Eben Olson
YOU?
Author Swipe
View article: Applications of Digital Microscopy and Densely Connected Convolutional Neural Networks for Automated Quantification of Babesia-Infected Erythrocytes
Applications of Digital Microscopy and Densely Connected Convolutional Neural Networks for Automated Quantification of Babesia-Infected Erythrocytes Open
Background Clinical babesiosis is diagnosed, and parasite burden is determined, by microscopic inspection of a thick or thin Giemsa-stained peripheral blood smear. However, quantitative analysis by manual microscopy is subject to error. As…
View article: Applications of Digital Microscopy and Densely Connected Convolutional Neural Networks for Automated Quantitation of Babesia-Infected Erythrocytes
Applications of Digital Microscopy and Densely Connected Convolutional Neural Networks for Automated Quantitation of Babesia-Infected Erythrocytes Open
Background Clinical babesiosis is diagnosed, and parasite burden is determined, by microscopic inspection of a thick or thin Giemsa-stained peripheral blood smear. However, quantitative analysis by manual microscopy is subject to observer …
View article: Initial Evaluation of Rapid, Direct-to-Digital Prostate Biopsy Pathology
Initial Evaluation of Rapid, Direct-to-Digital Prostate Biopsy Pathology Open
Context.— Pathologist interobserver discordance is significant in grading of prostate cancer, limiting reliability. Diagnostic reproducibility may be improved with digital images, but adoption faces workflow, cost, and quality challenges. …
View article: AI: What Have You Done for Us Lately?
AI: What Have You Done for Us Lately? Open
Artificial intelligence, deep learning, neural networks: the phrases conjure up images of autonomous cars and humanoid interactive robots performing menial and complex human tasks with absolute precision—a source of hope or dread for the f…
View article: Very Deep Convolutional Neural Networks for Morphologic Classification of Erythrocytes
Very Deep Convolutional Neural Networks for Morphologic Classification of Erythrocytes Open
BACKGROUND Morphologic profiling of the erythrocyte population is a widely used and clinically valuable diagnostic modality, but one that relies on a slow manual process associated with significant labor cost and limited reproducibility. A…
View article: Multiphoton microscopy with clearing for three dimensional histology of kidney biopsies
Multiphoton microscopy with clearing for three dimensional histology of kidney biopsies Open
We present a multiphoton microscopy approach with clearing optimized for pathology evaluation producing image quality comparable to traditional histology. Use of benzyl alcohol/benzyl benzoate with 4',6-diamidino-2-phenylindole and eosin i…
View article: Lasagne: First release.
Lasagne: First release. Open
core contributors, in alphabetical order: Eric Battenberg (@ebattenberg) Sander Dieleman (@benanne) Daniel Nouri (@dnouri) Eben Olson (@ebenolson) Aäron van den Oord (@avdnoord) Colin Raffel (@craffel) Jan Schlüter (@f0k) Søren Kaae Sønder…
View article: theanets: v0.6.1
theanets: v0.6.1 Open
Version 0.6.1 of theanets is now live! pip install -U theanets http://pypi.python.org/pypi/theanets http://theanets.readthedocs.org http://github.com/lmjohns3/theanets The biggest change in this release series is a Network/Layer refactor t…
View article: theanets: Version 0.5.0
theanets: Version 0.5.0 Open
Version 0.5.0 of theanets is now live! pip install -U theanets http://pypi.python.org/pypi/theanets http://theanets.readthedocs.org http://github.com/lmjohns3/theanets Some great new features have been incorporated into this release, but t…