Konstantinos Moutselos
PulseAugur coverage of Konstantinos Moutselos — every cluster mentioning Konstantinos Moutselos across labs, papers, and developer communities, ranked by signal.
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Histopathology AI models' accuracy hinges on tissue detection method
A new research paper explores how the initial tissue detection step in histopathology artifact detection pipelines can significantly impact the accuracy of diffusion-based models. By testing different tissue detection m…
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New LoRA fine-tuning method improves histopathology artifact detection
Researchers have developed a novel technique to improve LoRA fine-tuning for diffusion-based artifact detection in histopathology. By conditioning the fine-tuning process on random Gaussian embeddings, the method consis…
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AI models in pathology gain robustness through new benchmarking and artifact generation techniques
Two new research papers explore methods for improving the reliability and robustness of AI models in computational pathology. The first paper, "Reliable Benchmarking of Artifact Detection in Computational Pathology," pr…