人工智能> 病理
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DeePathology®STUDIO 了解更多
销售价格： ￥ N/A
商品编号： AI-0402-1517
软件语言： 英文
器械分类： II
生产厂家： DeePathology Ltd.
公司网址： https://deepathology.ai
认证信息： FDA
系统要求： Windows
交付方式： 下载安装
  • 软件概览
  • 推荐配置
  • 典型病例
  • 软件教程
  • 临床文献
  • 用户评价
  • 产品彩页

软件概览

DeePathology® STUDIO

Rapid Al creation made available for every pathologist

Powerful Al algorithms

The DeePathology@ STUDl0 is an interactive Do it Yourself platform for Al in pathology. Researchers and pathologists cancreate powerful Al solutions for histological image

analysis and use these algorithms to create powerful analytics on newpathology slides, Create proof of concepts (PoC) for most problems - in 5 minutes, no computer coding

required!

State-of-the-art neural networks

We are leveraging state of the art neural networks and deep leorning algorithms to make sure that you can create the mostpowerful solutions in the shortest time with the

lowest omount of doto

Lightning-fast annotation

Do you want to annotate thousands of cells in just a few days? With the DeePathology@ STUDl0, you can achieve this goalusing our innovative "Deep Interactive Online

Active Learning”.

High data security

The DeePathology@ STuDl0 is easy to use and fun while keeping your data privote. lt is installed on your local computer orlaptop, so you retain full control over your

sensitive data without having to send it to a remote server.

Versatile and flexible

Detect and classify cells and other objects, segment tissue regions and classify image tiles - all in one product. Combinemodes to create multi-layered solutions, for example

precise cell quantifcation within specifc tissue regions.

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DeePathology® STUDl0 Objects Mode

Object segmentation

Create algorithms that detect the boundaries of objectsand classify them into unlimited categories,

Optimized for small data

Annotate as few as four to six examples from eachcategory to get started. Then run the algorithm andcorrect mistakes -your proof of concept solution is readyin minutes.

Annotation magic

The DeePathology® STUDlO also finds objects for you anddisplays them in the gallery. The gallery leverages anextremely powerful Active Learning Engine, suggesting

youthe most important examples to annotate. All you have todo is to set their category and you will obtain a high-quality balanced dataset in no time.


DeePathology® STUDlO Cells Mode

Cell detection and classification

Create algorithms that detect and classify different typesof cells and nuclei, and then detect millions of them in newslides. The cells mode leverages our powerful built-in

CellDetection building blocks that let you get accuratedetections in challenging real-life scenarios.

Powerful metrics

Monitor the performance of your algorithm in real-timeyou automatically obtain basic validation analytics foreach epoch.

Annotation magic

Using the gallery, the DeePathology® STUDlO makes surethat you are annotating the most important cells. With theAl mode, you can annotate thousands of cells in just a

fewminutes. And it is not just the quantity of cells - these arehigh quality images that will make your dataset diverse,and improve your algorithms the most. All you have to

dois sit back, drink some coffee, and correct mistakes fromtime to time in the gallery.


DeePathology® STUDlO Regions mode

Region segmentation

Create region segmentation algorithms for detectingregions of different types, for example different tissues ortumor regions vs. healthy tissue.

Multilayered analyses

You can then detect these region types in new slides, andcombine the algorithm with other DeePathology® STUDlOmodes to count different types of cells and objects

withinthe different regions.


DeePathology® STUDlO Tiles Mode

Tile classification

Quickly annotate tiles (small squares) with single clicks inthe viewer.

Optimized for speed

Use the gallery to annotate thousands of tiles fromdifferent slides in just minutes. Annotating tiles is simple,fast, and lets you create powerful solutions in record time.


Highly Configurable

To adapt to challenging reallife scenarios, there are many more diferent settings and modes in DeePathology@ STUDl0, for changingmagnification, controlling tissue

detection, algorithms sensitivities and more.

APl for Super Users

The APl for the DeePathology@ STuDl0 lets you run the algorithms created with DeePathology@ STuDl0 from code.This allows connecting the solutions developed with

DeePathology@ STUDl0 to any analytic pipeline, and use DeePathology@STUDlO aenerated algorithms as part of a larger process, for examole to predict patient outcomes

This also lets you run DeePathology@ STUDl0 generated algorithms on huge scales on your HPc to quickly deploy these algorithmson thousands of slides


推荐配置


典型病例

One Al Platform -Countless Pathology Use Cases

H&E

  • Quantify tumor infiltrating lymphocytes (TlLs)

  • Segment tissue in tumor and healthy tissue

  • Detect glandular structures, such as glomeruli, acini, ..

  • Quantify mitotic figures

  • Segment the growth plate region in bone sections

  • Detect red blood cells

  • Seoment luno tissue and quantify cells in wall regions

  • Detect granulated and degranulated cells in skin cancer

  • Detect regions with high lymphocyte infiltration intumor sections

IHC

  • Quantify Ki67 positive cells and calculate the stain ratio

  • Segment positive and negative regions, for example in FoxP3, CD7and other immunostains

  • Detect different types of beta-amyloid plaques in Alzheimer'sdisease reserch

  • Quantify glia cells in neuroscience research, including astrocytesand microglia

Other stains

  • Quantify cells of interest in in-situ hybridization (lSH) stains

  • Detect Helicobacter pyloriin H&E or Giemsa stained slides

  • Detect regions infected with Mycobacterium tuberculosis in Ziehl-Neelsen stoined slides for veterinary TB surveillance

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