal is to study whether AI-driven breath-print analysis can help emergency physicians more quickly evaluate patients presenting with dyspnea, commonly known as shortness of breath.
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About AIMD
Ainos, Inc. is a dual-platform AI and biotech company advancing SmellTech and immune therapeutics. Its AI Nose platform and smell language model (SML) digitize scent into Smell ID, a machine-readable data, powering applications across robotics, smart factories, and healthcare. It is also developing VELDONA, an oral low-dose interferon therapy targeting rare diseases, autoimmune diseases, infectious diseases, and animal health. Its pipeline includes drug candidates for treating oral warts for human immunodeficiency virus seropositive patients, Sjogren’s syndrome, and feline chronic gingivostomatitis, a cat oral infection. Its product pipeline includes VELDONA Pet, VELDONA human drugs, AI Nose - NISD co-development, AI Nose industrial and robotics application, VOC POCT, VOC POCT Ainos Pen, VOC POCT CHS430, and Synthetic RNA (SRNA). VOC POCT-Ainos Pen is a device intended to be a cloud-connected, multipurpose, portable breath analyzer that is intended to monitor health conditions.
About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
Ainos Expands Smell AI Platform into Emergency Medicine Research
- Research Program Launch: Ainos has partnered with National Taiwan University to initiate the 'Rapid Diagnosis of Dyspneic Patients in the Emergency Department' research program, aiming to utilize Smell AI to analyze volatile organic compounds (VOCs) in exhaled breath, thereby enhancing emergency response efficiency.
- Technology Expansion: This initiative extends Smell AI from environmental monitoring to patient-level digital breath intelligence, investigating whether breath VOC patterns can be converted into machine-readable breath-print Smell IDs, offering a novel diagnostic tool for emergency medicine with significant clinical implications.
- Addressing Clinical Challenges: The research will develop a Deep Dyspnea Differential system to analyze VOC-based breath prints, assisting in differentiating acute exacerbations of chronic obstructive pulmonary disease (AECOPD), acute decompensated heart failure (ADHF), and non-disease control groups, tackling common diagnostic challenges in emergency departments.
- Strategic Vision: Ainos CEO Eddy Tsai emphasized that this research program reflects the company's strategy of applying Smell AI technology in high-value clinical settings, aiming to convert previously inaccessible scent and VOC signals into structured data, thereby advancing developments across healthcare, industrial, and physical AI environments.
See More
AI Nose Technology Expands into Healthcare Infrastructure
- Research Program Launch: Ainos has initiated a research program at National Taiwan University Hospital to deploy AI Nose technology in the emergency department for intelligent environmental monitoring and early warning of overcrowding, expected to generate over 2,500 hours of environmental data to support AI model development for emergency conditions.
- Market Expansion Opportunity: This project signifies Ainos's strategic shift from semiconductor applications to healthcare infrastructure, leveraging AI Nose technology to provide real-time monitoring and risk analysis in complex medical environments, thereby enhancing the company's competitiveness in the healthcare market.
- Environmental Intelligence Infrastructure: The AI Nose technology aims to build healthcare-specific environmental mapping and risk models by analyzing environmental scent patterns and patient flow signals, addressing significant public health challenges related to overcrowding and respiratory infection risks in emergency departments.
- Non-Invasive Monitoring: The study, approved by the Institutional Review Board, emphasizes non-invasive environmental monitoring without patient diagnosis or personal data collection, focusing on environmental-level pattern analysis, showcasing Ainos's potential applications in smart hospitals and public health systems.
See More
Ainos, Inc. Expands Smell AI Platform Across Multiple Markets
- Market Expansion: Ainos, Inc. (NASDAQ:AIMD) continues to expand its Smell AI platform across semiconductor, robotics, and healthcare infrastructure markets, indicating significant multi-domain application potential, with 2026 projected as a key commercialization year.
- Strategic Partnerships: The collaboration with MacKay Memorial Hospital and Topco Scientific marks a significant step in extending the Smell AI platform into healthcare infrastructure, with initial applications focused on environmental monitoring and operational safety, enhancing hospital safety management capabilities.
- Technological Advantage: The Smell AI technology serves as an early-detection perception layer capable of identifying invisible environmental risks such as chemical exposure and airborne contaminants, thereby enhancing safety in both hospital and industrial environments and meeting the rising demand for AI-driven environmental monitoring.
