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CurveBeam AI

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AI-powered 3D bone analysis for orthopedic surgical planning.

CurveBeam AI develops artificial intelligence tools for bone segmentation and 3D deformity measurement, supporting orthopedic surgeons in weight-bearing CT analysis and clinical planning. Its software enables precise, 3D-based assessments that inform surgical decisions for foot, ankle, and knee conditions. On MarketScale, CurveBeam AI publishes content for orthopedic clinicians and medical imaging professionals.

47 episodes
Channel Brief·CurveBeam AI · 47 episodes
Updated Oct 20, 2025

Human judgment still beats robotics in orthopedic surgery.

CurveBeam AI argues that advanced imaging and AI diagnostics augment rather than replace surgeon expertise. The channel grounds this in adoption data, clinical outcomes, and interviews with practicing surgeons.

CurveBeam AI's core argument is that orthopedic innovation serves human skill, not the reverse. Weight-bearing CT imaging, 3D surgical planning, and AI-assisted diagnostics are tools that enhance surgeon judgment and patient outcomes by revealing anatomy invisible on traditional 2D imaging. The channel repeatedly demonstrates this through practitioner interviews and adoption metrics showing that technology adoption remains selective and clinical outcomes depend on how surgeons interpret and apply the data.

Drawn from Patient Care and Orthopedic Innovation in the … and 2 more →

“Robotic tools are currently more of an aide than a replacement for surgeons.”

Episode 1: Patient Care and Orthopedic Innovation in the Age of AI

By the numbers

11.6%

robot-assisted knee arthroplasty US market share in 2022

6x

growth in robot-assisted knee arthroplasty from 2017 to 2022

100+

surgical approaches for hallux valgus deformities requiring individualized planning

26

bones in the foot and ankle anatomical structure

What the channel argues

DataRobot-assisted knee arthroplasty grew 6-fold since 2017 but remains 11.6% of US procedures.→
InsightWeight-bearing CT reveals joint mechanics under load that traditional static imaging cannot capture.→
InsightInReach CT accelerated hand biomechanics research timelines at University of Arizona by integrating immediate scanning capability.→
DataMore than 100 surgical approaches exist for hallux valgus deformities, requiring 3D planning to optimize patient-specific outcomes.→
Insight3D imaging has transformed hindfoot alignment diagnosis by replacing 2D X-ray superimposition and positional dependency limitations.→

What you'll learn

•Weight-bearing CT imaging exposes skeletal alignment and joint mechanics under load, filling gaps that static MRI and X-ray cannot address in foot, ankle, and hindfoot diagnosis.
•Digital 3D surgical planning accommodates the anatomical variation in complex procedures like bunion correction, where no single technique suits all patients.
•AI diagnostics and bone segmentation tools support surgeon decision-making rather than replacing expertise, as evidenced by selective clinical adoption and continued reliance on human interpretation.
•Orthopedic practices that integrate advanced imaging with comprehensive care facilities see faster research timelines and more informed surgical planning than those relying on traditional modalities alone.
•Progressive collapsing foot disorder and similar complex pathologies benefit from WBCT-guided assessment to choose between fusion and joint-preserving procedures based on dynamic alignment data.

What to do about it

→Evaluate weight-bearing CT adoption in your orthopedic practice for foot and ankle cases where static imaging misses pathology, starting with hindfoot alignment and deformity assessment.
→Implement 3D surgical planning workflows for complex procedures to account for patient-specific anatomical variation and improve OR efficiency and patient outcomes.
→Train clinical teams to interpret AI-assisted diagnostics and imaging data as decision-support tools, not autonomous recommendations, preserving surgeon judgment as the final arbiter.

Who and what shows up

Dr. Lew Schon, MD

Director of Innovation at Mercy Medical Center and Professor at Johns Hopkins University and NYU Langone

Hosted multiple episodes as primary interviewer, framing orthopedic innovation around surgeon decision-making and patient outcomes rather than technology for its own sake.

Dr. Cesar de Cesar Netto, MD, PhD

Global leader in WBCT research and applications

Pioneered WBCT research at Medstar Union Memorial Hospital in Baltimore and now leads clinical adoption for progressive collapsing foot disorder, arguing all foot and ankle studies will eventually require WBCT.

Dr. Francois Lintz

Foot and ankle specialist and pioneer of 3D imaging

Established partnerships with CurveBeam around hindfoot alignment in 3D imaging and suggested rebranding WBCT as '3D X-ray' to clarify its diagnostic role.

Dr. Marie-Aude Munoz, MD

Orthopedic Foot and Ankle Surgeon from Montpellier, France

Pioneered weight-bearing CT adoption by opening a private clinic in France focused on foot and ankle pathology, demonstrating competitive advantage through advanced imaging.

University of Arizona Hand Research Laboratory

Orthopedic biomechanics research

Adopted InReach CT imaging to accelerate hand biomechanics research, demonstrating how integrated imaging infrastructure shortens research timelines and improves diagnostic accuracy.

Questions this channel answers

Q

Will weight-bearing CT replace traditional X-rays in orthopedic diagnosis?

Yes, speakers including Dr. Francois Lintz suggest WBCT will eventually replace traditional X-rays for foot and ankle pathology due to superior 3D visualization of hindfoot alignment and joint mechanics.

The Benefits of WBCT 3D Imaging Technologies with Dr. Fr… →
Q

How does weight-bearing CT improve surgical planning compared to static imaging?

Weight-bearing CT captures skeletal alignment and joint mechanics under load, revealing conditions invisible on traditional MRI and X-ray, allowing surgeons to plan procedures based on real-world patient movement and stress patterns.

Beyond Traditional Imaging: Dr. Blake Moore on Weight-Be… →
Q

Are robots and AI replacing surgeons in orthopedics?

No. Robotic tools function as aides to surgeon expertise, not replacements. Despite 6-fold growth since 2017, robot-assisted knee arthroplasty accounted for only 11.6% of US procedures in 2022, and human judgment remains the critical differentiator.

Patient Care and Orthopedic Innovation in the Age of AI:… →
Q

What organizational setup best supports advanced orthopedic imaging adoption?

Integrated facilities offering comprehensive care including biomechanics tools, motion analysis systems, and multiple imaging modalities enable faster research and more informed surgical decision-making than isolated practices.

How InReach CT has Sped up the Pace of Research at the U… →
Topics:Weight-bearing CT imaging (WBCT)3D surgical planning and deformity correctionAI-assisted diagnostics and bone segmentationFoot and ankle orthopedicsHindfoot alignment assessment
Themes:Technology augments human expertise, not replaces it3D imaging reveals pathology invisible on 2D modalitiesClinical adoption remains selective and outcome-driven

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