Welcome to NeuralPathogen Think Tank: Unraveling the Complexities of HIV through AI and Big Data

At NeuralPathogen Think Tank, we stand at the forefront of a groundbreaking journey into the depths of one of the most challenging and significant medical puzzles of our time: HIV/AIDS. Here, I combine the power of machine learning and big data to gain unprecedented insights into the HIV virus, its impact on the human body, and the immune system's intricate response.

My Research Focus

My current research revolves around harnessing existing data on HIV to develop advanced machine learning models. These models are designed to delve deeper into the virus's behavior and its interactions with the human body. By analyzing patterns and correlations that were previously hidden in vast datasets, we aim to uncover new understandings of the disease.

The Impact on Vaccine Development

A significant part of our work focuses on vaccine development. By applying AI to our extensive data, I hope to accelerate the creation of an effective HIV vaccine. The insights gained from our research are not just theoretical but are aimed at tangible outcomes that could revolutionize how HIV is prevented.

Advancing HAART Therapy and PrEP

My research also extends to improving existing treatments such as Highly Active Antiretroviral Therapy (HAART) and Pre-exposure Prophylaxis (PrEP). By analyzing treatment data through machine learning algorithms, I strive to optimize these therapies, making them more effective and accessible.

Our Commitment

At NeuralPathogen Think Tank, our commitment goes beyond research. We aim to create a dialogue, a community of scientists, healthcare professionals, and anyone interested in the cutting-edge intersection of virology, immunology, and AI. Together, we believe we can make significant strides in understanding and combating HIV/AIDS.

Join me in this exciting and meaningful journey as we explore, learn, and share groundbreaking discoveries at the nexus of big data, AI, and HIV research.

Mandana D Fathabad

Founder, NeuralPathogen Think Tank

Deciphering HIV Pathogenesis: A Deep Dive into Viral Entry, Immune Evasion, and Host Responses in HIV infection and novel aspects of AI/ML in HIV research

5 Mar 2024 18:11

This comprehensive literature review provides an overview on the variety  mechanisms of HIV-1 pathogenesis, focusing on viral entry, immune evasion strategies, and the host immune responses. This review presents a summary of  HIV initial invasion processes, detailing how HIV utilizes CD4+ T cells, macrophages, and dendritic cells, and the critical roles of co-receptors CCR5 and CXCR4 in mediating viral entry. The review dissects the sophisticated mechanisms by virus to evade immune system, including the formation of viral reservoirs, mutations, and the induction of immune exhaustion, highlighting the persistent challenge of HIV latency and  implications for cure strategies.

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