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Resona I9, Resona I9 Exp. Resona I9T. Resona I9 Easi, Resona I9 Nasa, Resona IV. Imagyn I9, Imagyn I9S, Imagyn 19 Easi, Nuewa 19, Nuewa 19T, Nuewa 19 Exp, Nuewa 19 Easi, Anesus 19, Anesus 19, Anesus 19, Resona 19W, Recho 19, Recho 19 Exp, Recho 19S, Recho 19T Diagnostic Ultrasound System is applicable for adults, pregnant women, pediatric patients and neonates. It is intended for use in fetal, abdominal, Intra-operative (includes abdominal, thoracic, and vascular), Laparoscopic, pediatric, small organ (breast, thyroid, testes), neonatal and adult cephalic, trans-rectal, trans-vaginal, musculo-skeletal (conventional, superficial), Thoracic/Pleural, adult and pediatric cardiac, trans-esoph. (Cardiac), peripheral vessel, and urology exams.

Modes of operation include: B, M, PWD, CWD, Color Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, Smart3D, 4D(Reape View, TDI, Color M, Strain Elastography, Contrast agent for LVO), V Flow, STE, STO, Contrast imaging (Contrast agent for Liver).

This device is a general purpose diagnostic ultrasound system intended for use by qualified and trained healtheare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid, which is intended to be used in a hospital or medical clinic.

The Resona I9, Resona I9 Exp, Resona I9S, Resona I9T, Resona I9 Easi, Resona I9 Nasa, Resona IV, Imagyn I9, Imagyn I9S, Imagyn I9 Easi, Nuewa I9, Nuewa I9S, Nuewa I9T, Nuewa I9 Exp, Nuewa I9 Easi, Anesus I9, Anesus I9 Easi, Eagus 19, Resona I9W, Recho 19, Recho 19 Pro, Recho 19 Exp, Recho 19S, Recho 19T Diagnostic Ultrasound System is a general purpose, mobile, software controlled, ultrasonic diagnostic system. Its function is to acquire and display ultrasound images in Modes of operation include: B. M. PWD, CWD , Color Doppler, Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B. Power+PW+B). Tissue Harmonic Imaging, Smart3D, 4D(Realtime 3D), iScape View, TDI, Color M, Strain Elastography, Contrast imaging (Contrast agent for LVO), V Flow, STE, STQ, Contrast imaging (Contrast agent for Liver).

The Resona 19, Resona 19 Exp, Resona I9S, Resona I9T, Resona I9 Easi, Resona I9 Nasa, Resona IV, Imagyn I9, Imagyn I9S, Imagyn I9 Easi, Nuewa I9, Nuewa I9S, Nuewa I9T, Nuewa I9 Exp, Nuewa I9 Easi, Anesus I9, Anesus I9 Easi, Eagus I9, Resona I9W, Recho I9, Recho I9 Pro, Recho I9 Exp, Recho I9S, Recho I9T Diagnostic Ultrasound System can also measure anatomical structures and offer analysis packages to provide information based on which the competent health care professionals can make the diagnosis.

I'm sorry, but this document does not contain the information required to answer your request. The document is an FDA 510(k) clearance letter for a diagnostic ultrasound system. It outlines the device's indications for use, its substantial equivalence to predicate devices based on non-clinical tests (acoustic output, biocompatibility, electrical/mechanical safety, etc.), and applicable safety standards it conforms to.

However, it explicitly states under "8. Clinical Studies": "Not applicable. The subject of this submission... does not require clinical studies to support substantial equivalence."

Therefore, there is no information in this document regarding:

• Acceptance criteria tables with reported device performance for an AI/algorithm-related study.
• Sample sizes for test sets or data provenance.
• Number of experts for ground truth establishment or their qualifications.
• Adjudication methods.
• MRMC studies or effect sizes of AI assistance on human readers.
• Standalone algorithm performance studies.
• Type of ground truth used.
• Sample size for training sets.
• How ground truth for training sets was established.

This document is a regulatory clearance for a general purpose diagnostic ultrasound system, not a document detailing the performance and validation of an AI/ML component within such a system.

