K981034 · Sleep Solutions, Inc. · MNR · Oct 30, 1998 · Anesthesiology
Device Facts
Record ID
K981034
Device Name
SILENT NIGHT II
Applicant
Sleep Solutions, Inc.
Product Code
MNR · Anesthesiology
Decision Date
Oct 30, 1998
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 868.2375
Device Class
Class 2
Indications for Use
The Silent Night II is indicated for use in the diagnostic evaluation of adults with possible Obstructive Sleep Apnea. It is intended to record a patient's respiratory pattern during sleep. The device is designed for prescription use in home screening of adults with possible sleep disorders. Information provided by the device includes the numbers of apneic and hypopneic events and the proportion of these events to the total sleep duration; and snoring levels (in decibels). The device is capable of recording four nights or up to 40 hours for an individual patient, after which time the sleep data are downloaded for provision to the prescribing physician.
Device Story
Portable, line-powered ventilatory effort recorder for home sleep screening. Uses two microphones attached via nasal cannula: one sensing microphone (under nose) for respiratory sounds; one ambient microphone (side of nose) for room noise/snoring levels. Device filters and processes sound signals to classify events as regular breathing, snoring, hypopnea, or apnea. Records up to four nights of data. Patient initiates study via START/STOP buttons; LCD provides status and sound level verification. Data downloaded to PC via specialized software for physician review. Output includes apnea/hypopnea counts, event proportions, and snoring levels (dB). Assists physicians in diagnosing sleep disorders; provides cost-effective home-based alternative to lab polysomnography.
Clinical Evidence
Clinical evaluation compared Silent Night II against standard polysomnography (Sensormedics Model 4100 Somnostar). Study measured Apneas and Respiratory Disturbance Index (RDI). Results showed high positive correlation and strong positive linear association between devices. High sensitivity and specificity reported for detecting Disordered Breathing Events.
Technological Characteristics
Portable, line-powered device in metal enclosure. Uses two microphones (sensing and ambient) via nasal cannula. Records respiratory sounds; processes data via internal software. Connectivity: PC download for data analysis. No specific ASTM standards cited.
Indications for Use
Indicated for diagnostic evaluation of adults with possible Obstructive Sleep Apnea. Intended for prescription home screening of adults with possible sleep disorders.
Regulatory Classification
Identification
A breathing (ventilatory) frequency monitor is a device intended to measure or monitor a patient's respiratory rate. The device may provide an audible or visible alarm when the respiratory rate, averaged over time, is outside operator settable alarm limits. This device does not include the apnea monitor classified in § 868.2377.
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## OCT 30 1998
## 510(k) SUMMARY
This summary of 510(k) safety and effectiveness information is submitted in accordance with the requirements of SMDA 1990 and 21 CFR § 807.92.
Submitter's Name: Local Silence, Inc. 1340 S. DeAnza Blvd., Suite 208 San José, CA 95129 USA Contact person: Tony Matouk, Chief Operating Officer
Date of Summary: March 13, 1998
Device Name: Silent Night™ II
Device Classification Name: Ventilatory Effort Recorder (73 MNR); Class II
Legally Marketed Devices to which Equivalence is Claimed: The legally marketed predicate device is the Silent Night™ I (K963597), determined to be substantially equivalent to a legally marketed (preAmendment) device on January 23, 1997. The Silent Night II was evaluated in the clinical setting in comparison to the legally marketed Sensormedics 4000 Series Sleep System (K915856), determined to be substantially equivalent to a legally marketed (preAmendment) device on October 26, 1992.
Device Description: The Silent Night™ II is a modified version of the legally marketed Silent Night I. The device is a portable, line-powered ventilatory effort recorder intended for use in the home screening of possible sleep disorders. The metal box has two receptacle connectors: one for input power and another for the microphone cable. The sensing microphone and the ambient noise microphone are located at the distal end of the cable, and are attached to the user by means of a modified conventional plastic oxygen cannula. The sensing microphone, located directly beneath the patient's nose, senses respiratory sounds during sleep. The ambient microphone, angled to the side of the patient's nose, senses room ambient noise and measures snoring levels. The Silent Night II is capable of recording up to four nights of sleep study data. The beginning and end of the sleep study are controlled by the use of the START and STOP buttons, located on the front of the unit. An LCD indicates operational status and has a sound level bar, used by the patient at the beginning of the study to verify adequate sensing of breathing sounds by the device.
The device operates by sensing the sound field (breathing sounds + room ambient noise) via the two microphones. Breathing sounds are extracted from all sounds received. The signals are filtered, analyzed, and processed to differentiate between types of sounds and to classify sounds as regular snoring or breathing, hypopnea, or annes. When beep study is completed, the cumulatively logged
data are downloaded by Local Site a personal computer. Specialized software and provides, for each night of the sleep study, information about apneas, hypopneas, and snoring levels.
Intended Use: The Silent Night II is indicated for use in the diagnostic evaluation of adults with possible Obstructive Sleep Apnea. It is intended to record a patient's respiratory pattern. The device is designed for prescription use in home screening of adults with possible sleep disorders. The intended use of the Silent Night II is identical to that of the predicate device, the Silent Night I, and is a subset of the intended use of the legally marketed Sensormedics 4000 Series Sleep System.
