Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Research graph
References from Automated sperm tracking using deep learning for high-resolution analysis of motility. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
OpenCASA: A new open-source and scalable tool for sperm quality analysis
10.1371/journal.pcbi.1006691 · 2019 · External reference
Computer-assisted sperm analysis (CASA): Capabilities and potential developments
10.1016/j.theriogenology.2013.09.004 · 2014 · External reference
Unraveling sperm kinematic heterogeneity with machine learning
10.4103/aja202544 · 2026 · External reference
Extended semen examinations in the sixth edition of the WHO Laboratory Manual for the Examination and Processing of Human Semen: Contributing to the understanding of the function of the male reproductive system
10.1016/j.fertnstert.2021.11.034 · 2022 · External reference
10.64898/2025.12.23.696226
10.64898/2025.12.23.696226 · 2025 · External reference
Human sperm subpopulations: Relationship between functional quality and protein tyrosine phosphorylation
10.1093/humrep/deh040 · 2004 · External reference
Central role of soluble adenylyl cyclase and cAMP in sperm physiology
10.1016/j.bbadis.2014.07.013 · 2014 · External reference
napari: A python multi-dimensional image viewer platform for the research community
10.1017/s1431927622006328 · 2022 · External reference
Sperm capacitation in humans is transient and correlates with chemotactic responsiveness to follicular factors
10.1073/pnas.92.24.11039 · 1995 · External reference
Single-cell three-dimensional tracking by means of neural networks for sperm rolling classification
10.1098/rsif.2025.0160 · 2025 · External reference
TrackMate 7: Integrating state-of-the-art segmentation algorithms into tracking pipelines
10.1038/s41592-022-01507-1 · 2022 · External reference
Mammalian sperm motility: Observation and theory
10.1146/annurev-fluid-121108-145442 · 2011 · External reference
CASA: Tracking the past and plotting the future
10.1071/rd17420 · 2018 · External reference
Stimulation and maintenance of ejaculated bovine spermatozoan respiration and motility by caffeine
10.1093/biolreprod/5.3.336 · 1971 · External reference
Implementing an open-access CASA software for the assessment of stallion sperm motility: Relationship with other sperm quality parameters
10.1016/j.anireprosci.2016.11.003 · 2017 · External reference
A framework for evaluating predicted sperm trajectories in crowded microscopy videos
10.1371/journal.pcbi.1013955 · 2026 · External reference
10.1007/978-3-031-70381-2_2
10.1007/978-3-031-70381-2_2 · 2024 · External reference
Robust single particle tracking in live cell time-lapse sequences
10.1038/nmeth.1237 · 2008 · External reference
Effect of elevated calcium concentration on fertilization of rat oocytes in vitro
10.1002/mrd.1120010308 · 1978 · External reference
A dynamic basal complex modulates mammalian sperm movement
10.1038/s41467-021-24011-0 · 2021 · External reference
Strange kinetics of bulk-mediated diffusion on lipid bilayers
10.1039/c6cp00937a · 2016 · External reference
Cyclic adenosine 3′,5′monophosphate-dependent regulation of protein tyrosine phosphorylation in relation to human sperm capacitation and motility
10.1095/biolreprod55.3.684 · 1996 · External reference
Only a subpopulation of mouse sperm displays a rapid increase in intracellular calcium during capacitation
10.1002/jcp.26883 · 2018 · External reference
A review of progress in single particle tracking: From methods to biophysical insights
10.1088/0034-4885/78/12/124601 · 2015 · External reference
What is the importance of sperm subpopulations?
