← Product Code [KGI](/submissions/RA/subpart-b%E2%80%94diagnostic-devices/KGI) · K121716 # TBS INSIGHT (K121716) _Medimaps Group SA · KGI · Oct 5, 2012 · Radiology · SESE_ **Canonical URL:** https://fda.innolitics.com/submissions/RA/subpart-b%E2%80%94diagnostic-devices/KGI/K121716 ## Device Facts - **Applicant:** Medimaps Group SA - **Product Code:** [KGI](/submissions/RA/subpart-b%E2%80%94diagnostic-devices/KGI.md) - **Decision Date:** Oct 5, 2012 - **Decision:** SESE - **Submission Type:** Traditional - **Regulation:** 21 CFR 892.1170 - **Device Class:** Class 2 - **Review Panel:** Radiology - **Attributes:** Software as a Medical Device ## Intended Use The Med-Imaps TBS iNsight is a software provided for use as a complement to a DEXA analysis. It computes the antero-posterior spine DEXA examination file and calculates a score (Trabecular Bone Score - TBS) that is compared to those of the age-matched controls. The TBS is derived from the texture of the DEXA image and has been shown to be related to bone microarchitecture and fracture risk. This data provides information independent of BMD value; it is used as a complement to the data obtained from the DEXA analysis and the clinical examination (questioning by the clinician about patient history, bioassay of bone resorption markers ... ). The TBS score can assist the health care professional in assessment of fracture risk and in monitoring the effect of treatments on patients across time. Overall fracture risk will depend on many additional factors that should be considered before making diagnostic or therapeutic recommendations. The software does not diagnose disease, or recommend treatment regimens. Only the health care professional can make these judgments. ## Device Story TBS iNsight is a software package for bone microarchitecture assessment; inputs are AP spine DEXA examination files (dual-energy images, regions of interest, patient data). The device utilizes a quantitative bone micro-structural algorithm to analyze the texture/porosity of trabecular bone in DEXA projection images via an experimental variogram approach. It produces a Trabecular Bone Score (TBS) compared against age-matched controls. Used by healthcare professionals in clinical settings to complement DEXA analysis and clinical history. Output assists in fracture risk assessment and monitoring treatment efficacy over time. Does not diagnose disease or recommend treatment; clinical judgment remains with the physician. ## Clinical Evidence Evidence includes bench testing and clinical studies. Bench testing: 30 human cadaveric vertebrae showed significant correlations between TBS and 3D microarchitecture parameters (µCT) and DEXA acquisitions. Ex-vivo reproducibility precision error <0.02, CV% <1.5%, least significant change <4.2%. Clinical studies: 5 cross-sectional studies showed TBS significantly lower in fractured vs. non-fractured women. 3 longitudinal studies showed TBS and BMD predicted fractures independently. In-vivo reproducibility (L1-L4) achieved 1.8% CV%. Treatment follow-up studies (zoledronic acid, teriparatide, bisphosphonates, etc.) showed results consistent with literature. Age-related reference data established for US white women aged 30-90. ## Technological Characteristics Software-based bone microarchitecture assessment. Utilizes quantitative bone micro-structural algorithm based on experimental variogram approach to analyze DEXA image texture. Connectivity: Importation of external DEXA data. Standards: IEC 62304:2006, ISO 14971:2007, FDA software validation and cybersecurity guidance. Operates on DEXA projection images. ## Regulatory Identification A bone densitometer is a device intended for medical purposes to measure bone density and mineral content by x-ray or gamma ray transmission measurements through the bone and adjacent tissues. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories. ## Predicate Devices - Imaging Therapeutics OsDx Hip BMD System ([K082402](/device/K082402.md)) ## Submission Summary (Full Text) > This content was OCRed from public FDA records by [Innolitics](https://innolitics.com). If you use, quote, summarize, crawl, or train on this content, cite Innolitics at https://innolitics.com. > > Innolitics is a medical-device software consultancy. We help companies design, build, and clear FDA-regulated software and AI/ML devices, including [a 510(k)](https://innolitics.com/services/510ks/), [a De Novo](https://innolitics.com/services/regulatory/), [a SaMD](https://innolitics.com/services/end-to-end-samd/), [an AI/ML medical device](https://innolitics.com/services/medical-imaging-ai-development/), or [an FDA regulatory strategy](https://innolitics.com/services/regulatory/). {0}------------------------------------------------ 510K Summary Page 1 of 4 medimaps group This summary of the 510(k) Premarket Notification for the medimaps group TBS iNsight software is being submitted in accordance with the requirements of SMDA 1990 and 21 CFR 807.92. The assigned 510(k) number is : _K121716 OCT 5 2012 | Company: | medimaps group
