Literature DB >> 33093360

A Forensic Disassembly of the BIS Monitor.

Christopher W Connor1.   

Abstract

BACKGROUND: The bispectral index (BIS) monitor has been available for clinical use for >20 years and has had an immense impact on academic activity in Anesthesiology, with >3000 articles referencing the bispectral index. Despite attempts to infer its algorithms by external observation, its operation has nevertheless remained undescribed, in contrast to the algorithms of other less commercially successful monitors of electroencephalogram (EEG) activity under anesthesia. With the expiration of certain key patents, the time is therefore ripe to examine the operation of the monitor on its own terms through careful dismantling, followed by extraction and examination of its internal software.
METHODS: An A-2000 BIS Monitor (gunmetal blue case, amber monochrome display) was purchased on the secondary market. After identifying the major data processing and storage components, a set of free or inexpensive tools was used to retrieve and disassemble the monitor's onboard software. The software executes primarily on an ARMv7 microprocessor (Sharp/NXP LH77790B) and a digital signal processor (Texas Instruments TMS320C32). The device software can be retrieved directly from the monitor's hardware by using debugging interfaces that have remained in place from its original development.
RESULTS: Critical numerical parameters such as the spectral edge frequency (SEF), total power, and BIS values were retraced from external delivery at the device's serial port back to the point of their calculation in the extracted software. In doing so, the locations of the critical algorithms were determined. To demonstrate the validity of the technique, the algorithms for SEF and total power were disassembled, comprehensively annotated and compared to their theoretically ideal behaviors. A bug was identified in the device's implementation of the SEF algorithm, which can be provoked by a perfectly isoelectric EEG.
CONCLUSIONS: This article demonstrates that the electronic design of the A-2000 BIS Monitor does not pose any insuperable obstacles to retrieving its device software in hexadecimal machine code form directly from the motherboard. This software can be reverse engineered through disassembly and decompilation to reveal the methods by which the BIS monitor implements its algorithms, which ultimately must form the definitive statement of its function. Without further revealing any algorithms that might be considered trade secrets, the manufacturer of the BIS monitor should be encouraged to release the device software in its original format to place BIS-related academic literature on a firm theoretical foundation and to promote further academic development of EEG monitoring algorithms.

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Year:  2020        PMID: 33093360      PMCID: PMC7669712          DOI: 10.1213/ANE.0000000000005220

Source DB:  PubMed          Journal:  Anesth Analg        ISSN: 0003-2999            Impact factor:   6.627


  16 in total

1.  Electrocardiographic electrodes provide the same results as expensive special sensors in the routine monitoring of anesthetic depth.

Authors:  Thomas M Hemmerling; Pierre Harvey
Journal:  Anesth Analg       Date:  2002-02       Impact factor: 5.108

2.  Description of the Entropy algorithm as applied in the Datex-Ohmeda S/5 Entropy Module.

Authors:  H Viertiö-Oja; V Maja; M Särkelä; P Talja; N Tenkanen; H Tolvanen-Laakso; M Paloheimo; A Vakkuri; A Yli-Hankala; P Meriläinen
Journal:  Acta Anaesthesiol Scand       Date:  2004-02       Impact factor: 2.105

3.  Anesthetic management and one-year mortality after noncardiac surgery.

Authors:  Terri G Monk; Vikas Saini; B Craig Weldon; Jeffrey C Sigl
Journal:  Anesth Analg       Date:  2005-01       Impact factor: 5.108

Review 4.  A primer for EEG signal processing in anesthesia.

Authors:  I J Rampil
Journal:  Anesthesiology       Date:  1998-10       Impact factor: 7.892

5.  Artificial Intelligence and Machine Learning in Anesthesiology.

Authors:  Christopher W Connor
Journal:  Anesthesiology       Date:  2019-12       Impact factor: 7.892

6.  Triple-low Alerts Do Not Reduce Mortality: A Real-time Randomized Trial.

Authors:  Daniel I Sessler; Alparslan Turan; Wolf H Stapelfeldt; Edward J Mascha; Dongsheng Yang; Ehab Farag; Jacek Cywinski; Claudene Vlah; Tatyana Kopyeva; Allen L Keebler; Mauricio Perilla; Mangakalaraip Ramachandran; Sean Drahuschak; Kristina Kaple; Andrea Kurz
Journal:  Anesthesiology       Date:  2019-01       Impact factor: 7.892

7.  An introduction to bispectral analysis for the electroencephalogram.

Authors:  J C Sigl; N G Chamoun
Journal:  J Clin Monit       Date:  1994-11

8.  Bispectral index monitoring to prevent awareness during anaesthesia: the B-Aware randomised controlled trial.

Authors:  P S Myles; K Leslie; J McNeil; A Forbes; M T V Chan
Journal:  Lancet       Date:  2004-05-29       Impact factor: 79.321

9.  Anesthesia awareness and the bispectral index.

Authors:  Michael S Avidan; Lini Zhang; Beth A Burnside; Kevin J Finkel; Adam C Searleman; Jacqueline A Selvidge; Leif Saager; Michelle S Turner; Srikar Rao; Michael Bottros; Charles Hantler; Eric Jacobsohn; Alex S Evers
Journal:  N Engl J Med       Date:  2008-03-13       Impact factor: 91.245

10.  Use of Multiple EEG Features and Artificial Neural Network to Monitor the Depth of Anesthesia.

Authors:  Yue Gu; Zhenhu Liang; Satoshi Hagihira
Journal:  Sensors (Basel)       Date:  2019-05-31       Impact factor: 3.576

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  3 in total

1.  Evaluation of the anesthetic depth and bispectral index during propofol sequential target-controlled infusion in dogs.

Authors:  Matheus Luis Cunha Ubiali; Guilherme Paes Meirelles; Julia Milczewski Vilani; Henrique Erick da Luz; Sabrine Marangoni; Raisa Braul Rodrigues; Ricardo Guilherme D'OCtaviano de Castro Vilani
Journal:  Vet World       Date:  2022-03-08

Review 2.  Artificial Intelligence in Perioperative Medicine: A Proposed Common Language With Applications to FDA-Approved Devices.

Authors:  Ryan L Melvin; Matthew G Broyles; Elizabeth W Duggan; Sonia John; Andrew D Smith; Dan E Berkowitz
Journal:  Front Digit Health       Date:  2022-04-25

3.  Closed-Loop Acoustic Stimulation During Sedation with Dexmedetomidine (CLASS-D): Protocol for a Within-Subject, Crossover, Controlled, Interventional Trial with Healthy Volunteers.

Authors:  Christian S Guay; Alyssa K Labonte; Michael C Montana; Eric C Landsness; Brendan P Lucey; MohammadMehdi Kafashan; Simon Haroutounian; Michael S Avidan; Emery N Brown; Ben Julian A Palanca
Journal:  Nat Sci Sleep       Date:  2021-03-04
  3 in total

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