The ARIETTA 65 is intended for use by trained personnel (doctor, Sonographer, etc.) for the diagnostic ultrasound evaluation of Fetal, Abdominal, Intra-operative (Spec.), Pediatric, Small Organ (Spec.), Neonatal Cephalic, Adult Cephalic, Trans-rectal, Trans-vaginal, Trans-esoph. (non-Card.), Musculo-skel. (Convent.), Musculo-skel. (Superfic.), Wound (Cavernous/Non-Cavernous), Gynecology, Cardiac Adult, Cardiac Pediatric, Trans-esophageal (card.), Peripheral vessel clinical applications.
Device Story
The ARIETTA 65 is a multi-functional, fully digitalized ultrasound diagnostic scanner used in clinical settings by trained personnel (physicians, sonographers). It utilizes various probe types (linear, convex, radial, phased array) to emit ultrasound pulses into the body and analyze reflected echoes. The device processes these signals to generate B-mode, M-mode, PW/CW Doppler, Color Doppler, Power Doppler, TDI, and 3D/4D images. It incorporates adaptive filters (HI REZ) to enhance image quality. The output is displayed on a workstation running a Windows operating system, allowing clinicians to visualize anatomical structures and blood flow. This information assists in diagnostic decision-making across a wide range of clinical applications, potentially benefiting patients through non-invasive diagnostic assessment.
Clinical Evidence
No clinical data was required for this submission. Substantial equivalence was established through bench testing, design validation, and comparison of performance characteristics to the predicate device.
Technological Characteristics
The device is a fully digitalized ultrasound scanner using linear, convex, radial, and phased array probes. It operates on a PC-based workstation using the Windows OS. It supports B, M, PW/CW Doppler, Color/Power Doppler, TDI, and 3D/4D imaging. It conforms to AAMI ANSI ES60601-1, IEC 60601-2-37, IEC 60601-1-2, and ISO 10993 standards for electrical safety, EMC, and biocompatibility.
Indications for Use
Indicated for diagnostic ultrasound imaging and analysis of fetal, abdominal, intra-operative, pediatric, small organ, neonatal/adult cephalic, trans-rectal, trans-vaginal, trans-esophageal, musculoskeletal, wound, gynecological, cardiac, and peripheral vessel applications in patients requiring ultrasound evaluation.
Regulatory Classification
Identification
An ultrasonic pulsed doppler imaging system is a device that combines the features of continuous wave doppler-effect technology with pulsed-echo effect technology and is intended to determine stationary body tissue characteristics, such as depth or location of tissue interfaces or dynamic tissue characteristics such as velocity of blood or tissue motion. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
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Image /page/0/Picture/0 description: The image contains the logo of the U.S. Food and Drug Administration (FDA). On the left is the Department of Health and Human Services logo. To the right of that is the FDA logo, which is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
July 18, 2018
Hitachi Healthcare Americas Corporation % Mr. Doug Thistlethwaite Manager of Regulatory Affairs 1959 Summit Commerce Park TWINSBURG OH 44087
Re: K181376
Trade/Device Name: ARIETTA 65 Regulation Number: 21 CFR 892.1550 Regulation Name: Ultrasonic pulsed doppler imaging system Regulatory Class: II Product Code: IYN, IYO, ITX Dated: May 21, 2018 Received: May 24, 2018
Dear Mr. Thistlethwaite:
We have reviewed vour 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. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. 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 Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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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/ReportaProblem/default.htm.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/MedicalDevices/DeviceRegulationandGuidance/) and CDRH Learn (http://www.fda.gov/Training/CDRHLearn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (http://www.fda.gov/DICE) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Michael D. O'Hara For
Robert Ochs, Ph.D. Director Division of Radiological Health Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health
Enclosure
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| PSC Publishing Services (301) 443-6740<br>аз | (TIT) PADE ADS MAOS<br>រ វិច្ច នៃច្បារ |
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| Clinical Application | | Mode of Operation | | | | | | |
|---------------------------|------------------------------------|-------------------|----|-----|-----|------------------|----------------------|--------------------|
| General<br>(Track I only) | Specific<br>(Tracks I & III) | B | M | PWD | CWD | Color<br>Doppler | Combined*<br>(Spec.) | Other**<br>(Spec.) |
| Ophthalmic | Ophthalmic | P | P | P | P | P | P | P |
| Fetal Imaging<br>& Other | Fetal | Pa | Pa | Pa | Pa | Pa | Pa | Pa |
| | Abdominal | | | | | | | |
| | Intra-operative (Spec.) | | | | | | | |
| | Intra-operative (Neuro.) | | | | | | | |
| | Laparoscopic | P | P | P | P | P | P | P |
| | Pediatric | | | | | | | |
| | Small Organ (Spec.) | Pd | Pd | Pd | Pd | Pd | Pd | Pd |
| | Neonatal Cephalic | | | | | | | |
| | Adult Cephalic | | | | | | | |
| Cardiac | Trans-rectal | | | | | | | |
| | Trans-vaginal | | | | | | | |
| | Trans-urethral | | | | | | | |
| | Trans-esoph. (non-Card.) | | | | | | | |
| | Musculo-skel. (Convent.) | | | | | | | |
| | Musculo-skel. (Superfic.) | | | | | | | |
| | Intra-luminal | | | | | | | |
| | Other (Wound) | | | | | | | |
| | Other (Gynecological) | | | | | | | |
| | Cardiac Adult | | | | | | | |
| | Cardiac Pediatric | | | | | | | |
| | Trans-esophageal (Adult/Pediatric) | | | | | | | |
| | Other (spec.) | | | | | | | |
| Peripheral<br>Vessel | Peripheral vessel | | | | | | | |
| | Other (spec.) | | | | | | | |
| | Peripheral vessel | | | | | | | |
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For additional information regarding the contents of this document, please contact:
"66" Patents
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### 29 ATT ПЯА :эшви ээivээ sussuscer: C2253
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| | rin fəsiləsinə cinsinə aid bitki növü. İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İstinadlar İs | | | | នៅ ប្រព័ន្ធ | | | | | | | | | | | | | | | | | guigami Istoria Transform Transform Transform Transform Transform Transform Transform Transform Transform Transform Transform Transform Transform Transform | | internad | | | |
|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------|-----------------|---------------------|-------------|-----------------|----------------------------|----------------------------|---------------------|-----------|-------------|-----------|----------------------------------|------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------|----------------------|----------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------|--------------------|------------------------------|----------|--------------------|
| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | rəəds) 1540 ( | eripheral vessee | (. Dədə) tərəfindən fəsiləsinə cinsinə aid bitki növü. İstinadlar Qaranın fəsiləsinə cinsinə aid bitki növü. İstinadlar Qaranın fəsiləsinə filmləri fəsiləsinə c | l və ərazi vahidində səssəsindən ələ qalınmış qalınmışdır. Bu və bir və qalınmış və qalınmış və qarın qalınmış və qarın qalınmış və qarın qalınmış və qarın qalınmış və qalın<br>insibə T/IIIbA | oinsibe9 วิธีเป็นธ | ปันปัส วิธไท้เร | (soigolosam() redit | ther (Wound | ์ธนานนา - ธานา | .โอฟุร-อโมวรม]<br>Superfic | ้ เอฟูร-อโทวรา<br>(Comment | ssassoph. (non-Card | ans-m-sue | suigev-suer | ans-rects | oilsuda Timburga Timburg Timenos | and of Organisan | ərin sinfinin cinsinə aid bitki növü. İstinadlar Respublikasının filmlərinə filmlərinə filmlərin filmlərin filmlərin filmlərin filmlərin filmlərin filmlərin fil | ാidosso.redp | oman) əvinsinədə-si | testoperative (Spec. | suimopqy | lıstan | ற்றும் குறிப்புகள் | ุ๊ก ซึ่ง I ชิง I ลิปตัวอร์นิ | | ioitssiIddA Issini |
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ğurğun sarının yaranın əməsil əmir yazıy əsrin sahəsini əsasən " (xidmətindən ən çəkindən və ya çəkildə yaxında
## istina manus Comments
:"6" idinosqug (sisanasouuur Suipulan) samparis pur suranopat 10 Asdoid snowennaad 10 ออนหุมทริ 10 รินทุลิยมุ่ รอุทนานน
:"d", 1diussqng rləşinin Şurinin bəsodxə səminən pur surəsin 10 Bulğanın səphilos
(səmpəsond oldossonedir) pur xiəgənsonnəu əlupul oxə)
subscript to se and pur this the such proximal sesses on the septimal
ններին մասնական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարական կարարակ Saloid 10 ລວມຍຸມາສີ 10 ມິງເພເ ເພາະ
ə, əşr, iqinəsqnç sqoid letser-surri to acusting 101 guigami sebulon
ssong leuigen-surat to source trans-vagning polis
: "ತೆ, , 1duasqng subscripts. sinə aid bitki növü. İstinadlar Respublikası Respublikası Say Ali Ali Ali Ali Ali Alınmış Ali Alınmış Ali Alınmış Alınmış Alınmış Alınmış Al
IV. SUMMARY OF MINIMUM REQUIREMENTS FOR CERTIFICATION
նվան Հանրապետության խոսին հանդարական կարար Արագային Հանրապատանի Արագային Հանրապատանի Արագային Հանրապատանի Արագային Հանրապատանի Արագային Հանրապատանի Արագային Հանրապատանին Հան spunow suomavsO-uoN/suomaveO not guigami sebulou1
(601.108 ЯНЭ I Z чәд) (1)иО әsгү иоңділәгәлд
# A money and
## HO) dhison lasigoloibes bus scitsongsiO ortiV v1 to estiffO ,HACO to ээлетиэпо
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### са АТТЭГЯА :эшкы ээivэс TAIAO : resultscript
wollot ze ypod nemud att to sizylsus wolf birth 10 zaizongsid : 22u bebrett
| Clinical Application | | | Mode of Operation | | | | | | |
|---------------------------|------------------------------------|--|-------------------|---|-----|-----|------------------|----------------------|--------------------|
| General<br>(Track I only) | Specific<br>(Tracks I & III) | | B | M | PWD | CWD | Color<br>Doppler | Combined*<br>(Spec.) | Other**<br>(Spec.) |
| Ophthalmic | Ophthalmic | | P | | | | P | P | |
| Fetal Imaging<br>& Other | Fetal | | P | | | | P | P | |
| | Abdominal | | | | | | | | |
| | Intra-operative (Spec.) | | | | | | | | |
| | Intra-operative (Neuro.) | | | | | | | | |
| | Laparoscopic | | | | | | | | |
| | Pediatric | | | | | | | | |
| | Small Organ (Spec.) | | | | | | | | |
| | Neonatal Cephalic | | | | | | | | |
| | Adult Cephalic | | | | | | | | |
| | Trans-rectal | | | | Pe | Pe | | | |
| | Trans-vaginal | | | | Pf | Pf | | | |
| | Trans-urethral | | | | | | | | |
| | Trans-esoph. (non-Card.) | | | | | | | | |
| | Musculo-skel. (Convent.) | | | | | | | | |
| | Musculo-skel. (Superfic.) | | | | | | | | |
| | Intra-luminal | | | | | | | | |
| | Other (Wound) | | P | | | | | | |
| Cardiac | Other (Gynecological) | | P | | | | | | |
| | Cardiac Adult | | P | | | | | | |
| | Cardiac Pediatric | | | | | | | | |
