Birnivo / SpermVision

SpermVision — AI-assisted microscopy analysis

SpermVision supports candidate detection, tracking, and morphology-oriented pre-analysis in sperm microscopy videos, presenting reviewable outputs for qualified specialists. Designed to support expert assessment, not replace clinical judgment.

Research and controlled evaluation

For research and controlled pilot evaluation. It is not presented as clinically validated diagnostic software and does not replace embryologists, andrology professionals or physicians.

From workspace to specialist review

Actual product interface and example outputs. “Normal” labels and scores are model candidate outputs, not a clinical diagnosis or validated performance result. Specialist review is required.

Expert review

SpermVision expert-review screen with paired microscopy crops and Normal, Abnormal, Uncertain and Exclude controls.
Research example · Requires specialist assessmentOpen full size — Expert review (new tab)

Offline video workspace

SpermVision offline-analysis screen with video input, model preset and candidate display-policy controls.
Research example · Requires specialist assessmentOpen full size — Offline video workspace (new tab)

Reviewable example output

SpermVision example-result screen with microscopy video, candidate counts and decision settings.
Research example · Requires specialist assessmentOpen full size — Reviewable example output (new tab)

Example input frame

Microscopy input frame supplied with the SpermVision example, without candidate overlays.
Input frame from the supplied example.Open full size — Example input frame (new tab)

Example candidate overlay

Microscopy frame with green candidate boxes, track identifiers and model scores from the supplied SpermVision output.
Research example · Requires specialist assessmentOpen full size — Example candidate overlay (new tab)

From video to specialist review

01

Microscopy video

The analysis workflow begins with microscopy video. Data rights, privacy and evaluation conditions must be assessed beforehand.

02

Candidate detection and tracking

Candidates and their tracks are considered for review. A candidate output is not a definitive clinical finding that replaces specialist verification.

03

AI-assisted pre-analysis

Morphology pre-analysis supports specialist assessment. No unverified accuracy rate or diagnostic-performance claim is made.

04

Visual output and expert oversight

Reviewable visual outputs are examined alongside the source video and evaluation context. Final interpretation and use decisions remain with the specialist.

Output context and traceability

Output traceability is assessed through source video, candidate/tracking context and review outputs. No clinical audit certification, specific record format or approved integration is claimed.

Evaluation scope and suitable data require separate discussion. This website offers no public installer, diagnostic service or patient-data upload.

Prepare for product evaluation.

Evaluation scope and suitable data require separate discussion. This website offers no public installer, diagnostic service or patient-data upload.

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