- Industry Outlook: With growing partnerships in healthcare infrastructure and increasing validation from third-party research, Ainos is well-positioned to capture market share in the demand for AI-enabled environmental monitoring and predictive safety systems, driving future revenue growth.
See More
Ainos Updates SIC Code Reflecting AI-Powered Transition
- Industry Classification Update: Ainos has updated its Standard Industrial Classification code from SIC 2834 to SIC 3577, reflecting the company's transition towards AI-driven scent intelligence commercialization, marking a shift from pharmaceuticals to computer peripheral equipment.
- AI Technology Application: The AI Nose platform converts volatile organic compounds into machine-readable Smell ID data, advancing commercial deployments across semiconductor manufacturing, robotics, smart infrastructure, and healthcare, showcasing its broad application potential across multiple industries.
- Market Positioning: The updated classification aligns with Ainos' Global Industry Classification Standard in Technology Hardware, Storage & Peripherals, indicating the company's strategic positioning at the intersection of AI, digital olfaction, and industrial intelligence, enhancing its competitive edge in the market.
- Continuous Innovation: The AI Nose platform integrates high-precision MEMS sensor arrays with proprietary AI algorithms to support ppb-level scent detection sensitivity, aiming to provide ongoing scent intelligence and analytics through a SmellTech-as-a-Service model, driving future growth potential for the company.
See More
F5, Inc. Reports Strong Q1 Results and Raises FY26 Guidance
- Earnings Beat: F5, Inc. reported Q1 earnings of $4.45 per share, exceeding analyst expectations of $3.65 by 21.88%, indicating a significant improvement in profitability that is likely to positively impact stock prices.
- Revenue Growth: The quarterly revenue reached $822.47 million, surpassing the Street estimate of $758.08 million, demonstrating enhanced competitiveness in the market that may attract more investor interest.
- Optimistic Outlook: The company provided second-quarter sales guidance above estimates and raised its FY26 guidance, reflecting management's confidence in future growth, which could further drive stock price increases.
- Positive Stock Reaction: F5 shares jumped 10.9% to $299.99 in pre-market trading, indicating strong market response to its earnings report, which may draw in more investors and bolster market confidence.
See More
Ainos Posts Wider Loss in Fiscal Q2
Financial Performance: Ainos reported a net loss of $4.08 million for Q2 2025, with operating expenses rising 24% year-over-year and cash reserves declining by 68.6%, despite generating its first commercial revenue from the AI Nose platform.
Strategic Developments: The company is transitioning to early-stage commercial deployment, focusing on expanding its AI Nose technology and advancing VELDONA therapies through clinical trials, while securing partnerships to enhance distribution and production capabilities.
See More
Ainos Expands Smell AI Platform into Emergency Medicine Research
- Research Program Launch: Ainos has partnered with National Taiwan University to initiate the 'Rapid Diagnosis of Dyspneic Patients in the Emergency Department' research program, aiming to utilize Smell AI to analyze volatile organic compounds (VOCs) in exhaled breath, thereby enhancing emergency response efficiency.
- Technology Expansion: This initiative extends Smell AI from environmental monitoring to patient-level digital breath intelligence, investigating whether breath VOC patterns can be converted into machine-readable breath-print Smell IDs, offering a novel diagnostic tool for emergency medicine with significant clinical implications.
- Addressing Clinical Challenges: The research will develop a Deep Dyspnea Differential system to analyze VOC-based breath prints, assisting in differentiating acute exacerbations of chronic obstructive pulmonary disease (AECOPD), acute decompensated heart failure (ADHF), and non-disease control groups, tackling common diagnostic challenges in emergency departments.
- Strategic Vision: Ainos CEO Eddy Tsai emphasized that this research program reflects the company's strategy of applying Smell AI technology in high-value clinical settings, aiming to convert previously inaccessible scent and VOC signals into structured data, thereby advancing developments across healthcare, industrial, and physical AI environments.
See More
AI Nose Technology Expands into Healthcare Infrastructure
- Research Program Launch: Ainos has initiated a research program at National Taiwan University Hospital to deploy AI Nose technology in the emergency department for intelligent environmental monitoring and early warning of overcrowding, expected to generate over 2,500 hours of environmental data to support AI model development for emergency conditions.
