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AI Models for Faster, More Accurate Cancer Diagnosis

Boğaziçi University researchers created AI models, PathoSeg and PathopixGAN, to significantly improve cancer diagnosis speed and accuracy. These models enhance cell and tissue segmentation and address data limitations through artificial image generation.

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TechnologyHealthArtificial IntelligenceHealthcareCancerDiagnosis

Boğaziçi ÜniversitesiElsevier

Mehmet Turan

How does the PathoSeg model improve cancer diagnosis?: PathoSeg accelerates and enhances the segmentation of cells and tissues, leading to more efficient and precise cancer detection.
What are the researchers' hopes for the impact of their work?: The researchers hope their work will serve as a reference point for AI adoption in clinical diagnosis and contribute to wider AI use in healthcare.
What problem does PathopixGAN solve, and how does it achieve this?: PathopixGAN addresses issues in histopathology data by generating realistic artificial images, expanding the model's training dataset.
What is the main purpose of the AI models developed at Boğaziçi University?: Boğaziçi University researchers developed AI models, PathoSeg and PathopixGAN, to improve cancer diagnosis speed and accuracy.
What are the overall benefits of these AI models for cancer diagnosis and treatment?: The models aim to improve diagnostic accuracy, reduce doctors' workload, and facilitate faster, reliable, and personalized cancer treatment.

Jan 4, 07:10

Shanghai Establishes First Medical AI Application Testing Center

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Dec 19, 13:11

Corsmed Secures $3.5M to Revolutionize MRI Scans

Greek deep tech startup Corsmed raised $3.5 million in funding for its software that reduces brain MRI scan times from 40-45 minutes to under 5 minutes, potentially increasing patient access and hospital efficiency. The investment was led by Luminar Ventures and Big Pi Ventures.

Dec 18, 16:15

AI Chatbots Offer Emotional Support, But Raise Ethical Concerns

AI chatbots are being used for emotional support, offering accessibility but raising concerns about accuracy, bias, and privacy; experts recommend using them in conjunction with human therapy.

Dec 18, 16:15

AI Chatbots Offer Emotional Support, Raising Ethical Concerns

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