# Predictive 3D Cell Models The 'Allen Integrated Cell' Uses AI to Peer Inside Living Human Cells By Joey Haar | Published 2018-05-10 | Tech Source: Trend Hunter, https://www.trendhunter.com/trends/allen-integrated-cell References: [engadget](https://www.engadget.com/2018/05/10/ai-new-3d-model-predictive-human-cells-biology/) Biologists can't often conduct work on living human cells (since people tend to need their living cells for living), but the new Allen Integrated Cell from the [Allen Institute](https://www.trendhunter.com/trends/satlas-ai) uses [predictive AI](https://www.trendhunter.com/trends/large-medical-model) to accurately peer inside cells as they behave while alive. The program gives biologists the ability to effectively look at a complete, functioning cell, whereas in the past they would have to make deductions based on one part of a cell at a time. To create the Allen Integrated Cell, scientists at the Allen Institute injected specific structures within cells with fluorescent material. The scientists then trained a [neural network](https://www.trendhunter.com/trends/andrew-zhou) to recognize the patterns in how each of these structures behaved, and the AI was able to create a holistic model based on everything that it had learned. ## Trend Insights (Trend Hunter) - Score: 1.0/10 - Popularity: 11% | Activity: 10% | Freshness: 8% - Audience gender: 50% men, 50% women - Primary generations: Millennial, Gen X - Top markets: North America ## Categories [Trend Hunter](https://www.trendhunter.com/trends) > [Tech](https://www.trendhunter.com/tech) > [AI](https://www.trendhunter.com/ai) ## Key Themes ### Key Themes Behind This Trend - **Predictive AI:** Using predictive AI to accurately peer inside living human cells. - **Complete Cell Analysis:** Enabling biologists to effectively analyze a complete, functioning cell. - **Neural Network Training:** Training a neural network to recognize patterns in cell structures' behavior. ### Where This Applies - **Biotechnology:** Innovations in predictive 3D cell models offer disruptive opportunities for the biotechnology industry. - **Medical Research:** Advanced cell analysis techniques provide disruptive potential for medical research and understanding of human cells. - **Artificial Intelligence:** The integration of AI and cell analysis presents disruptive innovation opportunities in the field of artificial intelligence. ## Related on Trend Hunter - [AI-Powered Cellular Intelligence Platforms](https://www.trendhunter.com/trends/cellular-intelligence-platform.md) - [Biology-Focused AI Models](https://www.trendhunter.com/trends/bioptimus.md) - [AI Defect Mapping Tools](https://www.trendhunter.com/trends/chungnam-national-university.md) - [Rapid Cell Analyzers](https://www.trendhunter.com/trends/cell-analyzer.md) - [AI Mitosis Detectors](https://www.trendhunter.com/trends/aiosyn.md) - [AI-Powered Research Platforms](https://www.trendhunter.com/trends/biolysis.md) - [Cancer-Detecting AI Models](https://www.trendhunter.com/trends/paige.md) - [AI Drug Platforms](https://www.trendhunter.com/trends/insilico-medicine-mmai.md) - [Biomolecular AI Foundation Models](https://www.trendhunter.com/trends/biomolecular-research.md)