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Urology

Driving innovation across urological imaging modalities

RSIP Vision brings versatile experience and extensive clinical understanding into custom AI and algorithmic development in the urology field. CT, MR, fluoro, ultrasound, and video - we handle them all, in a variety of computer vision tools and use cases.

AI and Computer Vision Technologies

Much more than AI, we integrate expert medical knowledge from Day One, and leverage all image analysis techniques – from neural networks to 3D computer vision to parametric modeling – integrating multiple data sources and expert clinical knowledge to power the solution.

Urolithiasis Treatment

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Urolithiasis Treatment
Urolithiasis, the formation of “stones” in the urinary pathway
  • Guided shockwave lithotripsy (SWL)
  • 3D reconstruction for stent placement
  • Stone passing assessment
  • Post-op assessment of obstructions and stents
Segmented prostate gland from MRI scan

Prostate Cancer Treatment

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Prostate Cancer Treatment
Segmented prostate gland from MRI scan
Segmented prostate gland from MRI scan
  • Prostate gland segmentation
  • 3D ultrasound reconstruction for guided biopsies
  • MRI and US fusion for guided biopsies
  • Automated microscopy analysis
  • Robotic guidance in procedures
Segmented prostate gland

BPH Treatment

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Benign Prostatic Hyperplasia (BPH) Treatment
Segmented prostate gland
A segmented ultrasound image of the prostate gland
  • Prostate gland segmentation
  • 3D ultrasound reconstruction for guided biopsies
  • MRI and US fusion for guided biopsies
  • Accurate placement of stents
  • Assessment of surgical necessity

Renal Cancer Treatment

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Renal Cancer Treatment

  • Classification of SRMs (small renal masses)
  • Classification and grading of cancerous SRMs

Prostate Image Fusion

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Prostate Image Fusion
  • Multimodal imaging
  • MRI-targeted-ultrasound-guided biopsies
  • Fully automated image fusion
  • Accuracy at the level of scan resolution or better
Video-Analytics

Video Analysis

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Video Analysis
  • Video-AnalyticsLive video feed during interventional procedures
  • 3D reconstruction of images
  • Improved accuracy and better guidance
Kidney segmentation

Kidney Inner Segmentation

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Kidney Inner Segmentation
  • Accurate segmentation for Renal artery, vein, calyces, ureter, cortex, and medulla
  • The initial step towards automated computerized detection of renal pathologies
  • Ideal map for pre-procedural planning (tumor or stone removal)

Kidney Segmentation

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Kidney Segmentation
  • Utilize AI for accurate kidney segmentation from CT or MRI
  • Plan renal procedures and detect pathologies
  • Avoid time-consuming manual segmentation

R&D Services

Application and device specific solutions. Research and IP creation

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General Case Study

Endoscopic Video Analysis

The challenge
  • An innovative start-up initiative in the endoscopy space wanted to quickly prove out a range of AI benefits for video analysis application
Our approach
  • The RSIP Vision R&D team, in close collaboration with in-house and client medical experts, developed a multi-functional proof of concept
  • We quickly & efficiently built key capabilities including pathology detection, image segmentation, motion estimation, and image quality
  • During the development process, RSIP Vision discovered novel AI use cases with strong additional business potential, enhancing our client’s value proposition
The outcome
  • We supported client, leading to a successful transaction with a large industry-leading corporation
  • We developed & delivered novel core technologies, providing a strong basis for full solution development
  • At this time, production and solution development is underway in continued partnership with RSIP Vision

Learn more

Learn more solutions and technologies from this field

The Power of AI in Robotic Surgeries

Fireside Chat – The Power of AI in Robotic Surgeries

This Fireside Chat was held on Tuesday September 26, 2023 Guest speaker: Simone Crivellaro, MD, MHA UIC, Urology Dept, Vice Chair, Lawrence S. Ross, Professor & Associate Professor UIC, Urology Robotic, Section Chief UIC, Urology at Mount Sinai Hospital, Division Chief A Fireside Chat on cutting-edge technologies behind surgical advancement, where technology seamlessly integrates with medical expertise. We discuss advanced pre-operative planning, case-specific simulations, and AI-based tools that make all these realistic, representing the future of surgery. Intra-op technologies, such as dynamic fusion of real-time ultrasound, that enhance visualization and

