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James McNames' Publications
Book Chapters
- B. Goldstein, J. McNames, M.
Ellenby, L. Ibsen, S. Jacques, M. Aboy, T. Thong, C. Phillips,
G. Levitte, "ICU monitoring of continuous physiologic signals
- Engineering aspects, clinical interpretation, and future directions,"
In: T.P. Shanley (ed.), Current Concepts in Pediatric Critical
Care 2004, Des Planes, IL, pp. 201-229, 2004.
- J. McNames, "Microelectrode
signal analysis techniques for improved localization," In:
Z. Israel, K.J. Burchiel (eds.), Microelectrode Recordings in
Movement Disorder Surgery, Thieme, New York, pp. 119-129, ISBN
1588901742, 2004.
- W.E. Staib and J. McNames, "Neural
networks applied to steelmaking," The Handbook of Brain
Theory and Neural Networks, MIT Press, pp. 934-936, ISBN 0262011484,
1995.
Journal Publications
- M. Aboy, J. McNames, T. Thong,
C. R. Phillips, M. S. Ellenby, B. Goldstein, "A novel algorithm
to estimate the pulse pressure variation index," IEEE Transactions
on Biomedical Engineering, in press.
- A. Colbert, R. Hammerschlag,
M. Aickin, J. McNames, "Reliability of Prognos for electrodermal
measurements at acupuncture points," Journal of Alternative
and Complementary Medicine, accepted.
- T. Thong, J. McNames, M. Aboy,
B. Goldstein, "Prediction of paroxysmal atrial fibrillation
by analysis of the atrial premature complexes," IEEE Transactions
on Biomedical Engineering, in press.
- R. A. Santiago, J. McNames,
K. Burchiel, G. G. Lendaris, "Developments in understanding
neuronal spike trains and functional specializations in brain
regions," Neural Networks, Vol. 16, No. 5-6, pp. 601-607,
June/July 2003.
- B. Goldstein, J. McNames, B.
A. McDonald, M. Ellenby, S. Lai, Z. Sun, D. Krieger, R. J. Sclabassi,
"Physiologic data acquisition system and database for the
study of disease dynamics in the intensive care unit," Critical
Care Medicine, Vol. 31, No. 2, pp. 433-441, February 2003.
- W. R. Daasch, J. McNames, R.
Madge, K. Cota, "Neighborhood selection for IDDQ outlier
screening at wafer-sort," IEEE Design and Test of Computers,
Vol. 19, No. 5, pp. 74-81, September-October 2002.
- T. Penzel, J. McNames, P. de
Chazal, B. Raymond, A. Murray, G. Moody, "Systematic comparison
of different algorithms for apnoea detection based on ECG recordings,"
Medical & Biological Engineering & Computing, Vol. 40,
No. 4, pp. 402-407, July 2002.
- S. Balaji, M. Ellenby, J. McNames,
B. Goldstein, "Update on intensive care ECG and cardiac
event monitoring," Cardiac Electrophysiology Review, Vol.
6, No. 3, pp. 190-195, September 2002.
- J. McNames, "Local averaging
optimization for chaotic time series prediction," Neurocomputing,
Vol. 48, No.1-4, pp. 279-297, October 2002.
- E. M. Huff, I. Y. Tumer, E.
Barszcz, M. Dzwonczyk, J. McNames, "An analysis of maneuvering
effects on transmission vibrations in an AH-1 cobra helicopter,"
Journal of the American Helicopter Society, Vol. 47, No. 1, pp.
42-49, January 2002.
- J. McNames, "Fourier series
analysis of epicyclic gearbox vibration," Journal of Vibration
and Acoustics, Vol. 124, No. 1, pp. 150-153, January 2002.
(Online
Journal, pdf)
- M. S. Ellenby, J. McNames, S.
Lai, B. A. McDonald, D. Krieger, R. J. Sclabassi, B. Goldstein,
"Uncoupling and recoupling of autonomic regulation of the
heart beat in pediatric septic shock," Shock, Vol. 16, No.
