Blog

Masterclass Webinar 2: Advanced Techniques and Workflows for Multiplex IHC Analysis using HALO® and HALO AI

25 May 2023 | Following up on our Masterclass Webinar 1 for Multiplex IHC analysis, Masterclass 2 will discuss advanced workflows to help users tackle more challenging brightfield multiplex IHC assays. First, we will demonstrate how advanced cell segmentation and phenotyping options using HALO AI can be combined with the multiplex IHC module to improve image analysis. Two alternative approaches for analyzing multiplex IHC will also be demonstrated including a serial stain workflow to convert brightfield images into...

3.6 Upgrade request

HALO, HALO AI, and HALO Link 3.6 are now available! If you do not have an active SMS plan but would like to upgrade to 3.6, you will need to purchase SMS coverage for your product license(s). You can do so by clicking the button below. Purchase SMS Coverage /*! elementor - v3.10.0 - 09-01-2023 */ .elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} How it works:   If you have an active Software Maintenance and Support (SMS) plan, you can complete the form below to request...

Getting Started with RNAscope™ Image Analysis in HALO®

28 March 2023 | Join us for this 1-hour webinar to see a live demonstration of RNAscope image analysis using the HALO® platform from Indica Labs. This webinar will demonstrate the basic functionality of HALO’s RNAscope modules for analysis of brightfield and fluorescence images and will discuss available analysis outputs. In addition, select HALO modules that are commonly used with RNAscope image analysis will be demonstrated, and a brief introduction to how HALO AI can advance your RNAscope will be...

HALO® 3.5 Image Reader Update request

HALO® 3.5 UPDATE HALO 3.5.3577.285 which fixes an image reader issue is now available If you have HALO Versions 3.5.3577.214, 3.5.3577.255 or 3.5.3577.265 installed, we recommend that you either update HALO 3.5 or upgrade to 3.6 when it is released in March. How it works: Complete the form below to request your update. Following submission of an update request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and...

HALO AP 2.1 Upgrade form

HALO AP® 2.1 is now available! Submit the form below to request your upgrade. /*! elementor - v3.10.0 - 09-01-2023 */ .elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}How it works: Following submission of an upgrade request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and schedule your software upgrade(s) accordingly. [wpforms id="40014" title="false"] Questions?Email support@indicalab.com where your local Applications Scientist and/or Technical Solutions Engineer will be available to answer any questions you may...

HALO AP® 2.1 Features and Functionalities

In this blog post, you can learn about the latest release of HALO AP®, a CE marked, AI powered and pathologist driven image management platform from Indica Labs. We’ll discuss the new features in HALO AP 2.1, where to find training resources and documentation, and how the upgrade will be rolled out. ...

HALO Link POC Request

REQUEST A LIVE HALO LINK DEMONSTRATION If you are interested in a live HALO Link software demonstration, submit the form below. Once your form has been submitted, one of our talented Applications Scientists will reach out to schedule your demo! [wpforms id="40108" title="false"]...

HALO Link Demo Request

REQUEST A LIVE HALO LINK DEMONSTRATION If you are interested in a live HALO Link software demonstration, submit the form below. Once your form has been submitted, one of our talented Applications Scientists will reach out to schedule your demo! [wpforms id="40113" title="false"]...

Looking Back: Reviewing 2022 at Indica Labs

Reflecting over the last year, we at Indica Labs would like to express our gratitude to the customers and collaborators who helped fill 2022 with exciting discoveries, events, and partnerships. It is our honor to have played a part in customers’ contributions to scientific fields ranging from oncology to infectious disease, immunology, neurology, and biomaterials. ...

Press Release: Indica Labs and Hamamatsu Photonics K.K. Announce Collaboration to Provide Optimized Integrated Digital Pathology Workflows

Albuquerque, NM and Hamamatsu City, Japan, - 14th October 2022 - Indica Labs, an industry leader in quantitative digital pathology and image management solutions, and Hamamatsu Photonics K.K., a forerunner in whole slide imaging systems, announced an agreement to maintain long-term interoperability between Indica Labs’ HALO AP® software platform and Hamamatsu’s NanoZoomer family of high-speed, high-resolution scanners. ...

Multiplexing Demo Request

REQUEST A LIVE HALO® MULTIPLEXING DEMONSTRATION If you are interested in a live HALO® multiplexing demonstration, submit the form below. Once your form has been submitted one of our talented Applications Scientists will reach out to schedule your demo! [wpforms id="36460" title="false"]...

