ReviewTranslational andrology and urology2021
The validity and reliability of computer-aided semen analyzers in performing semen analysis: a systematic review.
Review in Translational andrology and urology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
47 citing papers in PubMed, 1 synthesis or guideline pooled it, 84 citations in OpenAlex.
- Phthalates as the silent saboteurs of male fertility via changes in semen quality: a systematic review.Reproductive biology and endocrinology : RB&E · 2026Pooled it
- Comparative Assessment of Manual Versus Automated Semen Analysis and the Role of Novel Biomarker Calprotectin in Screening for Male Factor Infertility.Iranian journal of pathology · 2026Article
- Low folate status and related polymorphisms are associated with lower sperm quality in healthy males: The Lifestyle and Environmental Determinants of Seminogram and Other Male Fertility-Related Parameters (Led-Fertyl) cross-sectional study.The American journal of clinical nutrition · 2026Article
- AI-enabled precision reproductive medicine: a comprehensive review of clinical applications, decision frameworks, and evidence-based implementation.Journal of assisted reproduction and genetics · 2026Review
- Sperm morphology indices as exploratory screening tools for elevated DNA fragmentation: a single-centre correlation and threshold derivation study.BMC urology · 2026Article
- Computer-Assisted Sperm Analysis (CASA) Versus Manual Evaluation and the Clinical Significance of Sperm Hyperactivated Motility.Andrology · 2026Article
- Validation of a Novel Smartphone-Based Point-of-Care Semen Analysis System to Evaluate Male Reproductive Potential: A Concordance Study with Computer-Assisted Sperm Analysis.Diagnostics (Basel, Switzerland) · 2026Article
- Gut Microbial Dysbiosis and Male Reproductive Health: Current Insights and Future Directions.International journal of molecular sciences · 2026Review
- Utilization of artificial intelligence in Men's Health: Opportunities for innovation and quality improvement.International journal of impotence research · 2026Review
- Integrating Sperm Microscopy, Environmental Exposures, and Lifestyle Factors for Male Fertility Analysis: Protocol for the Nippon Semen and Environmental Exposure Database (N-SEED) Cross-Sectional Study.JMIR research protocols · 2026Article
- Divergent long-term trends in semen quality and reproductive hormones across the COVID-19 pandemic era in infertile men: an age-stratified retrospective study.Basic and clinical andrology · 2026Article
- Preventive Strategies and Biomarkers in Male Reproductive Health from Multidisciplinary Perspective: Narrative Review.Medicina (Kaunas, Lithuania) · 2026Review
- An Artificial Intelligence-Based Computer Vision Model for Human Sperm Concentration, Motility, and Kinematics Analysis.Smart medicine · 2026Article
- A framework for evaluating predicted sperm trajectories in crowded microscopy videos.PLoS computational biology · 2026Article
- Still counting sperm? Why novel, truly informative measurements of testis function in male infertility are urgently needed.Endocrine · 2025Review
- Beyond swimming: emerging parameters for predicting the fertility of mouse spermatozoa.Lab animal · 2025Review
- Comparing remote smartphone-based semen assessments with laboratory evaluations in men unselected for fertility concerns.Fertility and sterility · 2025Article
- Category-Aware Two-Stage Divide-and-Ensemble Framework for Sperm Morphology Classification.Diagnostics (Basel, Switzerland) · 2025Article
- A Comprehensive Mass Spectrometry-Based Proteomic Dataset of Human Spermatozoa.Scientific data · 2025Article
- Effect of Pre-Freezing 18 °C Holding Time on Post-Thaw Motility and Morphometry of Cryopreserved Boar Epididymal Sperm.Animals : an open access journal from MDPI · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundComputer-aided sperm analyzers (CASA) are currently used worldwide for semen analysis. However, there are doubts about their reliability to fully substitute the human operator. Therefore, this study aimed to systematically review the current literature comparing results from semen evaluation by both CASA-based and manual approaches.
methodsA systematic screening of the literature was performed based on the PRISMA guidelines and by searching on PubMed, Scopus, and Embase databases.
resultsA total of 14 studies were included. Our results showed a high degree of correlation for sperm concentration and motility when analysis was performed either manually or by using a CASA system. However, CASA results showed increased variability in low (<15 million/mL) and high (>60 million/mL) concentration specimens, while sperm motility assessment was inaccurate in samples with higher concentration or in the presence of non-sperm cells and debris. Morphology results showed the highest level of difference, due to the high amount of heterogeneity seen between the shapes of the spermatozoa either in one sample or across multiple samples from the same subject.
conclusionsOverall, our study suggests CASA systems as a valid alternative for the evaluation of semen parameters in clinical practice, especially for sperm concentration and motility. However, further technological improvements are required before these devices can one day completely replace the human operator. Artificial intelligence-based CASA devices promise to offer higher efficiency of the analysis and improve the reliability of results.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.