Medical-device company Invenio Imaging is developing technology that enables surgeons to evaluate tissue biopsies in the operating room, immediately after samples are collected - providing in just three minutes AI-accelerated insights that would otherwise take weeks to obtain from a pathology lab.
In a surgical biopsy, a medical professional removes samples of cells or tissue that pathologists analyze for diseases such as cancer. By delivering these capabilities through a compact, AI-powered imaging system within the treatment room, Invenio aims to support rapid clinical decision-making.
This technology will help surgeons make intraoperative decisions when performing a biopsy or surgery, said Chris Freudiger, chief technology officer of Silicon Valley-based Invenio. They'll be able to rapidly evaluate whether the tissue sample contains cancerous cells, decide whether they need to take another tissue sample and, with the AI models Invenio is developing, potentially make a molecular diagnosis for personalized medical treatment within minutes.
Quicker diagnosis enables quicker treatment. It's especially critical for aggressive types of cancer that could grow or spread significantly in the weeks it takes for biopsy results to return from a dedicated pathology lab.
Invenio is a member of NVIDIA Inception, a program that provides cutting-edge startups with technological support and AI platform guidance. The company accelerates AI training and inference using NVIDIA GPUs and software libraries.
Laser Focus on Cancer Care The NIO Laser Imaging System accelerates the imaging of fresh tissue biopsies. Invenio's NIO Laser Imaging System is a digital pathology tool that accelerates the imaging of fresh tissue biopsies. It's been used in thousands of procedures in the U.S. and Europe. In 2021, it received the CE Mark of regulatory approval in Europe.
The company plans to adopt the NVIDIA Jetson Orin series of edge AI modules for its next-generation imaging system, which will feature near real-time AI inference accelerated by the NVIDIA TensorRT SDK.
We're building a layer of AI models on top of our imaging capabilities to provide physicians with not just the diagnostic image but also an analysis of what they're seeing, Freudiger said. With the AI performance provided by NVIDIA Jetson at the edge, they'll be able to quickly determine what kinds of cancer cells are present in a biopsy image.
Invenio uses a cluster of NVIDIA RTX A6000 GPUs to train neural networks with tens of millions of parameters on pathologist-annotated images. The models were developed using the TensorFlow deep learning framework and trained on images acquired with NIO imaging systems.
The most powerful capability for us is the expanded VRAM on the RTX A6000 GPUs, which allows us to load large batches of images and capture the variability of features, Freudiger said. It makes a big difference for AI training.
On the Path to Clinical Deployment One of Invenio's AI products, NIO Glioma Reveal, is approved for clinical use in Europe and available for research use in the U.S. to help identify areas of cancerous cells in brain tissue.
A team of Invenio's collaborators from the University of Michigan, New York University, University of California San Francisco, the Medical University of Vienna and University Hospital of Cologne recently developed a deep learning model that can find biomarkers of cancerous tumors with 93% accuracy in 90 seconds.
With this ability to analyze different molecular subtypes of cancer within a tissue sample, doctors can predict how well a patient will respond to chemotherapy - or determine whether a tumor has been successfully removed during surgery.
Beyond its work on brain tissue analysis, Invenio this year announced a clinical research collaboration with Johnson & Johnson's Lung Cancer Initiative to develop and validate an AI solution that can help evaluate lung biopsies. The AI model will help doctors rapidly determine whether collected tissue samples contain cancer.
Lung cancer is the world's deadliest form of cancer, and in the U.S. alone, lung nodules are found in over 1.5 million patients each year. Once approved for clinical use, Invenio's NIO Lung Cancer Reveal tool aims to shorten the time needed to analyze tissue biopsies for these patients.
As part of this initiative, Invenio will run a clinical study before submitting the NVIDIA Jetson-powered AI solution for FDA approval.
Subscribe to NVIDIA healthcare news.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
02/06/2026
The TV agency was one of the earliest adopters of Nielsen's local television...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Grass Valley today announced that Australian News Channel (ANC), operator of Sky News Australia, has deployed Grass Valley AMPP to transform its newsroom produc...
02/06/2026
Studio Technologies, a leading manufacturer of high-quality audio, video, and fiber-optic solutions, announces its new Model 385 Mic/Intercom Beltpack. The Mode...
02/06/2026
The Riedel Group today announced the appointment of Gudrun Scharler as CEO of Riedel Networks. She succeeds Michael Martens, who has led Riedel Networks since 2...