Read More
AI-Assisted Prostate cancer diagnosis

AI-Assisted Prostate Cancer Diagnosis

Prostate cancer is the second most prevalent cancer in men, affecting about 1 in 8 men during their lifetime. Often, patients will have an MRI scan as part of regular screening. MRI images identify regions and details such as the prostate boundary, zones and tumors, which radiologists use to calculate the Prostate Imaging Reporting and Data System (PI-RADS) score. The PI-RADS score ranges from 1 to 5 (low to high probability of clinically significant cancer) and provides the basis for diagnosis and treatment. Patients with a PI-RADS score of 3

Read More
Prostate Guidance

Intra-op Prostate Guidance by RSIP Vision

Approximately one million prostate biopsies are performed each year in the United States to diagnose and monitor prostate cancer. Doctors commonly use transrectal ultrasound (TRUS) to generate real-time images of the prostate to help guide the biopsy. To mitigate the risk of missing a lesion, physicians usually carry out multiple collections from the gland. Nonetheless, there is a risk that some tumors may go undetected. Therefore, it is common practice for the patient to have a pre-op MRI scan, which generates a more detailed image of the prostate. This provides

Read More
Neph - Partial Nephrectomy surgery

RSIP Neph Announces a Revolutionary Intra-op Solution for Partial Nephrectomy Surgeries

This next generation robotic surgery innovation utilizes AI-based visual intelligence to provide vital information that is overlaid and presented on the video feed in real-time during surgery  Jerusalem, Israel, Jan 26, 2023 – Today, RSIP Neph (part of the RSIP Vision group) announced its new innovative intra-op solution that utilizes advanced Computer Vision and Artificial Intelligence algorithms, to enhance the next generation of robotic surgery. This solution has been under development with the largest urology department in Israel and it will assist surgeons during the surgery itself, by providing additional

Read More
Benign Prostatic Hyperplasia BPH

AI for Benign Prostatic Hyperplasia BPH

How can Artificial Intelligence benefit urology patients, in particular those affected by prostate BPH (Benign Prostatic Hyperplasia)? AI-based solutions for urology applications are under development and promise important breakthroughs in both operation planning and treatment. The first type of the BPH treatment is typically non-invasive and based on medications. Some patients subsequently move to intrusive solutions, These are mostly minimally invasive and mainly endoscopic. AI can provide a great contribution to the planning of the surgery: advanced AI algorithms might foresee some complications in advance and provide valuable information to

Read More
Ureter Reconstruction 2d3d

Announcement – New Urological AI Tool for 3D Reconstruction of the Ureter

RSIP Vision Presents New Urological AI Tool for 3D Reconstruction of the Ureter Improving Urological Procedures Innovative technology utilizes 2D fluoroscopic images and reconstructs an accurate 3D model of the ureter for planning and guidance during ureteroplasty. TEL AVIV, Israel & SAN JOSE, Calif., October 4, 2022 – RSIP Vision, a leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announces today a new tool for 3D reconstruction of the ureter. This tool transforms 2D fluoroscopic images of the ureter into a medical grade 3D model. The reconstructed

Read More
The Power of AI in Robotic Surgeries

Fireside Chat – The Power of AI in Robotic Surgeries

This Fireside Chat was held on Tuesday September 26, 2023 Guest speaker: Simone Crivellaro, MD, MHA UIC, Urology Dept, Vice Chair, Lawrence S. Ross, Professor & Associate Professor UIC, Urology Robotic, Section Chief UIC, Urology at Mount Sinai Hospital, Division Chief A Fireside Chat on cutting-edge technologies behind surgical advancement, where technology seamlessly integrates with medical expertise. We discuss advanced pre-operative planning, case-specific simulations, and AI-based tools that make all these realistic, representing the future of surgery. Intra-op technologies, such as dynamic fusion of real-time ultrasound, that enhance visualization and