4, pp. 274-277, October 2001.
(pdf)
- J. McNames, "A fast nearest
neighbor algorithm based on a principal axis tree," IEEE
Transactions on Pattern Analysis and Machine Intelligence, Vol.
23, No. 9, pp. 964-976, September 2001.
(pdf)
- J. McNames, "Rotated partial
distance search for faster vector quantization encoding,"
IEEE Signal Processing Letters, Vol. 7, No. 9, pp. 244-246, September
2000.
(pdf)
- J. McNames, J.A.K. Suykens,
and J. Vandewalle, "Winning entry of the K.U. Leuven time
series prediction competition," International Journal of
Bifurcation and Chaos, Vol. 9, No. 8, pp. 1485-1500, August 1999.
(Online
Journal, pdf)
Conference Publications
2004
- M. Aboy, O. W. Marquez, J. McNames,
"Time-delay estimation between arterial blood pressure and
intracranial pressure signals based on Kalman filtering,"
BIOSIGNAL 2004, accepted.
- M. Aboy, J. McNames, T. Thong,
"A novel statistical model for simulation of pressure signals,"
BIOSIGNAL 2004, accepted.
- T. Thong, J. McNames, M. Aboy,
B. Oken, "Averaged Lomb periodograms for nonuniform sampling,"
BIOSIGNAL 2004, accepted.
- A. T. McCray, J. McNames, D.
Abercrombie, "Stepwise regression techniques for identifying
defective manufacturing tools," Advanced Semiconductor Manufacturing
Conference (ASMC), Boston, Massachusetts, 4-6 May 2004, accepted.
- J. McNames, B. Whitefield, D.
Abercrombie, "Inline inspection monitoring coverage visualization,"
Advanced Semiconductor Manufacturing Conference (ASMC), Boston,
Massachusetts, 4-6 May 2004, accepted.
- T. T. Shannon, D. Abercrombie,
J. McNames, B. Whitefield, "Improved process monitoring
with independent components," Advanced Semiconductor Manufacturing
Conference (ASMC), Boston, Massachusetts, 4-6 May 2004, accepted.
2003
- J. McNames, D. Abercrombie,
D. Turner, T. Shannon, "Semiconductor manufacturing process
visualization," Proceedings of the IEEE International Conference
on Systems, Man and Cybernetics, Washington, D.C., pp. 4940-4944,
5-8 October 2003.
- T. T. Shannon, D. Abercrombie,
J. McNames, "Process monitoring via independent components,"
Proceedings of the IEEE International Conference on Systems,
Man and Cybernetics, Washington, D.C., pp. 3496-3500, 5-8 October
2003.
- W. Wakeland, J. McNames, M.
Aboy, D. Hollemon, B. Goldstein, "Modeling intracranial
fluid flows and volumes during traumatic brain injury to better
understand pressure dynamics," Annual International Conference
of the IEEE Engineering in Medicine and Biology - Proceedings,
Cancun, Mexico, pp. 402-405, 17-21 September 2003.
- S. Iamratanakul, J. McNames,
B. Goldstein, "Estimation of respiration from physiologic
pressure signals," Annual International Conference of the
IEEE Engineering in Medicine and Biology - Proceedings, Cancun,
Mexico, pp. 2734-2737, 17-21 September 2003.
- D. Cyrill, J. McNames, M. Aboy,
"Adaptive comb filter for semi-periodic physiological signals,"
Annual International Conference of the IEEE Engineering in Medicine
and Biology - Proceedings, Cancun, Mexico, pp. 2439-2442, 17-21
September 2003.
- M. Aboy, J. McNames, D. Cuesta-Frau,
W. Wakeland, T. Thong, S. Lai, B. Goldstein, "Significance
of intracranial pressure pulse morphology in pediatric traumatic
brain injury," Annual International Conference of the IEEE
Engineering in Medicine and Biology - Proceedings, Cancun, Mexico,
pp. 2491-2494, 17-21 September 2003.