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Resona I8W, Resona I8, Resona I8S, Resona I8S, Resona I8T, Resona I8 Easi, Eagus I8 Easi, Nuewa I8W, Nuewa 18, Nuewa 18 Exp, Nuewa 18T, Imagyn 18, Imagyn 18T, Imagyn 18T, Imagyn 18 Exp, Nuewa 1Y Diagnostic Ultrasound System is applicable for adults, pregnant woments and neonates. It is intended for use in fetal, abdominal, Intra-operative (includes abdominal, Laparoscopic, pediatric, small organ (breast, thyroid, testes), neonatal and adult cephalic, trans-rectal, trans-vaginal, musculo-skeletal (conventional, superficial), Thoracic/Pleural, adult and pediatic cardiac, trans-esoph. (Cardiac), peripheral vessel, and urology exams.

Modes of operation include: B, M, PWD, CWD, Color Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, Smart3D, 4D(Reape View, TDI, Color M, Strain Elastography, Contrast imaging (Contrast agent for LVO), V Flow, STE, STQ, Contrast imaging (Contrast agent for Liver).

This device is a general purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid, which is intended to be used in a hospital or medical clinic.

The Resona I8W, Resona I8, Resona I8 Exp, Resona I8S, Resona I8T, Resona IY, Resona I8 Easi, Eagus I8 Easi, Nuewa I8W, Nuewa I8, Nuewa I8 Exp, Nuewa I8S, Nuewa I8T, Imagyn I8, Imagyn I8S, Imagyn I8T, Imagyn I8 Exp, Nuewa IY Diagnostic Ultrasound System is a general purpose, mobile, software controlled, ultrasonic diagnostic system. Its function is to acquire and display ultrasound images in Modes of operation include: B, M, PWD, CWD , Color Doppler, Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, Smart3D, 4D(Realtime 3D), iScape View, TDI, Color M, Strain Elastography, Contrast imaging (Contrast agent for LVO), V Flow, STE, STQ, Contrast imaging (Contrast agent for Liver).

The Resona I8W, Resona I8, Resona I8 Exp, Resona I8S, Resona I8T, Resona IY, Resona I8 Easi, Eagus I8 Easi, Nuewa I8W, Nuewa I8, Nuewa I8 Exp, Nuewa I8S, Nuewa I8T, Imagyn I8, Imagyn I8S, Imagyn I8T, Imagyn I8 Exp, Nuewa IY Diagnostic Ultrasound System can also measure anatomical structures and offer analysis packages to provide information based on which the competent health care professionals can make the diagnosis.

Here's a breakdown of the acceptance criteria and the study information based on the provided text:

Important Note: The provided document is a 510(k) Premarket Notification from the FDA, which aims to demonstrate "substantial equivalence" to a legally marketed predicate device, rather than proving direct performance against specific numerical acceptance criteria for a new, breakthrough device. Therefore, the "acceptance criteria" here refer to the criteria for demonstrating substantial equivalence to the predicate device, primarily through non-clinical testing and comparison of features. The "study" refers to these non-clinical tests and comparisons.

Description of Acceptance Criteria and the Study that Proves the Device Meets Them

The Shenzhen Mindray Bio-medical Electronics Co., LTD's Resona I8W and associated systems (subject device) seek to prove substantial equivalence to predicate devices, primarily the Resona I9 (K210699). The acceptance criteria are largely focused on demonstrating that the subject device's intended use, technological characteristics, safety, and effectiveness are comparable to the legally marketed predicate devices.

1. Table of Acceptance Criteria and the Reported Device Performance:

2. Sample size used for the test set and the data provenance:

• Not Applicable. The document explicitly states "Not applicable" for clinical studies. This submission relies on non-clinical performance data and comparison to predicate devices, rather than a clinical test set with patient data. The "test set" in this context refers to the device itself being tested for compliance with safety standards and functional equivalence.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts:

• Not Applicable. As no clinical "test set" with patient data was used to establish ground truth, this information is not relevant to this 510(k) submission. Ground truth, in the traditional sense of medical image interpretation, was not established for this device's comparison.

4. Adjudication method (e.g., 2+1, 3+1, none) for the test set:

• Not Applicable. No clinical test set requiring expert adjudication was conducted.

5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, if so, what was the effect size of how much human readers improve with AI vs without AI assistance:

• Not Applicable. No MRMC study was conducted. The device is a diagnostic ultrasound system, not an AI-assisted interpretation tool. The submission does not describe any AI features that would necessitate an MRMC study to evaluate human reader improvement.