Read More
AI-Assisted Prostate cancer diagnosis

AI-Assisted Prostate Cancer Diagnosis

Prostate cancer is the second most prevalent cancer in men, affecting about 1 in 8 men during their lifetime. Often, patients will have an MRI scan as part of regular screening. MRI images identify regions and details such as the prostate boundary, zones and tumors, which radiologists use to calculate the Prostate Imaging Reporting and Data System (PI-RADS) score. The PI-RADS score ranges from 1 to 5 (low to high probability of clinically significant cancer) and provides the basis for diagnosis and treatment. Patients with a PI-RADS score of 3

Read More
Prostate Guidance

Intra-op Prostate Guidance by RSIP Vision

Approximately one million prostate biopsies are performed each year in the United States to diagnose and monitor prostate cancer. Doctors commonly use transrectal ultrasound (TRUS) to generate real-time images of the prostate to help guide the biopsy. To mitigate the risk of missing a lesion, physicians usually carry out multiple collections from the gland. Nonetheless, there is a risk that some tumors may go undetected. Therefore, it is common practice for the patient to have a pre-op MRI scan, which generates a more detailed image of the prostate. This provides

Read More
Neph - Partial Nephrectomy surgery

RSIP Neph Announces a Revolutionary Intra-op Solution for Partial Nephrectomy Surgeries

This next generation robotic surgery innovation utilizes AI-based visual intelligence to provide vital information that is overlaid and presented on the video feed in real-time during surgery  Jerusalem, Israel, Jan 26, 2023 – Today, RSIP Neph (part of the RSIP Vision group) announced its new innovative intra-op solution that utilizes advanced Computer Vision and Artificial Intelligence algorithms, to enhance the next generation of robotic surgery. This solution has been under development with the largest urology department in Israel and it will assist surgeons during the surgery itself, by providing additional

Read More
Benign Prostatic Hyperplasia BPH

AI for Benign Prostatic Hyperplasia BPH

How can Artificial Intelligence benefit urology patients, in particular those affected by prostate BPH (Benign Prostatic Hyperplasia)? AI-based solutions for urology applications are under development and promise important breakthroughs in both operation planning and treatment. The first type of the BPH treatment is typically non-invasive and based on medications. Some patients subsequently move to intrusive solutions, These are mostly minimally invasive and mainly endoscopic. AI can provide a great contribution to the planning of the surgery: advanced AI algorithms might foresee some complications in advance and provide valuable information to

Read More
Ureter Reconstruction 2d3d

Announcement – New Urological AI Tool for 3D Reconstruction of the Ureter

RSIP Vision Presents New Urological AI Tool for 3D Reconstruction of the Ureter Improving Urological Procedures Innovative technology utilizes 2D fluoroscopic images and reconstructs an accurate 3D model of the ureter for planning and guidance during ureteroplasty. TEL AVIV, Israel & SAN JOSE, Calif., October 4, 2022 – RSIP Vision, a leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announces today a new tool for 3D reconstruction of the ureter. This tool transforms 2D fluoroscopic images of the ureter into a medical grade 3D model. The reconstructed

Read More
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Created by Shmulik

R&D Services

How we work

Planning
    • Free consultations for concept development
    • Work plan creation & literature review
Data
    • Data acquisition assistance thru our medical partners
    • Support custom datasets

Execution

    • Multidisciplinary team – PM, R&D, medical, & annotation
    • Weekly client meetings
    • Full transparency at all stages

Deliverables

    • Software, source code, technology transfer, integration support & new IP
    • Solution is yours to keep, no per-use royalties