02/06/2026
More signals, higher quality, and outstanding ingest and streaming flexibility deliver professional results in a small, all-in-one footprint...
02/06/2026
farmerswife will be featured on the Modena Media & Entertainment stand at this year's Mediatech Africa 2026, giving visitors an opportunity to explore the l...
02/06/2026
PTZOptics will showcase a new generation of intelligent video workflows at InfoComm 2026, June 17 19, Las Vegas. Visitors to booth N8227 will see how PTZOptics ...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/06/2026
Trust has become a commercial issue With global advertising spend forecast to exceed US$1 trillion this year*, the commercial consequences of weak governance co...
02/06/2026
June sees Ireland's cultural calendar in full bloom, as RT Supporting the Arts showcases a vibrant and wide-ranging programme spanning music, theatre, visu...
02/06/2026
After The Traitors Ireland launched in 2025, Irish audiences proved to have a taste for the global hit reality show. This Bank Holiday Monday fans can indulge e...
01/06/2026
In its sixth year, the broadcaster's coverage has become a global brand and ...
01/06/2026
Designed to solve a common problem in broadcasting, the automated workflow detects, identifies, removes, and documents copyrighted music
AudioShake has introdu...
01/06/2026
The sports-analytics company combines its data with proprietary AI to help leagu...
01/06/2026
Category line-up & sponsors announced
Photo: Paul Clarke
The Production Music Awards (PMA) have announced that submissions are now officially open ahead of...
01/06/2026
New hybrid sample/synthesis instrument revealed
Excite Audio have just released the latest instalment in their Evolve series, which has been developed in co...
01/06/2026
Latest TONEX expansion captures three rare vintage amps
The newest addition to IK Multimedia's ever-growing TONEX line-up introduces a set of three incr...
01/06/2026
Musically intelligent soft synth gets upgraded
Scaler Music will be probably be best known to many for their music theory tools, but their product range al...
01/06/2026
SBS confirms its broadcast sponsors for FIFA World Cup 2026
1 June, 2026
Media releases
SBS has secured Hyundai, Hisense, Macca's, Rexona, bet365, Com...
01/06/2026
Rohde & Schwarz Satellite Industry Days 2026 guided by the motto From Earth to ...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Marshall Electronics is showcasing a comprehensive lineup of next-generation POV cameras, purpose-built to power today's connected AV environments, at InfoC...
01/06/2026
Adobe Announces Concept to Vector
Deepa Subramaniam June 1, 2026
0 Comments
One of the biggest frustrations we hear from designers is how difficult it...
01/06/2026
Vampire Feature Night Patrol Graded with DaVinci Resolve Studio
Brie Clayton June 1, 2026
0 Comments
Colorist shapes dark, gritty tone for horror thri...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
01/06/2026
Luxembourg, June 1, 2026 - SES, a leading space solutions company, and Viva, Mexico's ultra low-cost airline, launched fast and reliable multi-orbit satelli...
01/06/2026
Agentic AI is getting physical.
At COMPUTEX on Tuesday, NVIDIA announced NVIDIA JetPack 7.2 and NVIDIA NemoClaw support on NVIDIA Jetson.
JetPack 7.2 brings a...
01/06/2026
Financial institutions have spent years building AI: fraud models, credit models...
01/06/2026
Mardi 2 juin 14h00
FilmLight (ARRI), 10 rue Ren Boulanger, 75010 Paris
Rejoignez-nous pour d couvrir comment FLAPI (l'API FilmLight) peut transformer e...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
31/05/2026
Olivia P rez-Collellmir to Premiere Original Work at Gaud Centennial in Barcelona The Berklee graduate and faculty member will debut her choral symphony with...
31/05/2026
Back to All News
Netflix Wins 15 Awards at the Canadian Screen Awards - See Pho...
31/05/2026
Taiwan is home to more than 500 NVIDIA ecosystem partners. More than 1 million N...
31/05/2026
As factories move from isolated automation to plant-wide intelligence, manufacturers need AI systems that can connect live machine signals, quality systems, wor...
31/05/2026
The NVIDIA AI Cloud ecosystem is accelerating the global buildout of AI factory infrastructure. Partners are expanding capacity to meet growing demand from ente...
30/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
Medical-device company Invenio Imaging is developing technology that enables surgeons to evaluate tissue biopsies in the operating room, immediately after samples are collected - providing in just three minutes AI-accelerated insights that would otherwise take weeks to obtain from a pathology lab.