6. If a standalone (i.e., algorithm only without human-in-the-loop performance) was done:

• Not Applicable. This is a diagnostic ultrasound system. While it has software controls and analysis packages, it does not represent a standalone "algorithm only" device that provides interpretations without human interaction. Its performance is demonstrated through its ability to acquire and display ultrasound images and facilitate measurements for human interpretation.

7. The type of ground truth used (expert consensus, pathology, outcomes data, etc.):

• Not Applicable (in the clinical sense). Ground truth, in this context, is established through compliance with recognized safety standards and functional equivalence to predicate devices, not through clinical diagnostic verification against pathology or outcomes data for new clinical claims. The "ground truth" for the device's acceptable performance is its adherence to industry standards and its comparability to existing, legally marketed ultrasound systems.

8. The sample size for the training set:

• Not Applicable. This document does not describe a machine learning algorithm that underwent training with a specific dataset. It refers to a diagnostic ultrasound system.

9. How the ground truth for the training set was established:

• Not Applicable. Since there is no described machine learning training set, the establishment of its ground truth is not relevant here.

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ViewMate Multi Ultrasound System VMM-ICE-01 is applicable for adults, pregnant women, pediatric patients and neonates. It is intended for use in Abdominal, thoracc, and vacular), Pediatric, Small Organ (Thyroid, Breast, Testes), Neonatal Cephalic, Adult Cephalic, Musculo-skeletal (Conventional, Superficial), Cardiac Adult, Cardiac Pediatric, Trans-esoph. (Cardiac), Intra-cardiac and Peripheral vessel exams.

Modes of operation include: B, M, PWD, CWD, Color Doppler, Combined mode (B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, TDI, Color M.

This device is a general purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid, which is intended to be used in a hospital or medical clinic.

ViewMate™ Multi Ultrasound System is a general purpose, mobile, software controlled, ultrasonic diagnostic system. Its function is to acquire and display ultrasound images in Modes of operation include: B, M, PWD, CWD, Color Doppler, Amplitude Doppler, Combined mode (B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, TDI, Color M.

ViewMate™ Multi Ultrasound System can also measure anatomical structures and offer analysis packages to provide information based on which the competent health care professionals can make the diagnosis.

This document is a 510(k) summary for the ViewMate™ Multi Ultrasound System and does not contain detailed information about specific acceptance criteria or an explicit study proving performance against those criteria. The provided text primarily focuses on demonstrating substantial equivalence to a predicate device, as required for FDA 510(k) clearance.

Therefore, many of the requested details about acceptance criteria, study specifics, sample sizes, expert qualifications, and ground truth are not present in this regulatory document.

Here's an assessment based on the available information:

1. Table of Acceptance Criteria and Reported Device Performance

This information is not provided in the document. The 510(k) summary focuses on demonstrating substantial equivalence through non-clinical testing and comparison to predicate devices, rather than presenting specific performance metrics against defined acceptance criteria for a new device's core functionality.

2. Sample size used for the test set and the data provenance

This information is not provided in the document. The document states "Non-clinical Tests" were performed, but does not detail a "test set" for performance evaluation in the context of clinical or diagnostic accuracy. It refers to testing against safety and performance standards.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

This information is not provided in the document. As clinical studies were deemed "Not applicable," there's no mention of experts establishing ground truth for a test set.

4. Adjudication method for the test set

This information is not provided in the document.

5. If a multi reader multi case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

This information is not provided and is not applicable. The ViewMate™ Multi Ultrasound System is described as a "general purpose diagnostic ultrasound system" and there is no indication it incorporates Artificial Intelligence (AI) or machine learning features that would necessitate an MRMC comparative effectiveness study to assess human reader improvement with AI assistance. Clinical studies are explicitly stated as "Not applicable."

6. If a standalone (i.e. algorithm only without human-in-the-loop performance) was done

This information is not provided and is not applicable. Based on the device description, it's a diagnostic ultrasound system intended for use by healthcare professionals, implying human-in-the-loop operation. There is no mention of a standalone algorithm for independent performance.

7. The type of ground truth used

This information is not provided and is not applicable as clinical studies were not performed. The testing mentioned (acoustic output, biocompatibility, safety standards) does not rely on a "ground truth" in the diagnostic sense (e.g., pathology, outcomes data).