10.1016/j.anireprosci.2021.106844 · 2022 · External reference
Statistical Series: Opportunities and challenges of sperm motility subpopulation analysis
10.1016/j.theriogenology.2010.11.034 · 2011 · External reference
Computerized semen analysis
10.1016/s0015-0282(16)59678-2 · 1988 · External reference
The future of computer-aided sperm analysis
10.4103/1008-682x.154312 · 2015 · External reference
Quantitative evaluation of methods to analyze motion changes in single-particle experiments
10.1038/s41467-025-61949-x · 2025 · External reference
Dynamic relocation of PKA regulatory subunits during sperm capacitation: Linking PKA to the CatSper signaling complex
10.1073/pnas.2501741122/suppl_file/pnas.2501741122.sapp.pdf · 2025 · External reference
Oscillatory active Brownian motion: A minimal model for sperm dynamics
10.1088/1367-2630/aea700 · 2026 · External reference
Effect of bovine sperm separation by either swim-up or Percoll method on success of in vitro fertilization and early embryonic development
10.1016/0093-691x(95)00271-9 · 1995 · External reference
Cyclic adenosine monophosphate (cAMP) analog and phosphodiesterase inhibitor (IBMX) ameliorate human sperm capacitation and motility
10.1016/j.androl.2021.02.003 · 2022 · External reference
Implementation of novel statistical procedures and other advanced approaches to improve analysis of CASA data
10.1071/rd17479 · 2018 · External reference
Sustained soluble adenylyl cyclase (sAC)-generated cAMP is necessary and sufficient for hyperactivated motility in human sperm
10.1093/humrep/deaf225 · 2026 · External reference
Redistribution of a rat sperm epididymal glycoprotein after in vitro and in vivo capacitation
10.1002/mrd.1080310107 · 1992 · External reference
A new computational approach, based on images trajectories, to identify the subjacent heterogeneity of sperm to the effects of ketanserin
10.1002/cyto.a.24732 · 2023 · External reference
Fiji: An open-source platform for biological-image analysis
10.1038/nmeth.2019 · 2012 · External reference
An artificial intelligence-based computer vision model for human sperm concentration, motility, and kinematics analysis
10.1002/smmd.70026 · 2026 · External reference
Refined trajectory smoothing and deep learning classification of human sperm motility
10.1093/humrep/deag005 · 2026 · External reference
Sperm motility: Models for dynamic behavior in complex environments
10.1007/978-3-319-96842-1_7 · 2018 · External reference
Cellpose: A generalist algorithm for cellular segmentation
10.1038/s41592-020-01018-x · 2021 · External reference
Control of hyperactivation in sperm
10.1093/humupd/dmn029 · 2008 · External reference
Sperm transport in the female reproductive tract
10.1093/humupd/dmi047 · 2006 · External reference
Sperm kinematics and morphometric subpopulations analysis with CASA systems: A review
10.15517/rbt.v67i6.35151 · 2019 · External reference
Are sperm parameters able to predict the success of assisted reproductive technology? A retrospective analysis of over 22,000 assisted reproductive technology cycles
10.1111/andr.13123 · 2022 · External reference
Understanding the molecular basis of sperm capacitation through kinase design
10.1073/pnas.0811895106 · 2009 · External reference
Capacitation of mouse spermatozoa. I. Correlation between the capacitation state and protein tyrosine phosphorylation
10.1242/dev.121.4.1129 · 1995 · External reference
David Garbers and the birth of cAMP biology in mammalian sperm
10.1002/mrd.23773 · 2024 · External reference
Roadmap on deep learning for microscopy
10.1088/2515-7647/ae0fd1 · 2026 · External reference
Ergodic and nonergodic processes coexist in the plasma membrane as observed by single-molecule tracking
10.1073/pnas.1016325108/suppl_file/pnas.1016325108_si.pdf.pdf · 2011 · External reference
U-Net: Convolutional networks for biomedical image segmentation
10.1109/access.2021.3053408 · 2021 · External reference
Ergodicity breaking on the neuronal surface emerges from random switching between diffusive states
10.1038/s41598-017-05911-y · 2017 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
1994 · External reference
Biphasic chemokinesis of mammalian sperm
10.1103/physrevlett.130.248401 · 2023 · External reference
Rolling controls sperm navigation in response to the dynamic rheological properties of the environment
10.7554/elife.68693 · 2021 · External reference