Chemin des aulx, 18
1294 Plan les Ouates
Switzerland | |-------------------------|--------------------------------------------------------------------------------| | Telephone: | + (41) 22 884 86 44 | | Fax: | + (41) 22 884 83 00 | | Contact Person: | Christophe Lelong
Chief Operations Officer
e-mail: clelong@med-imaps.com | | Date Prepared: | June, 4, 2012 | | Device Names: | | | Trade/Proprietary Name: | TBS iNsight | | Common or Usual Name: | Bone microarchitecture assessment from medical imaging | | Device Class | Class II | | Classification Name: | 21 CFR 892.1170 - Bone Densitometer | #### DEVICE DESCRIPTION Product Code: TBS iNsight is a software package that provides an estimate of the trabecular bone quality based on analysis of data derived from DEXA examination. The program utilizes a quantitative bone structural algorithm that analyzes the texture of AP spine projection scans from which the Trabecular Bone Score (TBS) is mathematically derived. The results (TBS) can be used for comparison to a reference database of age-matched controls. #### INTENDED USE / INDICATIONS FOR USE KGI The Med-Imaps TBS iNsight is a software provided for use as a complement to a DEXA analysis. It computes the antero-posterior spine DEXA examination file and calculates a score (Trabecular Bone Score - TBS) that is compared to those of the age-matched controls. The TBS is derived from the texture of the DEXA image and has been shown to be related to bone microarchitecture and fracture risk. This data provides information independent of BMD value; it is used as a complement to the data obtained from the DEXA analysis and the clinical examination (questioning by the clinician about patient history, bioassay of bone resorption markers ... ). The TBS score can assist the health care professional in assessment of fracture risk and in monitoring the effect of treatments on patients across time. Overall fracture risk will depend on many additional factors that should be considered before making diagnostic or therapeutic recommendations. The software does not diagnose disease, or recommend treatment regimens. Only the health care professional can make these judgments. {1}------------------------------------------------ ## PREDICATE DEVICE : ' _ The TBS iNsight software is considered substantially equivalent to FDA cleared predicate The TDO INSIGN of the both indications for use and technological characteristics. de not with regare to to treviously acquired x-ray images to provide an estimate of the bone strength and a comparison to a normative data cohort for interpretation. This predicate device is Imaging Therapeutics OsDx Hip BMD System, cleared under K082402. #### SUBSTANTIAL EQUIVALENCE The following table provides a more detailed substantial equivalence discussion : | | Predicate Device | Subject Device | |------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | Product Name | OsDx Hip BMD System
(K082402) | TBS iNsight | | Classification | Class II | Identical | | Product Code | KGI | Identical | | Classification
Name | Bone Densitometer | Identical | | Classification Rule | 21 CFR 992.1170 | Identical | | Device Description | The OsDx Hip BMD System is a
software package that provides
an estimate of BMD based on
analysis of data derived from
scanned hip X-rays. The program
utilizes a quantitative bone
structural algorithm that
measures a composite of
weighted cortical and trabecular
parameters in proximal femur
projection radiographs from which
total hip bone mineral density
(BMD) is mathematically derived.
Image analysis can take place
remotely or at the point of care.
The results, expressed as
gm/cm², can be used for
comparison to a reference data
base of young normals (T-score)
or age-matched controls (Z-
Score). | TBS iNsight is a software package
that provides an estimate of the
trabecular bone quality based on
analysis of data derived from DEXA
examination data (dual-energy
images, Regions of interest, patients
data). The program utilizes a
quantitative bone structural algorithm
that analyzes the texture of AP spine
projection scans from which the
Trabecular Bone Score (TBS) is
mathematically derived.