8. The sample size for the training set

This information is not provided and is not applicable. Since clinical studies were not required, and there's no mention of AI/machine learning components that typically require training sets, this detail is absent.

9. How the ground truth for the training set was established

This information is not provided and is not applicable for the same reasons as point 8.

Summary of what the document does provide regarding device evaluation:

The document indicates that the ViewMate™ Multi Ultrasound System underwent non-clinical tests to demonstrate its safety and effectiveness. These tests included:

• Acoustic output evaluation (against NEMA UD 2-2004 (R2009))
• Biocompatibility evaluation (against ISO 10993-1 Fifth edition 2018-08)
• Cleaning and disinfection effectiveness
• Thermal, electrical, and mechanical safety (against AAMI / ANSI ES60601-1:2005/(R)2012 and A1:2012, c1:2009/(r)2012 and a2:2010/(r)2012 (consolidated text), IEC 60601-1-2 Edition 4.0 2014-02, IEC 60601-2-37 Edition 2.1 2015)
• Software life cycle processes (against IEC 62304 Edition 1.1 2015-06)
• Usability engineering (against IEC 60601-1-6 Edition 3.1 2013-10 and IEC 62366-1 Edition 1.0 2015-02)
• Risk management (against ISO 14971 Third Edition 2019-12)

The "study" or evaluation performed was primarily a comparison against recognized industry standards and a predicate device (Resona I9 K210699) to establish substantial equivalence, rather than a clinical performance study with specific diagnostic accuracy or efficacy endpoints. The acceptance criteria for these non-clinical tests would be compliance with the requirements of the listed standards. For example, for acoustic output, the acceptance criterion would be that the acoustic power levels are "below the limits of FDA."

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MX7/MX7T/Vaus7/Zeus/ME7/Anesus ME7/Anesus ME77/MX8/ MX8T/Vaus8/ME8 Diagnostic Ultrasound System is applicable for adults, pregnant women, pediatric patients and neonates. It is intended for use in ophthalmic, fetal, abdominal, pediatric, small organ (breast, thyroid, testes), neonatal cephalic, transrectal, trans-vaginal, musculo-skeletal(conventional), musculo- skeletal(superficial), thoracic/pleural, cardiac adult, cardiac pediatric, peripheral vessel and urology, intra-operative(abdominal, thoracic, and vascular) , transesoph(Cardiac) exams.

This device is a general purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid, which is intended to be used in a hospital or medical clinic.

Modes of operation include: B, M, PWD, Color Doppler, Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, iScape, TDI, color M, Smart 3D, Strain Elastography, Contrast imaging (Contrast agent for LVO), Contrast imaging (Contrast agent for Liver).

The MX7/MX7T/Vaus7/Zeus/ME7/Anesus ME7/Anesus ME7T/MX8/ MX8T/Vaus8/ME8 Diagnostic Ultrasound System is a general purpose, portable, software controlled, ultrasonic diagnostic system. Its function is to acquire and display ultrasound data in B, M, PWD, CWD, Color Doppler, Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, i iScape, TDI, color M, Smart 3D, Strain Elastography, Contrast imaging (Contrast agent for LVO), Contrast imaging (Contrast agent for Liver) mode.

This system is a Track 3 device that employs an array of probes that include linear array, convex array and phased array probe.

The provided text is a 510(k) summary for a diagnostic ultrasound system (MX7/MX7T/Vaus7/Zeus/ME7/Anesus ME7/Anesus ME7T/MX8/MX8T/Vaus8/ME8 Diagnostic Ultrasound System). This document is primarily focused on demonstrating substantial equivalence to a predicate device based on technical characteristics, intended use, and non-clinical testing.

Based on the provided document, the device did not undergo clinical studies to prove its performance against acceptance criteria in the manner requested (i.e., a study comparing device performance against a defined ground truth, potentially involving human readers, and meeting specific statistical thresholds).

The document explicitly states:

"8. Clinical Studies
Not applicable. The subject of this submission, MX7/MX7T/Vaus7/Zeus/ME7/Anesus ME7/Anesus ME7T/MX8/ MX8T/Vaus8/ME8 Diagnostic Ultrasound System, does not require clinical studies to support substantial equivalence."