- J. McNames, T. Thong, B. Goldstein,
"Reliability and accuracy of heart rate variability metrics
versus ECG segment duration," Annual International Conference
of the IEEE Engineering in Medicine and Biology - Proceedings,
Cancun, Mexico, pp. 212-215, 17-21 September 2003.
- T. Thong, K. Li, J. McNames,
M. Aboy, B. Goldstein, "Accuracy of ultra-short heart rate
variability measures," Annual International Conference of
the IEEE Engineering in Medicine and Biology - Proceedings, Cancun,
Mexico, pp. 2424-2427, 17-21 September 2003.
- T. Thong, J. McNames, M. Aboy,
B. Goldstein, "Paroxysmal atrial fibrillation prediction
using isolated premature atrial events and paroxysmal atrial
tachycardia," Annual International Conference of the IEEE
Engineering in Medicine and Biology - Proceedings, Cancun, Mexico,
pp. 163-166, 17-21 September 2003.
- D. Tsunami, J. McNames, M. Aboy,
M. S. Ellenby, "A new resource for independent and blinded
assessment of QRS detection algorithms," Annual International
Conference of the IEEE Engineering in Medicine and Biology -
Proceedings, Cancun, Mexico, pp. 2889-2892, 17-21 September 2003.
- M. Aboy, J. McNames, T. Thong,
C. R. Phillips, M. Ellenby, B. Goldstein, "Pulse pressure
variation estimation based on rank-order filters," Annual
International Conference of the IEEE Engineering in Medicine
and Biology - Proceedings, Cancun, Mexico, pp. 2435-2438, 17-21
September 2003, in press.
- D. Cuesta-Frau, M. Aboy, J.
McNames, B. Goldstein, "Morphology analysis of intracranial
pressure using pattern matching techniques," Annual International
Conference of the IEEE Engineering in Medicine and Biology -
Proceedings, Cancun, Mexico, pp. 2917-2920, 17-21 September 2003.
- J. H. Falkenberg, J. McNames,
M. Aboy, K. J. Burchiel, "Segmentation of extracellular
microelectrode recordings with equal power," Annual International
Conference of the IEEE Engineering in Medicine and Biology -
Proceedings, Cancun, Mexico, pp. 2475-2478, 17-21 September 2003.
- J. H. Falkenberg, J. McNames,
K. J. Burchiel, "Statistical methods of analysis and visualization
of extracellular microelectrode recordings," Annual International
Conference of the IEEE Engineering in Medicine and Biology -
Proceedings, Cancun, Mexico, pp. 2515-2518, 17-21 September 2003.
- T. T. Shannon, D. Abercrombie,
J. McNames, "Modeling CMOS gate characteristics using independent
component analysis," International Joint Conference on Neural
Networks, Portland, Oregon, pp. 809-813, 20-24 July 2003.
- R. A. Santiago, J. McNames,
K. Burchiel, G. G. Lendaris, "An automated method for neuronal
spike source identification," International Joint Conference
on Neural Networks, Portland, Oregon, pp. 2837-2842, 20-24 July
2003.
2002
- T. T. Shannon, J. McNames, M.S.
Ellenby, B. Goldstein, "Estimation of the additive respiration
effect in blood pressure signals: an independent component approach,"
In Proceedings of the International Federation for Medical and
Biological Engineering EMBEC'02, Vienna, Austria, Vol 3, pp.
1580-1581, 4-8 December 2002.
- J. McNames, C. Crespo, M. Aboy,
J. Bassale, L. Jenkins, B. Goldstein, "Harmonic spectrogram
for the analysis of semi-periodic physiologic signals,"
In IEEE Proceedings of the Second Joint EMBS/BMES Conference,
Houston, TX, pp. 143-144, 23-26 October 2002.
(pdf)
- R. A. Santiago, J. McNames,
H. Falkenberg, K. Burchiel, "Automatic target localization
using microelectrode recordings," In IEEE Proceedings of
the Second Joint EMBS/BMES Conference, Houston, TX, pp. 42-43,
23-26 October 2002.
