Techcyte and Conflux Bring Transformative AI-Native Reporting to the Digital Pathology Workflow
Editor2026-08-21T13:30:19+00:00Techcyte, a leader in AI-powered digital pathology, and Conflux, a diagnostic intelligence company building AI-native workflows for pathology, today announced a partnership to integrate Conflux directly into the Techcyte Fusion® digital pathology platform. The integration enables pathologists to dictate reports, control report content with natural-language instructions, use existing templates and shortcuts, and complete structured reporting workflows [...]









![Figure 1: Fine-tuning improves robustness and performance jointly. Each foundation model is shown before (open circle) and after (filled circle) fine-tuning. The x-axis is the average PathoROB robustness index over three datasets, where higher values indicate greater robustness; the y-axis is the normalized rank sum over the HEST, THUNDER and Patho-Bench benchmarks, rescaled to [0, 1] so that 1 corresponds to the best achievable performance.](https://www.pathologynews.com/wp-content/uploads/2020/07/embedding-figure-800x600-1.png)
