Challenges and opportunities in bioimage analysis
Advanced imaging techniques provide holistic observations of complicated biological
phenomena across multiple scales while posing great challenges to data analysis. We …
phenomena across multiple scales while posing great challenges to data analysis. We …
[HTML][HTML] Live-cell imaging in the deep learning era
JW Pylvänäinen, E Gómez-de-Mariscal… - Current Opinion in Cell …, 2023 - Elsevier
Live imaging is a powerful tool, enabling scientists to observe living organisms in real time.
In particular, when combined with fluorescence microscopy, live imaging allows the …
In particular, when combined with fluorescence microscopy, live imaging allows the …
Light-sheets and smart microscopy, an exciting future is dawning
S Daetwyler, RP Fiolka - Communications biology, 2023 - nature.com
Light-sheet fluorescence microscopy has transformed our ability to visualize and
quantitatively measure biological processes rapidly and over long time periods. In this …
quantitatively measure biological processes rapidly and over long time periods. In this …
Three-dimensional structured illumination microscopy with enhanced axial resolution
The axial resolution of three-dimensional structured illumination microscopy (3D SIM) is
limited to∼ 300 nm. Here we present two distinct, complementary methods to improve axial …
limited to∼ 300 nm. Here we present two distinct, complementary methods to improve axial …
Virtual-scanning light-field microscopy for robust snapshot high-resolution volumetric imaging
Abstract High-speed three-dimensional (3D) intravital imaging in animals is useful for
studying transient subcellular interactions and functions in health and disease. Light-field …
studying transient subcellular interactions and functions in health and disease. Light-field …
Live-cell imaging powered by computation
The proliferation of microscopy methods for live-cell imaging offers many new possibilities
for users but can also be challenging to navigate. The prevailing challenge in live-cell …
for users but can also be challenging to navigate. The prevailing challenge in live-cell …
Stimulated emission depletion microscopy
In this Primer, we focus on the most recent advancements in stimulated emission depletion
(STED) microscopy, encompassing optics, computational microscopy and probes design …
(STED) microscopy, encompassing optics, computational microscopy and probes design …
Image processing tools for petabyte-scale light sheet microscopy data
Light sheet microscopy is a powerful technique for high-speed three-dimensional imaging of
subcellular dynamics and large biological specimens. However, it often generates datasets …
subcellular dynamics and large biological specimens. However, it often generates datasets …
A systematic review of deep learning-based cervical cytology screening: from cell identification to whole slide image analysis
P Jiang, X Li, H Shen, Y Chen, L Wang, H Chen… - Artificial Intelligence …, 2023 - Springer
Cervical cancer is one of the most common cancers in daily life. Early detection and
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
diagnosis can effectively help facilitate subsequent clinical treatment and management. With …
[HTML][HTML] Detection of various gastrointestinal tract diseases through a deep learning method with ensemble ELM and explainable AI
The rising prevalence of gastrointestinal (GI) tract disorders worldwide highlights the urgent
need for precise diagnosis, as these diseases greatly affect human life and contribute to …
need for precise diagnosis, as these diseases greatly affect human life and contribute to …