- M. Aboy, C. Crespo, J. McNames,
B. Goldstein, "Automatic detection algorithm for physiologic
pressure signal components," In IEEE Proceedings of the
Second Joint EMBS/BMES Conference, Houston, TX, pp. 196-197,
23-26 October 2002.
- T. T. Shannon, J. McNames, M.
S. Ellenby, B. Goldstein, "Modeling respiration from blood
pressure waveform signals: An independent component approach,"
In IEEE Proceedings of the Second Joint EMBS/BMES Conference,
Houston, TX, pp. 200-201, 23-26 October 2002.
- D. Turner, D. Abercrombie, J.
McNames, W. R. Daasch, R. Madge, "Isolating and removing
sources of variation in test data," In IEEE International
Test Conference (ITC) 2002, Baltimore, MD, pp. 464-471, 7-10
October 2002.
- W. R. Daasch, K. Cota, J. McNames,
and R. Madge, "Neighbor selection for in IDDQ and other
parametric data," In IEEE International Test Conference
(ITC) 2002, Baltimore, MD, pp. 1240-1248, 7-10 October 2002.
(pdf)
- T. Thong, J. McNames, "Nonlinear
reconstruction of over-sampled coarsely quantized signals,"
45th IEEE Midwest Symposia on Circuits and Systems (MWSCAS),
Tulsa, OK, Vol. 2, pp. 416-417, 4-7 August 2002.
- T. Thong, J. McNames, "Transform
for continuous time system modeling," 45th IEEE Midwest
Symposia on Circuits and Systems (MWSCAS), Tulsa, OK, Vol. 2,
pp. 408-411, 4-7 August 2002.
- M. Aboy, C. Crespo, J. McNames,
J. Bassale, L. Jenkins, B. Goldstein, "A biomedical signal
processing toolbox," Proceedings of the 16th International
EURASIP Conference BIOSIGNAL 2002, Brno, Czech Republic, Vol.
16, pp. 49-52, 26-28 June 2002.
- J. McNames, J. Bassale, M. Aboy,
C. Crespo, B. Goldstein, "Techniques for the visualization
of nonstationary biomedical signals," Proceedings of the
16th International EURASIP Conference BIOSIGNAL 2002, Brno, Czech
Republic, Vol. 16, pp. 42-45, 26-28 June 2002.
- C. Crespo, J. McNames, M. Aboy,
J. Bassale, M. Ellenby, S. Lai, B. Goldstein, "Precursors
in the arterial blood pressure signal to episodes of acute hypotension
in sepsis," Proceedings of the 16th International EURASIP
Conference BIOSIGNAL 2002, Brno, Czech Republic, Vol. 16, pp.
206-208, 26-28 June 2002.
- J. McNames, C. Crespo, J. Bassale,
M. Aboy, M. Ellenby, S. Lai, B. Goldstein, "Sensitive precursors
to acute episodes of intracranial hypertension," The 4th
International Workshop Biosignal Interpretation, Como, Italy,
pp. 303-306, 24-26 June 2002.
- J. McNames, B. Goldstein, "A
nonlinear lowpass filter that eliminates peak attenuation,"
In IEEE International Conference on Acoustics, Speech, and Signal
Processing (ICASSP 2002), Orlando, Florida, Vol. 2, pp. 1529-1532,
13-17 May 2002.
2001
- J. McNames, C. Crespo, M. Aboy,
M. Ellenby, S. Lai, R. Sclabassi, B. Goldstein, "Precursors
to rapid elevations in intracranial pressure," In Engineering
in Medicine and Biology Society, 2001. Proceedings of the 23rd
Annual International Conference of the IEEE, Istanbul, Turkey,
Vol. 4, pp. 3977-3980, 25-28 October 2001.
- M. Aboy, J. McNames, B. Goldstein,
"Automatic detection algorithm of intracranial pressure
waveform components," In Engineering in Medicine and Biology
Society, 2001. Proceedings of the 23rd Annual International Conference
of the IEEE, Istanbul, Turkey, Vol. 3, pp. 2231 -2234, 25-28
October 2001.