- Market Expansion Opportunity: This project signifies Ainos's strategic shift from semiconductor applications to healthcare infrastructure, leveraging AI Nose technology to provide real-time monitoring and risk analysis in complex medical environments, thereby enhancing the company's competitiveness in the healthcare market.
- Environmental Intelligence Infrastructure: The AI Nose technology aims to build healthcare-specific environmental mapping and risk models by analyzing environmental scent patterns and patient flow signals, addressing significant public health challenges related to overcrowding and respiratory infection risks in emergency departments.
- Non-Invasive Monitoring: The study, approved by the Institutional Review Board, emphasizes non-invasive environmental monitoring without patient diagnosis or personal data collection, focusing on environmental-level pattern analysis, showcasing Ainos's potential applications in smart hospitals and public health systems.
See More
Ainos, Inc. Expands Smell AI Platform Across Multiple Markets
- Market Expansion: Ainos, Inc. (NASDAQ:AIMD) continues to expand its Smell AI platform across semiconductor, robotics, and healthcare infrastructure markets, indicating significant multi-domain application potential, with 2026 projected as a key commercialization year.
- Strategic Partnerships: The collaboration with MacKay Memorial Hospital and Topco Scientific marks a significant step in extending the Smell AI platform into healthcare infrastructure, with initial applications focused on environmental monitoring and operational safety, enhancing hospital safety management capabilities.
- Technological Advantage: The Smell AI technology serves as an early-detection perception layer capable of identifying invisible environmental risks such as chemical exposure and airborne contaminants, thereby enhancing safety in both hospital and industrial environments and meeting the rising demand for AI-driven environmental monitoring.
- Industry Outlook: With growing partnerships in healthcare infrastructure and increasing validation from third-party research, Ainos is well-positioned to capture market share in the demand for AI-enabled environmental monitoring and predictive safety systems, driving future revenue growth.
See More
Ainos Updates SIC Code Reflecting AI-Powered Transition
- Industry Classification Update: Ainos has updated its Standard Industrial Classification code from SIC 2834 to SIC 3577, reflecting the company's transition towards AI-driven scent intelligence commercialization, marking a shift from pharmaceuticals to computer peripheral equipment.
- AI Technology Application: The AI Nose platform converts volatile organic compounds into machine-readable Smell ID data, advancing commercial deployments across semiconductor manufacturing, robotics, smart infrastructure, and healthcare, showcasing its broad application potential across multiple industries.
- Market Positioning: The updated classification aligns with Ainos' Global Industry Classification Standard in Technology Hardware, Storage & Peripherals, indicating the company's strategic positioning at the intersection of AI, digital olfaction, and industrial intelligence, enhancing its competitive edge in the market.
- Continuous Innovation: The AI Nose platform integrates high-precision MEMS sensor arrays with proprietary AI algorithms to support ppb-level scent detection sensitivity, aiming to provide ongoing scent intelligence and analytics through a SmellTech-as-a-Service model, driving future growth potential for the company.
See More
F5, Inc. Reports Strong Q1 Results and Raises FY26 Guidance
- Earnings Beat: F5, Inc. reported Q1 earnings of $4.45 per share, exceeding analyst expectations of $3.65 by 21.88%, indicating a significant improvement in profitability that is likely to positively impact stock prices.
- Revenue Growth: The quarterly revenue reached $822.47 million, surpassing the Street estimate of $758.08 million, demonstrating enhanced competitiveness in the market that may attract more investor interest.
- Optimistic Outlook: The company provided second-quarter sales guidance above estimates and raised its FY26 guidance, reflecting management's confidence in future growth, which could further drive stock price increases.
- Positive Stock Reaction: F5 shares jumped 10.9% to $299.99 in pre-market trading, indicating strong market response to its earnings report, which may draw in more investors and bolster market confidence.
See More
Ainos Posts Wider Loss in Fiscal Q2
Financial Performance: Ainos reported a net loss of $4.08 million for Q2 2025, with operating expenses rising 24% year-over-year and cash reserves declining by 68.6%, despite generating its first commercial revenue from the AI Nose platform.
Strategic Developments: The company is transitioning to early-stage commercial deployment, focusing on expanding its AI Nose technology and advancing VELDONA therapies through clinical trials, while securing partnerships to enhance distribution and production capabilities.
See More