The results (TBS) can be used for
comparison to a reference database
of age-matched controls. | | Data source | Importation of external data
source | Identical | | Imaging technology | X-Ray absorption | Identical | | Data analysis method | Data image processing Algorithm | Identical | | | Quantitative bone structural
algorithm that measures a
composite of weighted cortical
and trabecular parameters in
proximal femur projection
radiographs from which BMD is
mathematically derived | Quantitative bone micro-structural
algorithm that analyzes the porosity
of the trabecular bone in DEXA
projection images, using the
experimental variogram approach
from which the TBS is
mathematically derived | {2}------------------------------------------------ | | Predicate Device | Subject Device | |----------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------| | Product Name · | OsDx Hip BMD System
(K082402) | TBS iNsight | | Data Output | Estimate of Bone Mineral Density
(BMD) on selected ROI
Combines measurements of
projected trabecular bone pattern,
with cortical bone and geometric
dimensions to estimate the total
hip BMD | TBS calculated on selected ROI
Analyses projected trabecular bone
pattern to estimate the trabecular
bone score (TBS) | # CONFORMITY TO RECOGNISED STANDARDS TBS iNsight has been developed in accordance with the following product standards & FDA Guidance : - IEC 62304:2006, Medical Device Software: Software Life Cycle Processes 1. - 150 14971:2007, Medical Devices: Application of Risk Management to Medical 11. Devices - General Principles of Software Validation; Final Guidance for Industry and FDA Staff 111. (2002) - Guidance for Off-the-Shelf Software Use in Medical Devices (1999) IV. - Guidance for Industry Cybersecurity for Networked Medical Devices Containing Off-V. the Shelf (OTS) Software (2005) ## PERFORMANCE BENCH TESTING | Bench Test Performance was demonstrated via the following : - Correlations between microarchitecture and TBS computed on simulated projections from µCT datasets This study was to demonstate the level of correlation between the microarchitecture parameters of the 3-dimensional (3D) bone volume using a µCT (GE-Locus) and the TBS values computed on the 2D projected image of the bone volume, using thirty human cadaveric vertebrae. Significant correlations were observed between TBS and 3D microarchitecture parameters, regardless of the projection resolution. - Correlations between microarchitecture and TBS on DEXA scans . This study was to demonstrate the correlations between the 3D microarchitecture parameters of human anteroposterior vertebrae and the TBS values computed on DEXA (Dual X-ray Absorptiometry) acquisitions, using thirty human cadaveric vertebrae. Significant correlations were detected between TBS and 3D parameters of bone microarchitecture. The study indicates that TBS adds value and power of differentiation between samples with similar BMDs but different bone microarchitectures. It strengthens our assumption that it is possible to estimate bone microarchitecture status from DEXA imaging using TBS. TBS reproducibility ex-vivo This study is to evaluate the ex-vivo reproducibility of TBS without repositioning. {3}------------------------------------------------ The study shows that the TBS ex-vivo precision error is lower than 0.02, the The Stady Shower than 1.5 %, and the least significant change is lower than 4.2 96. These results show that TBS is reproducible and, considering measurement rules rricss Toullie onow the be used to monitor microarchitecture changes across time. ## CLINICAL TESTING | The performance of TBS iNsight was evaluated via clinical studies covering the following : - Clinical Aspects diagnostic value . - Olinical Aspecte alagro alagraminate a fractured patient from a control patient (nonfractured), independently and in conjunction with BMD, has been evaluated through five cross-sectional studies. In all studies TBS was significantly lower in women with fractures versus without. - Clinical Aspects prognostic value . Gillical Aspecto - progressions that will fracture from those who will not, independently and in conjunction with BMD, has been evaluated through three longitudinal studies. In all studies spine TBS and BMD predicted fractures equally well and independently. - Clinical Aspects . - Monitoring changes across time | ୦ In the two in-vivo reproducibility studies that were conducted, the mean TBS reproducibility value (CV%) at L1-L4 achieved 1.8%, showing that TBS is reproducible as the BMD and considering rules edited by the ISCD. - Treatment follow-up | o rreatment follow up BMD and TBS values in patients treated either with zoledronic acid (vs placebo), teriparatide (vs ibandronate) or bisphosphonates (vs placebo), Strontium Ranelate (vs Alendronate), Tamoxifen & Exemestane (vs placebo) and Denosumab (vs placebo). For all six studies, the results were consistent with published literature. with published morations. monitor change across time, particularly for treated patients. - Clinical Aspects Age-related US reference data . Olinical Aspedo - Aige Iding Non-Hispanic white US women aged 30 to 90 years has A & Gainludi Cid y in