Proof-of-concept Multiplexing

PROOF-OF-CONCEPT MULTIPLEX IMAGE ANALYSIS See HALO® in action on up to three of your images with a free analysis. Click here to view our supported file formats. /*! elementor - v3.6.3 - 12-04-2022 */.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} How it works:   Submit the form below. An Applications Scientist will respond to your request within one business day. They will inquire about your image analysis goals for each image. Upload 1-3 images to a OneDrive folder location provided by the Applications Scientist. ...

Towards Open Pathology: Facilitating Development of Novel AI-based Tools for Digital Pathology through Collaboration and Integration

16 October 2022 | In this 1-hour workshop, Eric Runde, Chief Operating Officer at Indica Labs, will introduce Indica’s platforms, our collaborative approach to incorporating artificial intelligence (AI) into life science and clinical workflows, and the open pathology tools available to developers and industry partners. Dr. Peter Caie, Principal Scientist of AI Collaborations at Indica Labs, will present case studies of customer collaborations resulting in the development and validation of commercially available and inter-operable AI algorithms addressing customer needs....

Press Release: Leica Biosystems Announces Partnership with Indica Labs to Deliver Integrated Digital Pathology Workflow Solutions for Mutual Customers

Vista, CA - Sep 4, 2022, Leica Biosystems, a cancer diagnostics company and a global leader in workflow solutions, and Indica Labs, the industry-leading provider of computational and image management software in digital pathology, today announced a partnership focused on delivering compatible digital pathology workflow solutions. ...

Press Release: Indica Labs Announces Collaboration with The Industrial Centre for Artificial Intelligence Research in Digital Diagnostics (iCAIRD) for the Development of an AI-based Algorithm for the Automated Reporting of Lymph Node Status in Colon Cancer

Albuquerque, NM, and Glasgow, Scotland, – 30 August, 2022 – Indica Labs, an industry leader in quantitative digital pathology and image management solutions, and The Industrial Centre for Artificial Intelligence Research in Digital Diagnostics (iCAIRD), announced today an agreement to collaborate on the development of an AI-based digital pathology solution for the detection of cancer within lymph nodes from colorectal surgery cases....

Press Release: Deep Bio successfully integrates DeepDx® Prostate algorithm into HALO AP® platform from Indica Labs

Seoul, South Korea, and Albuquerque, NM – August 9, 2022 – Deep Bio, a company concentrating on SaMD (Software as a Medical Device) for digital pathology, is offering clinically validated, AI-based DeepDx® algorithms, and Indica Labs, a leading provider of computational pathology software and services, are excited to announce the successful integration of the DeepDx® Prostate algorithm into the HALO AP® platform from Indica Labs. ...

New Microglial Activation modules are now available!

New Microglial Activation modules are now available! Submit the form below to request your upgrade. How it works: Following submission of an upgrade request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and schedule your software upgrade(s) accordingly. [wpforms id="35906" title="false"] Questions?Email support@indicalab.com where your local Applications Scientist and/or Technical Solutions Engineer will be available to answer any questions you may have on these releases. Want to learn more about our newly released Microglial...

3.5 Upgrade request

HALO, HALO AI, and HALO Link 3.5 are now available! If you do not have an active SMS plan but would like to upgrade to 3.5, you will need to purchase SMS coverage for your product license(s). You can do so by clicking the button below. Purchase SMS Coverage How it works: If you have an active Software Maintenance and Support (SMS) plan, you can complete the form below to request your upgrade. Following submission of an upgrade request form, a member of our Technical...

Object Colocalization modules 2.1 for BF and FL Upgrade form

Object Colocalization modules 2.1 for BF and FL are now available! Submit the form below to request your upgrade. How it works: Following submission of an upgrade request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and schedule your software upgrade(s) accordingly. [wpforms id="35654" title="false"] Questions?Email support@indicalab.com where your local Applications Scientist and/or Technical Solutions Engineer will be available to answer any questions you may have on these releases. Want to learn more about...

HALO AI Demo Request

REQUEST A LIVE HALO AI SOFTWARE DEMONSTRATION If you are interested in a live HALO AI software demonstration, submit the form below. Once your form has been submitted one of our talented Applications Scientists will reach out to schedule your demo! [wpforms id="35428" title="false"]...

Proof-of-concept image analysis with HALO AI™

PROOF-OF-CONCEPT IMAGE ANALYSIS WITH HALO AI™ See HALO AI™ in action on up to three of your images with a free analysis. Click here to view our supported file formats. How it works: Submit the form below. An Applications Scientist will respond to your request within one business day. They will inquire about your image analysis goals for each image. Upload 1-3 images to a OneDrive folder location provided by the Applications Scientist. Arrange a virtual meeting to discuss your image analysis results with an...

