Multimodal Convolutional Neural Networks for Sperm Motility and Concentration Predictions DOI Open Access

Voon Hueh Goh,

Muhammad Asraf Mansor, Muhammad Amir As’ari

et al.

Malaysian Journal of Fundamental and Applied Sciences, Journal Year: 2024, Volume and Issue: 20(2), P. 347 - 359

Published: April 24, 2024

Semen analysis is an important for male infertility primary investigation and manual semen a conventional method to assess it. Manual has been revealed with accuracy precision limitations due noncompliance guidelines procedures. Sperm motility concentration are the main indicators pregnancy conception rate hence they were selected parameters prediction. Convolutional neural network (CNN) benefited computer vision application industry in recent years widely applied research tasks. In this paper, three-dimensional CNN (3DCNN) was designed extract motion temporal features, which vital sperm For concentration, since two-dimensional (2DCNN) efficient recognizing extracting spatial well-established Residual Network (ResNet) architecture adopted customized Multimodal learning approach technique aggregate learnt features from different deep that other forms of modalities, could provide model better insights on their Hence, multimodal receive both image-based (frames extracted video samples) video-based (stacked frames pre-processed input well-extracted The results obtained using proposed methodology have surpassed similar works who used approach. motility, its best achieved average mean absolute error (MAE) 8.048, competent Pearson’s correlation coefficient (RP) value 0.853.

Language: Английский

Material-driven immunomodulation and ECM remodeling reverse pulmonary fibrosis by local delivery of stem cell-laden microcapsules DOI
Yujie Zhang, Yuan Zhao,

Chuanfeng An

et al.

Biomaterials, Journal Year: 2024, Volume and Issue: 313, P. 122757 - 122757

Published: Aug. 16, 2024

Language: Английский

Citations

5

Design of gefitinib-loaded PLGA microspheres via microfluidics for lung cancer DOI Creative Commons

Ruohan Huang,

Hui Zhang,

Lulu Lv

et al.

Materials & Design, Journal Year: 2023, Volume and Issue: 234, P. 112336 - 112336

Published: Sept. 19, 2023

Lung cancer is one of the most prevalent tumors with rapid progression and poor prognosis, which badly affects human physical mental health. Although traditional anti-cancer therapies, such as chemotherapy radiation, have demonstrated some degree effectiveness in treating tumors, they remain encumbered by frequent, uncontrollable, large dosage drug administration. Here, we introduced Gefitinib-loaded PLGA microspheres generated from microfluidics for lung therapy. The had a homogeneous shape high loading rate. Studies shown that not only provided greater efficiency sustained release gefitinib but also protected breakdown. results animal experiments showed drug-loaded could achieve or even outperform daily medication less frequency. Therefore, it foreseen will great potential developing therapies cancer.

Language: Английский

Citations

11

Advanced Sperm Selection Techniques for Assisted Reproduction DOI Open Access
Federica Cariati, Marina Orsi,

Francesca Bagnulo

et al.

Journal of Personalized Medicine, Journal Year: 2024, Volume and Issue: 14(7), P. 726 - 726

Published: July 4, 2024

Male infertility accounts for approximately 40% of cases. There are many causes male infertility, including environmental factors, age, lifestyle, infections, varicocele, and cancerous pathologies. Severe oligozoospermia, cryptozoospermia, azoospermia (obstructive non-obstructive) identified as severe factor once considered conditions sterility. Today, in vitro fertilization (IVF) techniques the only treatment strategy cases which new methodologies have been developed manipulation spermatozoa to achieve increase success rates. This review is an update techniques, particular sperm selection, emphasizing clinical case-specific methodology. The IVF process related diagnosis, appropriate choice treatment, effective preparation selection. In fact, selecting best guarantee optimal paternal heritage means increasing blastulation, implantation, ongoing pregnancy live birth rates, resulting greater techniques.

Language: Английский

Citations

4

A Comparative Analysis of Gradient Centrifugation and Microfluidic Chips for Sperm Selection DOI Creative Commons
Hale Bayram, Yaprak Dönmez Çakıl

IntechOpen eBooks, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 4, 2025

A variety of techniques have been employed in the field sperm selection, including methods based on density, morphological characteristics, motility membrane integrity, and surface charge. Among these techniques, density gradient centrifugation (DGC) method stands out as most prevalent widely utilized today. However, this technique involves steps that linked to oxidative stress subsequent cellular damage. Consequently, alternatives DGC are being continuously developed. The recently developed microfluidic chip has also implemented for selection intracytoplasmic injection (ICSI). presents certain disadvantages must be addressed. This chapter evaluates advantages from past present, with a particular focus devices.