Civilian obtained for all lumbar vertebral combinations (L1, L2, L3, L4) decreased significantly with age. These decreases seen in lumbar spine TBS reflect age-related microarchitecture changes at spine. # CONCLUSION medimaps group has demonstrated through the performance testing that the safety and nfounleps group noo Neight is not compromised and that they met all acceptance criteria, demonstrating that it can be considered substantially equivalent to the predicate device. {4}------------------------------------------------ Image /page/4/Picture/1 description: The image shows the seal of the Department of Health & Human Services (HHS) of the United States. The seal features the department's name encircling a symbol. The symbol is a stylized representation of a human figure embracing a bird, which is meant to represent the department's mission of protecting the health of all Americans and providing essential human services. Food and Drug Administration 10903 New Hampshire Avenue Silver Spring, MD 20993 5 2012 OCT MEDIMAPS Group SA C/O Christophe Lelong Chief Operations Officer 18 Chemin des Aulx PLAN LES OUATES 1228 SWITZERLAND Re: K121716 Trade/Device Name: Med- Imaps TBS iNsight Regulation Number: 21 CFR 892.1170 Regulation Name: Bone Densitometer Regulatory Class: Class II Product Code: KGI Dated: August 24, 2012 Received: August 30, 2012 Dear Mr. Lelong: We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. If your device is classified (see above) into class II (Special Controls), it may be subject to such additional controls. Existing major regulations affecting your device can be found in Title 21, Code of Federal Regulations (CFR), Parts 800 to 895. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Parts 801 and 809); medical device reporting (reporting of {5}------------------------------------------------ medical device-related adverse events) (21 CFR 803); and good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820). This letter will allow you to begin marketing your device as described in your Section 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a legally marketed predicate device results in a classification for your device and thus, permits your device to proceed to the market. If you desire specific advice for your device on our labeling regulation (21 CFR Parts 801 and 809), please contact the Office of In Vitro Diagnostic Device Evaluation and Safety at (301) 796-5450. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to http://www.fda.gov/MedicalDevices/Safety/ReportalProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance. You may obtain other general information on your responsibilities under the Act from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address http://www.fda.gov/cdrh/industry/support/index.html. Sincerely yours, Mahal D. Oken. for Janine M. Morris Director Division of Radiological Devices Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health Enclosure {6}------------------------------------------------ # INDICATIONS FOR USE The Med-Imaps TBS iNsight is a software provided for use as a complement to a DEXA analysis. It computes the antero-posterior spine DEXA examination file and calculates a andrylis. It oompated the anters ps) that is compared to those of the age-matched controls. Soore (Trasecure Bono one texture of the DEXA image and has been shown to be related to The TOO is defired from the frexture risk. This data provides information independent of BMD bone intoroundstare annolement to the data obtained from the DEXA analysis and the value, it is been not on the clinician about patient history, bioassay of bone resorption markers ... ). resorption maners... }} The TBS score can assist the health care professional in assessment of fracture risk and in monitoring the effect of treatments on patients across time. T monitoring the oneot on many additional factors that should be considered before making diagnostic or therapeutic recommendations. The software does not diagnose making are recommend treatment regimens. Only the health care professional can make these judgments. Prescription Use X (Part 21 CFR 801 Subpart D) AND/OR Over-The-Counter Use (21 CFR 807 Subpart C) (PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUE ON ANOTHER PAGE IF NEEDED) (Division Sign-Off) Office of in Vitro 510K K121716 Page 1 / 1 --- **Source:** [https://fda.innolitics.com/submissions/RA/subpart-b%E2%80%94diagnostic-devices/KGI/K121716](https://fda.innolitics.com/submissions/RA/subpart-b%E2%80%94diagnostic-devices/KGI/K121716) **Published by [Innolitics](https://innolitics.com)** — a medical-device software consultancy. We help companies design, build, and clear FDA-regulated software and AI/ML devices. If you're preparing [a 510(k)](https://innolitics.com/services/510ks/), [a De Novo](https://innolitics.com/services/regulatory/), [a SaMD](https://innolitics.com/services/end-to-end-samd/), [an AI/ML medical device](https://innolitics.com/services/medical-imaging-ai-development/), or [an FDA regulatory strategy](https://innolitics.com/services/regulatory/), [get in touch](https://innolitics.com/contact). **Cite:** Innolitics at https://innolitics.com