Press Release: Indica Labs receives top honor in Albuquerque Journal ‘Flying 40’ list of top tech firms in New Mexico

Albuquerque, NM, 13 June, 2022 – Indica Labs, a leading provider of computational pathology software and services is proud to announce today they have received the top award in the Albuquerque Journal ‘Flying 40’ analysis of technology firms in New Mexico. Indica Labs participated in the Flying 40 for the first time in 2022 and received the top honor based on a 323% increase in revenue over the past 5 years. In that same time period, the number of employees...

HALO Link 3.5 Sneak Peek

14 July 2022 | A new version of HALO Link, the collaborative image management platform from Indica Labs is coming soon! In this 1-hour webinar, Kat Latimer of the Product Management team will discuss and demonstrate the new features and functionalities and will end with a Q/A session....

HALO AP 2.0 Upgrade form

HALO AP® 2.0 is now available! Submit the form below to request your upgrade. How it works: Following submission of an upgrade request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and schedule your software upgrade(s) accordingly. [wpforms id="35076" title="false"] Questions?Email support@indicalab.com where your local Applications Scientist and/or Technical Solutions Engineer will be available to answer any questions you may have on these releases. Want to learn more about HALO AP 2.0?Check out our...

Press Release: Lunaphore and Indica Labs announce partnership to provide complete technology solution for spatial biology and image analysis

LAUSANNE, Switzerland and ALBUQUERQUE, N.M. – May 12, 2022 – 5 pm (CET) | 9 am MDT – Lunaphore, a Swiss life sciences company developing technology to enable spatial biology in every laboratory, and Indica Labs, a leading provider of computational pathology software and services, today announced a partnership to co-market an end-to-end solution that combines Lunaphore’s flagship COMET™ spatial biology platform and Indica’s HALO® and HALO AI™ digital pathology image analysis software....

HALO AP 2.0 Features and Functionalities

In this blog post, you can learn about the new features in HALO AP 2.0, the CE marked anatomic pathology case management software from Indica Labs, where to find training resources and documentation, and how the upgrade will be rolled out. ...

Interested in Quantitative Image Analysis in Oncology?

In this blog post, you can learn about what the team at Indica Labs has planned for the upcoming AACR 2022 conference in New Orleans! From April 10-13, our team will be in  booth #1147, and our Applications Scientists will be available to answer any questions you have about how our HALO® software suite can advance your oncology research and can provide you with a demonstration of the latest release of our flagship HALO® image analysis software, our powerful HALO AI™ deep learning add-on, and our HALO Link™ collaborative...

Announcing the Vacuole Quantification module v3.2

/*! elementor - v3.5.0 - 12-12-2021 */.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=".svg"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block} We’re excited to announce the launch of the updated Vacuole Quantification module v3.2!  In this blog post, you can learn about some of the new features in this module, where to find the user guide and tutorial video, and when to expect to upgrade. /*! elementor - v3.5.0 - 12-12-2021 */.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px} What New Features are Included in the Module? This major module update includes the following features: ...

Vacuole Module 3.2 Upgrade form

Vacuole Module 3.2 is now available! Submit the form below to request your upgrade. How it works: Following submission of an upgrade request form, a member of our Technical Solutions Team will reach out via email to advise you of the earliest available installation appointments for your region and schedule your software upgrade(s) accordingly. [wpforms id="34783" title="false"] Questions?Email support@indicalab.com where your local Applications Scientist and/or Technical Solutions Engineer will be available to answer any questions you may have on these releases. Want to learn more about Vacuole module v3.2?Check out...

HALO AP 2.0 Sneak Peek

29 March 2022 | A new version of HALO AP, Indica Labs’ clinical case management software, is coming soon! HALO AP 2.0 reimagines the pathologist’s cockpit with an updated case viewer and several new workflow enhancements. In this hour-long webinar, we will demonstrate these new features and end with a Q&A session. ...

Optimizing quantitative analysis of highly multiplexed CODEX images in HALO

31 March 2022 | In this webinar, Dr. Noemi Kedei, a staff scientist at the Collaborative Protein Technology Resource core of the Center for Cancer Research (CCR) at the National Cancer Institute, will present a comprehensive CODEX workflow, from image acquisition to image processing and HALO image analysis. Dr. Kedei leads the core facility that provides this technology as service to CCR investigators, including project consultation and design, antibody panel customization, tissue staining and imaging, image processing, and...

