Screening toxic transformation products of emerging pollutants in advanced oxidation processes with 3D deep learning and in vitro assays

Key Points

• Toxic transformation products were identified through advanced oxidation processes, leading to important insights.
• Key findings indicate that 3D deep learning effectively screens for pollutants, revealing significant transformation products.
• The approach included in vitro assays to verify the toxicity of the transformation products detected in the screening.
• This highlights the potential for innovative screening methods in assessing environmental safety and pollutions.