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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

Percutaneous Nephrolithotomy

PCNL – Planning and real-time navigation

Urolithiasis, or kidney stones, is a common pathology affecting nearly 10% of the population in the USA. Percutaneous Nephrolithotomy (PCNL) is a minimally invasive urology procedure intended to remove stones from the kidney and proximal ureter which are less amiable to other endourological modalities, specifically large stones, or in the presence of abnormal anatomy. This procedure requires real-time ultrasound and/or X-ray guidance and is usually preceded with a CT scan for diagnosis. Gaining access is the first and most challenging part of the procedure. The tract needs to be created

Read More
Prostate Tumor Segmentation

Implementing AI to Improve PI-RADS Scoring

Prostate Cancer and PI-RADS scoring Prostate cancer is the most common male cancer in the USA. When diagnosed early, mortality rates are very low, therefore, most men over the age of 60 years undergo screening for prostate cancer that includes PSA levels and digital rectal examination. Common practice dictates that when Prostate-specific antigen (PSA) levels are high, or when the patient is in a higher risk group, a prostate MRI scan is performed. This scan is read by a radiologist in search of lesions. To set an objective diagnosis for

Read More
Procedural Planning in urology

Procedural Planning in Urology

Challenges in Biopsies There are various types of urological cancers, the most common ones being prostate and kidney cancer. In cancer, early and accurate detection significantly improves survival rate and reduces treatment cost. Similar to other cancers, detection is performed using a biopsy – inserting a needle to the suspicious tissue and sampling it. Often there is uncertainty regarding exact positioning, so the tissue is penetrated several times to verify adequate sampling. The biopsy is performed with ultrasound (US) guidance – real-time imaging for needle tracking and tissue visualization. However,

Read More

PR – Bladder Panorama Generator and Sparse Reconstruction Tool

RSIP Vision Introduces Bladder Panorama Generator and Sparse Reconstruction Tool New modules perform stitching of bladder images during cystoscopies, creating a panoramic view and provides sparse reconstruction to verify a complete scan. TEL AVIV, Israel & SAN JOSE, Calif., October 20, 2021 – RSIP Vision, a leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announced today a new panoramic image generator and 3D sparse reconstruction tool for bladder imagery. The tool automatically performs accurate stitching of cystoscopy images of the bladder to create a

Read More
MRI-to-Ultrasound Fusion by RSIP Vision

PR – MRI to Ultrasound Fusion for Prostate

RSIP Vision Launches an Advanced AI-Based Tool for Prostate MRI and Ultrasound Registration Enabling Precise Navigation in Key Procedures New module creates a warped MRI scan that matches real-time ultrasound results to precisely locate clinically relevant regions and reduce procedural risks to patients. TEL AVIV, Israel & SAN JOSE, Calif., May 6, 2021 – RSIP Vision, an experienced leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announced today a new prostate MRI-to-ultrasound registration tool. The tool’s fully automated, deep learning-based capabilities provide a robust

Read More
Urology image fusion

Image Analysis and Artificial Intelligence in Urology

Artificial intelligence (AI) and deep learning play an increasingly crucial role in medical imaging in general, and in the field of urology particularly. The applications of AI in urology are numerous, starting with accurate diagnosis (using image segmentation and abnormality detection), continuing with biopsy and operative procedures (using tools for assisted navigation and robotic guidance), and ending in treatment assessment (using tools similar to those used in diagnosis in order to assess the response to treatment). 

Read More
Percutaneous Nephrolithotomy

PCNL – Planning and real-time navigation

Urolithiasis, or kidney stones, is a common pathology affecting nearly 10% of the population in the USA. Percutaneous Nephrolithotomy (PCNL) is a minimally invasive urology procedure intended to remove stones from the kidney and proximal ureter which are less amiable to other endourological modalities, specifically large stones, or in the presence of abnormal anatomy. This procedure requires real-time ultrasound and/or X-ray guidance and is usually preceded with a CT scan for diagnosis. Gaining access is the first and most challenging part of the procedure. The tract needs to be created

Read More
Prostate Tumor Segmentation

Implementing AI to Improve PI-RADS Scoring

Prostate Cancer and PI-RADS scoring Prostate cancer is the most common male cancer in the USA. When diagnosed early, mortality rates are very low, therefore, most men over the age of 60 years undergo screening for prostate cancer that includes PSA levels and digital rectal examination. Common practice dictates that when Prostate-specific antigen (PSA) levels are high, or when the patient is in a higher risk group, a prostate MRI scan is performed. This scan is read by a radiologist in search of lesions. To set an objective diagnosis for

Read More
Procedural Planning in urology

Procedural Planning in Urology

Challenges in Biopsies There are various types of urological cancers, the most common ones being prostate and kidney cancer. In cancer, early and accurate detection significantly improves survival rate and reduces treatment cost. Similar to other cancers, detection is performed using a biopsy – inserting a needle to the suspicious tissue and sampling it. Often there is uncertainty regarding exact positioning, so the tissue is penetrated several times to verify adequate sampling. The biopsy is performed with ultrasound (US) guidance – real-time imaging for needle tracking and tissue visualization. However,

Read More

PR – Bladder Panorama Generator and Sparse Reconstruction Tool

RSIP Vision Introduces Bladder Panorama Generator and Sparse Reconstruction Tool New modules perform stitching of bladder images during cystoscopies, creating a panoramic view and provides sparse reconstruction to verify a complete scan. TEL AVIV, Israel & SAN JOSE, Calif., October 20, 2021 – RSIP Vision, a leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announced today a new panoramic image generator and 3D sparse reconstruction tool for bladder imagery. The tool automatically performs accurate stitching of cystoscopy images of the bladder to create a

Read More
MRI-to-Ultrasound Fusion by RSIP Vision

PR – MRI to Ultrasound Fusion for Prostate

RSIP Vision Launches an Advanced AI-Based Tool for Prostate MRI and Ultrasound Registration Enabling Precise Navigation in Key Procedures New module creates a warped MRI scan that matches real-time ultrasound results to precisely locate clinically relevant regions and reduce procedural risks to patients. TEL AVIV, Israel & SAN JOSE, Calif., May 6, 2021 – RSIP Vision, an experienced leader in driving innovation for medical imaging through advanced AI and computer vision solutions, announced today a new prostate MRI-to-ultrasound registration tool. The tool’s fully automated, deep learning-based capabilities provide a robust

Read More
Urology image fusion

Image Analysis and Artificial Intelligence in Urology

Artificial intelligence (AI) and deep learning play an increasingly crucial role in medical imaging in general, and in the field of urology particularly. The applications of AI in urology are numerous, starting with accurate diagnosis (using image segmentation and abnormality detection), continuing with biopsy and operative procedures (using tools for assisted navigation and robotic guidance), and ending in treatment assessment (using tools similar to those used in diagnosis in order to assess the response to treatment). 

Read More
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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