Software Maintenance and Support (SMS) Plan Request

Software Maintenance and Support (SMS) Coverage Software Upgrades Newest releases like HALO, HALO AI, and HALO Link 3.6 – which are now being scheduled for install. Plus unlimited access to updates like software patches and bug fixes​ between major releases. Support World class technical and application support from our Technical Solutions Engineers...

3.4 Upgrade request

HALO, HALO AI, and HALO Link 3.4 are now available! If you do not have an active SMS plan but would like to upgrade to 3.4, you will need to purchase SMS coverage for your product license(s). You can do so by clicking the button below. Purchase SMS Coverage How it works: If you have an active Software Maintenance and Support (SMS) plan, you can complete the form below to request your upgrade. Following submission of an upgrade request form, a member of our Technical...

RNAscope common questions, troubleshooting, and tips and tricks

When performing RNAscope image analysis, you can set yourself up for success with a combination of thoughtful experimental design, rigorous assay execution and validation. At Indica Labs, the most common challenges we see in RNAscope image analysis include chromogenic staining that has saturated to black, which causes color deconvolution challenges, loss of nuclear morphology due to over-digestion of tissue, and failing to verify and validate an image analysis solution before scaling up....

Bridge the Gap with Indica Labs’ Pharma Services

At Indica Labs, our Pharma Services team is here to help you extract more data from your biomarker assays with our digital image analysis services. From single biomarker IHC to ISH/FISH and highly multiplexed fluorescence and imaging mass cytometry, we offer quantitative image analysis solutions with our own HALO and HALO AI analysis platforms. With over 150 completed image analysis projects, our team has experience across multiple disease areas, applications, and assay types, including immune phenotyping in tumors, biomarker expression...

Proof-of-concept image analysis

PROOF-OF-CONCEPT IMAGE ANALYSIS See HALO® or HALO AI™ in action on up to three of your images with a free analysis. Click here to view our supported file formats. How it works: Submit the form below. An Applications Scientist will respond to your request within one business day. They will inquire about your image analysis goals for each image. Upload 1-3 images to a OneDrive folder location provided by the Applications Scientist. Arrange a virtual meeting to discuss your image analysis results with an Application...

2021: A Year in Review at Indica Labs

As 2021 draws to a close, the team at Indica Labs would like to take this opportunity to reflect on the year and to thank our customers for their continued support through this second pandemic year. Despite the ongoing challenges that the pandemic presents, we celebrate the achievements of our customers who have published over 250 publications in peer-reviewed journals this year with an impressive average impact factor of 9.12. To learn more about these publications spanning immuno-oncology, oncology, immunology,...

A Deep Learning Convolutional Neural Network Can Differentiate Between Helicobacter Pylori Gastritis and Autoimmune Gastritis with Results Comparable to Gastrointestinal Pathologists

13 January 2022 | In this 60-minute webinar, researchers and pathologists from the University of New Mexico will discuss their recently published study using the HALO AI™ deep learning convolutional neural network (CNN) to determine whether a CNN can differentiate autoimmune gastritis from Helicobacter pylori gastritis....

Adoption of the HALO® Platform at Caris Life Sciences’ High Volume Digital Pathology Laboratory

17 October 2021 | In this one-hour pre-conference workshop, Indica Labs is pleased to host Dr. Matthew Oberley, Executive Medical Director at Caris Life Sciences, who will present a case study on deploying HALO AP® case management software in their high-volume, fully digital, anatomic pathology lab. Dr. Oberley will discuss the challenges and selection criteria that led to the adoption of HALO AP, describe the integration into their laboratory workflows, and, finally, touch on the rollout progress and future plans...

THYROID MALT LYMPHOMA:  SELF-HARM TO GAIN POTENTIAL T-CELL HELP

28 October 2021 | The development of extranodal marginal zone lymphoma of mucosa-associated lymphoid tissue (MALT) is driven by chronic inflammatory responses and acquired genetic changes.  To investigate its genetic bases, we performed targeted sequencing of 93 genes in 131 MALT lymphomas including 76 from the thyroid. We found frequent deleterious mutations of TET2 (86%), CD274 (53%), TNFRSF14 (53%) and TNFAIP3 (30%) in thyroid MALT lymphoma....

HALO AP 1.3 Sneak Peek

14 October 2021 | The next release of HALO AP®, Indica Labs' state of the art anatomic pathology software, will be available soon. Join us to see all the new features focused on simplifying the transition to digital case review and hear about our recent CE Mark award for use in primary diagnosis. As anatomic pathology labs transition to digital, it's important that their image management software simplifies case review, is compatible with a wide range of scanners and...