Therefore, I cannot provide the detailed information requested regarding acceptance criteria, device performance, sample sizes, expert involvement, adjudication methods, MRMC studies, standalone performance, or ground truth establishment based on this document. The submission relies on non-clinical tests to demonstrate substantial equivalence to established predicate devices.

The acceptance criteria for this type of submission are primarily met through:

• Comparison of Intended Use: Showing that the new device's intended uses are comparable to (or covered by) legally marketed predicate devices.
• Comparison of Technological Characteristics: Demonstrating that the fundamental technology (e.g., imaging modes, physical principles) is substantially equivalent to predicate devices.
• Non-Clinical Performance Testing: Proving the device meets recognized safety and performance standards (e.g., acoustic output, electrical safety, electromagnetic compatibility, biocompatibility, software lifecycle, risk management).

In summary, the document does not contain the information required to populate the requested table or answer the specific questions about clinical study performance, as no such clinical study was required or performed for this 510(k) submission.

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M9/M9CV/M9T/M8 Elite/M10/M10CV/Crius M10/M11/M11CV/Crius M11/Operus M11/M9 Premium Diagnostic Ultrasound System is applicable for adults, pregnant women, pediatric patients and neonates. It is intended for use in fetal, abdominal, Intra-operative, Laparoscopic, pediatric, small organ(breast, thyroid, testes), neonatal and adult cephalic, trans-rectal, trans-vaginal, musculo-skeletal(conventional, superficial), adult and pediatric cardiac, trans-esoph.(Cardiac), peripheral vessel and urology exams.

This device is a general purpose diagnostic ultrasound system intended for use by qualified and trained healthcare professionals for ultrasound imaging, measurement, display and analysis of the human body and fluid, which is intended to be used in a hospital or medical clinic.

Modes of operation include: B, M, PWD, Color Doppler, Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, Power+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, iScape, TDI, Color M, Elastography, Contrast imaging (Contrast agent for LVO), Smart 3D, 4D(Real-time 3D), Contrast imaging (Contrast agent for Liver).

The M9/M9CV/M9T/M8 Elite/M10/M10CV/Crius M10/M11/M11CV/Crius M11/Operus M11/M9 Premium Diagnostic Ultrasound System is a general purpose, portable, software controlled, ultrasonic diagnostic system. Its function is to acquire and display ultrasound data in B-Mode, M-Mode, CW-Mode, CW-Mode, Color-Mode , Amplitude Doppler, Combined mode(B+M, PW+B, Color+B, PW+Color+B, Power+PW+B), Tissue Harmonic Imaging, iScape, TDI, Color M, Elastography, Contrast imaging (Contrast agent for LVO), Smart 3D, 4D(Real-time 3D), Contrast imaging (Contrast agent for Liver).

This system is a Track 3 device that employs an array of probes that include linear array, convex array and phased array probe.

The provided document is a 510(k) Summary for a diagnostic ultrasound system. It outlines the device's features, intended use, and comparison to predicate devices, but it explicitly states that no clinical studies were performed.

Therefore, I cannot provide information on:

• Acceptance criteria and reported device performance based on clinical studies.
• Sample size, data provenance, ground truth establishment, or expert details for a test set.
• Adjudication method or MRMC comparative effectiveness studies.
• Standalone algorithm performance.
• Training set details (sample size, ground truth establishment).

The document explicitly states:

8. Clinical Studies

Not applicable. The subject of this submission, M9/M9CV/M9T/M8 Elite/M10 /M10CV/Crius M10/M11/M11CV/Crius M11/Operus M11/M9 Premium Diagnostic Ultrasound System, does not require clinical studies to support substantial equivalence.

This indicates that the substantial equivalence determination for this ultrasound system was based on non-clinical tests (acoustic output, biocompatibility, cleaning and disinfection effectiveness, thermal, electrical, and mechanical safety, and compliance with recognized standards) and a comparison of technical characteristics and intended uses with legally marketed predicate devices, rather than a study proving the device meets specific acceptance criteria for AI-assisted performance or human-in-the-loop improvements.

The "acceptance criteria" for this device, as implied by the document, are primarily related to safety and effectiveness being substantially equivalent to predicate devices through engineering and design validation, and adherence to relevant industry standards. There are no performance metrics provided that would typically be seen for an AI/ML-driven device requiring clinical validation against specific performance targets.

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