4.5 Article

Deep Learning Applied to SEM Images for Supporting Marine Coralline Algae Classification

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Health Care Sciences & Services

Deep transfer learning and data augmentation improve glucose levels prediction in type 2 diabetes patients

Yixiang Deng et al.

Summary: Accurate prediction of blood glucose variations in type 2 diabetes using deep-learning methods based on continuous glucose monitoring data helps improve glycemic control and quality of life for patients. The challenges of small dataset size and data imbalance are addressed through transfer learning and data augmentation techniques, resulting in high prediction accuracy and sensitivity for short-term glucose level predictions.

NPJ DIGITAL MEDICINE (2021)

Article Ecology

A stable ultrastructural pattern despite variable cell size in Lithothamnion corallioides

Valentina Alice Bracchi et al.

Summary: Recent research on the mechanism and pattern of calcification in coralline algae has led to contradictory conclusions. While some evidence suggests a biologically controlled calcification process, others interpret it as biologically induced by environmental variables.

BIOGEOSCIENCES (2021)

Article Computer Science, Artificial Intelligence

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2020)

Article Multidisciplinary Sciences

Nanocrystals as phenotypic expression of genotypes-An example in coralline red algae

Gerald Auer et al.

SCIENCE ADVANCES (2020)

Article Computer Science, Theory & Methods

A survey on Image Data Augmentation for Deep Learning

Connor Shorten et al.

JOURNAL OF BIG DATA (2019)

Article Multidisciplinary Sciences

Comparative analysis of image classification methods for automatic diagnosis of ophthalmic images

Liming Wang et al.

SCIENTIFIC REPORTS (2017)

Article Multidisciplinary Sciences

Neural Network for Nanoscience Scanning Electron Microscope Image Recognition

Mohammad Hadi Modarres et al.

SCIENTIFIC REPORTS (2017)

Proceedings Paper Computer Science, Artificial Intelligence

A Review of Image Recognition with Deep Convolutional Neural Network

Qing Liu et al.

INTELLIGENT COMPUTING THEORIES AND APPLICATION, ICIC 2017, PT I (2017)

Article Oceanography

Coralligenous morphotypes on subhorizontal substrate: A new categorization

Valentina A. Bracchi et al.

CONTINENTAL SHELF RESEARCH (2017)

Review Environmental Sciences

Monitoring deep Mediterranean rhodolith beds

Daniela Basso et al.

AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS (2016)

Article Geography, Physical

Morpho-structural heterogeneity of shallow-water coralligenous in a Pleistocene marine terrace (Le Castella, Italy)

Valentina Alice Bracchi et al.

PALAEOGEOGRAPHY PALAEOCLIMATOLOGY PALAEOECOLOGY (2016)

Article Geography, Physical

Sea-surface temperature reconstruction from trace elements variations of tropical coralline red algae

Nicolas Darrenougue et al.

QUATERNARY SCIENCE REVIEWS (2014)

Article Paleontology

Carbonate production by calcareous red algae and global change

Daniela Basso

GEODIVERSITAS (2012)

Article Paleontology

Genesis and composition of the Pleistocene Coralligene de plateau of the Cutro Terrace (Calabria, southern Italy)

Daniela Basso et al.

NEUES JAHRBUCH FUR GEOLOGIE UND PALAONTOLOGIE-ABHANDLUNGEN (2007)

Review Plant Sciences

Rhodoliths: Between rocks and soft places

MS Foster

JOURNAL OF PHYCOLOGY (2001)