Automated detection and quantitation of gastric immune cells in a mouse model of Helicobacter pylori­-driven preneoplastic progression

21 October 2021 | Gastric cancer is the fourth-leading cause of cancer death worldwide. About 80% of cases are attributable to infection with the bacterium Helicobacter pylori (Hp). Untreated Hp infection causes lifelong stomach inflammation that does not eradicate the bacterium. In some individuals, stomach inflammation leads to preneoplastic progression, a series of sequential tissue changes including loss of gastric acid-producing parietal cells, metaplasia, dysplasia, and finally cancer....

CD38 in the Prostate Tumor Microenvironment

6 October 2021 | CD38, a druggable ectoenzyme, is involved in the generation of adenosine, which is implicated in tumor immune evasion. Its expression and role in prostate tumor-infiltrating immune cells (TIICs) have not been elucidated. We characterized CD38 expression on prostate cancer (PC) epithelial cells and TIICs and explored the association of this expression with clinical outcomes. RNAseq from 159 patients with metastatic castration-resistant prostate cancer (mCRPC) in the International Stand Up To Cancer/Prostate Cancer Foundation (SU2C/PCF) cohort and 171...

Press Release: Indica Labs earns Work/Life Flexibility award and is named a Top Workplace by The Albuquerque Journal for the second year running

Albuquerque, NM, 2 September, 2021 – Indica Labs, a leading provider of computational pathology software, is proud to announce that they have been awarded a Top Workplaces™ honor by The Albuquerque Journal for a second year in a row.  In addition to being a Top Workplace, Indica Labs was the sole recipient of the Life/Work Flexibility award for 2021....

An interview with Charles Habermehl, Software Engineer (Previous Intern)

Q1. As an intern, what projects were you assigned to work on? What skills did you acquire or improve while working on these projects? A1. As an intern I was assigned to work on the Halo Link team. Before working on the Halo Link team I had no experience in Web Development which is the main skill I picked up in my time here so far. To be specific, before I started I did not know JavaScript and am now quite...

An interview with Anas Gauba, Software Engineer (Previous Intern)

Q1. As an intern, what projects were you assigned to work on? What skills did you acquire or improve while working on these projects? A1. As an intern, I worked on the project to build quota-system where the customer can buy some quota whether it be quota for doing analysis, disk storage, etc. I also worked on building a loginAttempt feature where we can track important information such as customers’ ip address and which service they logged in from. The projects...

An interview with Dylan Balata, Software Engineer (Previous Intern)

Q1. As an intern, what projects were you assigned to work on? What skills did you acquire or improve while working on these projects? A1. As an intern I worked on developing ASP.NET Core based infrastructure solutions utilizing https/web socket technology while incorporating native and db interactions. Q2. What do you enjoy most about working at Indica Labs?...

Automated Detection and Gleason Grading of Prostate Cancer in Digital Pathology

8 September 2021 | Digital pathology provides an advantage of automatizing many routine pathological tasks via computational algorithms and tools. The reporting of prostate cases is time-consuming due to a large number of slides per case. Moreover, tumor aggressivity grading (Gleason score) is well known for its subjective nature and high levels of interobserver variability. In this webinar, we will demonstrate a deep learning-based tool developed for the detection of prostate cancer in histological slides (prostate biopsies and prostatectomy...

Press Release: Nottingham University Hospitals NHS Trust selects Indica Labs to deliver their Digital Pathology Solution with HALO AP

Albuquerque, NM, USA and Nottingham, UK, 1 July, 2021 – Following a formal tender process, Nottingham University Hospitals (NUH) NHS Trust today announced the selection of Indica Labs to aid in full digitisation of the pathology workflow. Indica Labs will deliver its leading digital pathology software, HALO AP®, fully integrated with existing hospital systems, alongside multiple Hamamatsu Nanozoomer scanners....

Press Release: Indica Labs and Ibex Partner to Deliver AI-powered Clinical Workflows for Digital Pathology

ALBUQUERQUE, NM and TEL AVIV, Israel – May 20, 2021 – Indica Labs, an industry leader in quantitative digital pathology & image management solutions, and Ibex Medical Analytics, a pioneer in artificial intelligence (AI) based cancer diagnostics, announced an agreement to integrate the Galen™ AI-based cancer diagnostics platform into the HALO AP® digital pathology workflow platform....