| Peripheral<br>Vessel | Trans-esophageal (Adult/Pediatric) | | | | | | | | P |
| | Other (spec.) | | | | | | | | P |
| | Peripheral vessel | | | | | | | | |
| | Other (spec.) | | | | | | | | |
IN new inuication, F previously created in 173739, K100339
*Combination of each operating mode, B, M, PWD and Color Doppler. B/B, B/M, B/PW, CFM-B/CFM-B, CFM-B/CFM-M, CFM-B/PW
**Power Doppler (Color Flow Angiography), Free Angular M-mode, Real time Tissue Elastography
## :shipunments:
..ə,, ıduəsqns
..ə,, ıduəsqns
..ə,, ıduəsqng :"6" idinsanns ริเรนนออนแนะ สินทานาร pur รนะริเว เขตแบบอุต 10 กรีรดิเว รถอนะทาวเลข 10 อวนะทุกาลี 10 สินเสียนี่ รองทุเวนทุ vsdoid leiser-surit to asusping 101 guigemi sebuloul doid 10 ລວມຄຸນາມ 201 ອົງເມຣິເນນ ນາງງາມ 2017 ປີ 2017 ເປນນັ້ນຖະໜາ ບຸກຄົນທີ່ 2017 ເປນີ 201 rına güirini bəsodxə səmlənir bura surayı 10 güişəmi səphiləni subs the fundors, paratives to brownst, some (sexnpecond sidossonedel pur finalisme suipment
, J,, 1duosqng (sqoid leuigev-surat) to sousping 101 guigami sabulan
alında çəkili və qalında qalınmışdır. Bu və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir və bir
ສີ, 1d້ເກຣຊາດຽ :punow snourneve3-noM/suouravis2 101 guigami sabulon
, վ,, 1dւ տեղեցոց
(601.108 ЯНЭ IZ чэЧ) (PH) (PHO эгл иология)
# A more and the many and submities in the wolfer and the more as are the
## HO) dhleeH โรวเรอได้เหรีย but รวมรอกรูธรiCl outiN งโ ใง รวมที่ใO ใน จากอนทรา
מורים מוזיק מוסד בין מוזיק מוסדר מיני מיניון ומרוקית מוזיקי ולו
מוזיק או וויפוצו וואר ביונים ביניוני מיניון אין זייער אין די יונדיגיע אין די יודי מיטוי ווי אין זיי אין די יו
(স)0 I S
ADD11
CRITERIA:
CONTRIBUTOR'S
ADDRESS
111 ODD FELLOWS LANE
ANYTOWN, USA
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### са АТТЭГЯА :эшкы ээivэс assussuces: CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
wollot se ypod usmud ətt to sizylsus wolf birli 10 zargami bunosenlu ərizonidir.
| | incial Applicatio | | | | | oitsiad() to spol | | |
|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----|-----|-----|-----|-------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | วนา 2019 อ้างอิง 11 เมื่อ 1 ของรา | B | M | awa | CMI | | ə əsasən qarın qalınmışdır. Bu mərkəzi və bir mənisti və qalınmışdır. Bu mərkəzi və qalınmış və qalınmışdır. Bu mərkəzi və bir mənisti və bir mənisti və qalınmışdır. Bu mərk<br>adg | ( ***94) ( ******************************************************************************************************************************************************************* |
| նայն կազմակերպության խոսին հանդարական կարարական կարարական կարարական կարարական խոսին հանրապետությունների կազմական կարևորների մասնական կարարական խոստանի խորհրդում է 1988 մարդ։ | imlediyda | | | | | | | |
| | Fatal | P | P | P | | P | P | P |
| | surwopqy | | | | | | | |
| | . Sədə (Sədə (Sədəsi | | | | | | | |
| | oman) əvirisində çıxır | | | | | | | |
| | ാidosso.reda. | | | | | | | |
| | ərindən əvvəl olunmuşdur. Bu mənist | | | | | | | |
| | and (Organization) | | | | | | | |
| | | | | | | | | |
| | oilsudos landidae | | | | | | | |
| | ansmans-recent | aq | રતા | a d | | a d | aq | રતા |
| | Buigev-Suer | ਰ ਸ | Pf | Pf | | Pf | Pf | Pf |
| | nusumsunas | | | | | | | |
| | rans-sessoph. (non-Card | | | | | | | |
| | าอมูร-opnosn<br>Comen | | | | | | | |
| | asselusssele<br>Supperfici | | | | | | | |
| | ്ലേന്ധനു-ലൂഗ | | | | | | | |
| | (puno/M) say)( | | | | | | | |
| | ടാറ്ടും (Opensession) | | | | | | | |
| | JubA วัรมที่มี | | | | | | | |
| osible | oinsibe9 วิธีเป็นธ | | | | | | | |
| | lasgardoss-suri<br>itisibə Türkiyə Avropa ( | | | | | |…
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Learn the FDA Browser
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.