Mentis AI
Healthcare
HistopathologistsrequiredforAIProstatePathologyProject
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Histopathologists required for AI Prostate Pathology Project at Mentis AI. Skills: Prostate Pathology, AI Annotation, Gleason Score Classification. Perform polygon and region-based annotation. Annotate prostate cancer whole slide images”
Industry & Context.
Analytical skills
What They're Looking For.
Must Have
GMC-registered Histopathologist, Active licence to practise in the UK, Registrar at ST3 level or above, Consultant grade, Familiarity with Gleason grading, Familiarity with pathology workflows, Familiarity with diagnostic terminology, Familiarity with whole slide image interpretation, Excellent analytical skills, Excellent clinical summarisation skills, High attention to detail, Commitment to clinical accuracy
Nice to Have
Oncological pathologists encouraged, Uropathologists encouraged
What You'll Do.
Perform polygon and region-based annotation
Annotate prostate cancer whole slide images
Support training of classification model
Delineate regions of interest precisely
Ensure annotations reflect diagnostic reasoning
Assess quality and accuracy of dataset
Document findings clearly
Support refinement of annotation protocol
Improve dataset and model quality
How You'll Work.
Team & Collaboration
Collaborate with AI researchers; Partnering with researchers; Partnering with clinicians
Communication Scope
Document findings clearly
Full Job Description
Mentis AI is recruiting GMC-registered Histopathologists both Registrars (ST3+) and Consultants to participate in an upcoming AI annotation project focused on prostate pathology. This is an opportunity for UK-based pathology specialists to play a direct role in shaping how AI understands and interprets real-world histopathological data, from whole slide images to diagnostic classification. As part of this project, you'll collaborate with AI researchers to annotate, segment, and refine the data underpinning the AI systems being developed. This role is fully remote, flexible, and well-suited to registrars and consultants balancing existing clinical, academic, or research commitments. The project is starting soon and is expected to run for approximately 2–3 months. ABOUT MENTIS AI At Mentis AI, we're helping companies build the next generation of clinically grounded artificial intelligence. We work directly with specialists to ensure their AI is safe, accurate, and aligned with how medicine is practised. As a clinical expert contributor, you'll have hands-on exposure to frontier AI model development in pathology partnering with researchers and fellow clinicians to directly influence the future of diagnostic technology and patient care. PROJECT OVERVIEW Pathologists will be given access to a prostate cancer whole slide image (WSI) dataset and tasked with the following: - Semantic Segmentation: Perform polygon and region-based annotation of prostate cancer whole slide images to support the training of a continuous Gleason score classification model. - Annotation Accuracy: Delineate regions of interest precisely and consistently, ensuring annotations reflect sound diagnostic reasoning. - Quality Review: Assess the quality and accuracy of the dataset and associated labels, identifying errors, inconsistencies, or gaps. - Feedback & Reporting: Document findings clearly to support refinement of the annotation protocol and improvement of overall dataset and model quality. - An
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