1
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Descriptive Summary of Technological Characteristics and those of Predicate Devices: The Silent Night II is a portable, line-powered device which detects and records respiratory patterns during sleep. The device components are housed in a metal box, which contains the hardware and software required for device function. The Silent Night II employs two microphones. The sensing microphone, located directly beneath the patient's nose, senses respiratory sounds during sleep. The ambient microphone, angled to the side of the patient's nose, senses room ambient noise and measures snoring levels. Sleep study data are downloaded to a computer for printing.
As with the Silent Night II, the legally marketed Silent Night I is a portable, line-powered device which detects and records respiratory patterns during sleep. An enclosure contains the device components and software required for device function. The Silent Night I also employs two microphones; however, the sensing microphone of the Silent Night I is aerial and is located 1 to 2 feet from the mouth of the patient, while the ambient microphone is built into the rear of the box. Device function and principle of operation are identical between the two devices. Respiratory sounds are differentiated by the device and classified as regular snoring or breathing, hypopnea, or apnea. In the Silent Night I, these classified events are logged cumulatively and displayed on the control panel on the top of the device.
The Sensormedics 4000 Series Sleep System is intended to collect, score and report data from sleep studies such as the electroencephalograph, electro-oculograph, electromyograph and electrocardiograph. The product is also used for recording respiratory signals from devices such as thermistors and thermocouples, and breathing sounds detected by transducers or microphones. The device is intended for use in a hospital or sleep laboratory setting.
## Performance Data:
Engineering: In view of the modifications made to the Silent Night J, Loeal Siteme, Inc. evaluated the need and requirements for additional testing of Silent Night II. With the exception of electrostatic discharge testing (which was completed with acceptable results), it was determined that due to the extensive similarities in design, materials and construction of the Silent Night II to Silent Night I, additional mechanical and environmental testing was not warranted.
Clinical: The Silent Night II was evaluated in the clinical setting. Patients were subjected to sleep laboratory evaluation with a standard polysomnograph (the Sensormedics Model 4100 Somnostar system) and the additional use of the Silent Night II. The number of Apneas and resulting Respiratory Disturbance Index (RDI) calculated by the Silent Night II were compared with data gathered simultaneously on these parameters by the Sensormedics device.
Statistical analysis of the test results indicated a high positive correlation between the measurements obtained by the two devices. Further analysis indicated that there is a strong positive linear association between the measurements obtained from the two devices. Additional analyses indicated a high degree of both specificity and sensitivity.
The study results establish the efficacy of the Silent Night II in detecting Disordered Breathing Events. which can be indicative of sleep apnea or another sleep disorder. In view of the noninvasive, userfriendly design and simple operational features of the Silent Night II offers potential benefit as a cost-effective home-use device for the screening of patients with possible sleep disorders.
Conclusion: The information and data provided in this 510(k) Notification establish that the Silent Night II is substantially equivalent to the legally marketed predicate devices.
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Image /page/2/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo is circular and contains the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. In the center of the circle is an abstract image of an eagle with three lines representing the head, body, and tail.
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
OCT 3 0 1998
Ms. Lisa S. Jones Sleep Solutions, Inc. c/o Devices for the Future, Inc. 9223 Ilona Lane Houston, TX 77025
Re: K981034 Silent Night™ II Regulatory Class: II (two) Product Code: 73 MNR Dated: August 7, 1998 Received: August 10, 1998
Dear Ms. Jones:
We have reviewed your Section 510(k) notification of intent to market the device referenced above and we 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). 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 either class II (Special Controls) or class III (Premarket Approval), it may be subject to such additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 895. A substantially equivalent determination assumes compliance with the Current Good Manufacturing Practice requirements, as set forth in the Quality System Regulation (QS) for Medical Devices: General requlation (21 CFR Part 820) and that, through periodic QS inspections, the Food and Drug Administration (FDA) will verify such assumptions. Failure to comply with the GMP regulation may result in requlatory action. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal laws or regulations.
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Page 2 - Ms. Lisa S. Jones
This letter will allow you to begin marketing your device as described in your 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 Part 801 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (301) 594-4648. Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll-free number (800) 638-2041 or (301) 443-6597, or at its internet address "http://www.fda.gov/cdrh/dsma/dsmamain.html".
Sincerely yours,
Thomas J. Callahan
Thomas J. Callahan, Ph.D. Director Division of Cardiovascular, Respiratory, and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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August 7, 1998
Page 1 of 1
510(k) Number: K981034
Device Name: Silent Night II
Indications for Use: The Silent Night II is indicated for use in the diagnostic evaluation of adults with possible Obstructive Sleep Apnea. It is intended to record a patient's respiratory pattern during sleep. The device is designed for prescription use in home screening of adults with possible sleep disorders. Information provided by the device includes the numbers of apneic and hypopneic events and the proportion of these events to the total sleep duration; and snoring levels (in decibels). The device is capable of recording four nights or up to 40 hours for an individual patient, after which time the sleep data are downloaded for provision to the prescribing physician.
(Concurrence of CDRH, Office of Device Evaluation (ODE)
Lark Mudro 10-29-98
510(k) Number _
(Division Sign-Off) (Division Sign-Oit)
Division of Cardiovascular, Respiratory, Bivision of Givision Devices
Over-the-Counter Use
Prescription Use (Per 21 CFR 801.109)
63
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.