Language: Английский

Citations

0

Integrating Lifestyle Modifications and Advanced Sperm Separation Technology: A Case Study on Overcoming Male Infertility Using the LensHooke CA0 Device DOI Creative Commons

Juhi Barai,

Akash More,

Namrata Choudhary

et al.

Journal of Pharmacy And Bioallied Sciences, Journal Year: 2025, Volume and Issue: unknown

Published: April 17, 2025

A BSTRACT This study describes the disadvantages of centrifugation method along with utilization high-technology sperm separation to overcome infertility. 31-year-old female and a 36-year-old male were presented primary infertility in Maharashtra. The had normal hormonal profiles; however, deoxyribonucleic acid (DNA) fragmentation (SDF) index 46%, which may be due lifestyle factors such as occupational exposure chemicals alcohol use. contribution rise SDF was previously conventional density gradient centrifugation. To reduce SDF, put on two months treatment including modification (stress reduction, diet improvement, exercise, etc.) antioxidants. Following this, separated through LensHooke CA0 device that avoids reduces oxidative stress DNA damage using natural motility-based sorting mechanism. Post-treatment, decreased dramatically 17%. couple became pregnant IUI. case shows effectively lowers while ART outcomes improve. These results highlight should implemented modern, minimally invasive procedures for treatment.

Language: Английский

Citations

0

Advancements in differentiation between sperm cells and epithelial cells for efficient forensic DNA analysis in sexual assault cases DOI
Hirak Ranjan Dash

International Journal of Legal Medicine, Journal Year: 2024, Volume and Issue: 138(6), P. 2209 - 2227

Published: July 12, 2024

Language: Английский

Citations

2

Protective Value of Sevoflurane to Glycocalyx under Low Shear Stress Based on a Microfluidic Vessel Chip DOI

Lina Lin,

Chaoyu Yang, Xiaoya Ding

et al.

ACS Materials Letters, Journal Year: 2024, Volume and Issue: 6(10), P. 4412 - 4420

Published: Aug. 26, 2024

The vessel-on-a-chip has shown a significant preponderance in vascular disease research. While the rarely demonstrated effects of endogenous and/or exogenous stimuli on endothelial glycocalyx that plays critical role regulating vessel function. Here, an innovative combined with inverse opal films was developed to investigate integrity and its barrier function under different stimuli. By integrating into chip, we achieved real-time observation vitro. We can be maintained physiological shear stress, further, restoration treated sevoflurane after being destroyed by low stress also confirmed. Thus, it is clear system holds considerable promise for studying mechanisms various diseases provides valuable candidate preclinical drug assessment.

Language: Английский

Citations

1

Harnessing wall slip towards tunable microswimming in Poiseuille flow DOI Open Access
Soumyajit Ghosh,

Sarmishtha Ghoshal,

Antarip Poddar

et al.

Journal of Fluid Mechanics, Journal Year: 2024, Volume and Issue: 997

Published: Oct. 17, 2024

Understanding the effect of intricate surface wettability conditions on microswimmers is crucial for precisely navigating them across narrow microcirculatory networks. Here, we adopt spherical squirmer model and Navier slip condition to delineate microswimmer locomotion under a Poiseuille flow in slit microchannel. Through combined analytical–numerical approach utilizing bispherical coordinates superposition technique, resolve slip-modulated simultaneous hydrodynamic interaction with substrate boundaries. Phase portraits reveal that significantly alters propulsion mechanisms, destabilizing centreline stable oscillations pullers beyond threshold length. Superhydrophobic surfaces suppress near-wall rheotaxis states but preserve focusing, facilitating slip-assisted directed transport without accumulation. Under strong background flows, subcritical Hopf bifurcation emerges at critical length, transitioning dynamics from coexisting unstable purely behaviour. Contrastingly, pushers, causes transition either or fixed-amplitude oscillations. Increased length reduces repulsion walls by enhancing rotational velocity near walls, whereas it counteracts torque pushers. Three-dimensional analysis trajectories reveals significant role out-of-plane orientation its transitions between different swimming states. The presented regime maps offer parametric combinations specific motion behaviours, guiding development smart microfluidic drug delivery systems preventing biofilm deposition biomedical devices.

Language: Английский

Citations

1

Bioengineering: a promising approach for standardization and automation of assisted reproductive technology DOI

Fatemeh Amjad,

Mohammad Amin Hajari, Azam Dalman

et al.

F&S Reviews, Journal Year: 2024, Volume and Issue: 5(1), P. 100069 - 100069

Published: Jan. 1, 2024

Language: Английский

Citations

0

Microfluidics in Male Reproductive Evaluation and Treatment DOI
Zane Randell, Hojat Dehghanbanadaki, Masaya Jimbo

et al.

Elsevier eBooks, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

Citations

0