(pdf)
- W. R. Daasch, K. Cota, J. McNames,
and R. Madge, "Neighbor selection for in IDDQ and other
parametric data," In IEEE 2001 International Test Conference
(ITC), Baltimore, MD, pp. 92-100, 30 October - 5 November 2001
(best 2001 paper award).
2000
- W. R. Daasch, J. McNames, D.
Bockelman, K. Cota, and R. Madge, " using wafer patterns
in IddQ data," In IEEE 2000 International Test Conference
(ITC), Atlantic City, NJ, pp. 189-198, 3-5 October 2000.
- E. M. Huff, E. Barszcz, I. Y.
Tumer, M. Dzwonczyk, J. McNames, "Experimental analysis
of steady-state maneuvering effects on transmission vibration
patterns recorded in an AH-1 cobra helicopter," In The Vertical
Flight Society's 56th Annual Forum, American Helicopter Society,
Virginia Beach, VA, pp. 642-653, 2-4 May 2000, (best paper award).
(pdf)
- J. McNames, "Local modeling
optimization for time series prediction," In Proceedings
of the 8th European Symposium on Artificial Neural Networks,
Bruges, Belgium, pp. 305-310, 26-28 April 2000.
(Online
Proceedings, pdf)
Abstracts
2004
- M. Aboy, J. McNames, W. Wakeland,
M. Ellenby, D. Hollemon, S. Lai, R. Chesnut, S. Durham, B. Goldstein,
"Intracranial pressure pulse amplitude and mean intracranial
pressure analysis in pediatric traumatic brain injury,"
Twelfth International Symposium on Intracranial Pressure and
Brain Monitoring, 17-21 August 2004, accepted.
- W. Wakeland, B.Goldstein, L.
Macovsky, J. McNames, "A computer model of intracranial
pressure dynamics during traumatic brain injury that explicitly
models fluid flows and volumes," Twelfth International Symposium
on Intracranial Pressure and Brain Monitoring, 17-21 August 2004,
accepted.
- M. Aboy, J. McNames, W. Wakeland,
S. Lai, B. Goldstein, "Transient pulse morphology analysis
of the intracranial pressure signal after ventricular CSF drainage,"
Critical Care Medicine, Orlando, FL, 20-25 February 2004, in
press.
- M. Aboy, J. McNames, B. Goldstein,
"Evidence for diminished complexity during acute hypotension
in septic shock," Critical Care Medicine, Orlando, FL, 20-25
February 2004, in press.
- G. Levitte, M. Aboy, J. McNames,
W. Wakeland, S. Lai, B. Goldstein, "Response analysis of
intracranial pressure to changes in respiratory rate," Critical
Care Medicine, Orlando, FL, 20-25 February 2004, in press.
2003
- A. P. Colbert, R. Hammerschlag,
M. Aickin, J. McNames, "Reliability of PROGNOS, an acupoint
electrodermal measuring device," Society for Acupuncture
Research, Boston, MA, 15-16 November 2003, in press.
- J. H. Falkenberg, J. McNames,
K. Burchiel, "Automatic microelectrode recording analysis
and visualization for improved target localization," American
Society for Stereotactic and Functional Neurosurgery 2003 Quadrennial
Meeting, New York, NY, p. 202, 21 May 2003.
- T. Penzel, J. McNames, P. de
Chazal, B. Raymond, A. Murray, G. Moody, "Systematic evaluation
of ECG based detection of sleep apnea," Sleep, Vol. 26,
p. A246, 15 May 2003.
- M. Aboy, C. Crespo, J. McNames,
D. Hollemon, S. Lai, M. Ellenby, B. Goldstein, "Evidence
for diminished complexity during intracranial hypertension in
traumatic brain injury," Critical Care Medicine, Vol. 30,
No. 12 (Suppl.), p. A80, January 2003.
2002
- T. Penzel, J. McNames, P. de
Chazal, B. Raymond, A. Murray, G. Moody, "Systematischer
Vergleich von Algorithmen der EKG-Analyse zur Erkennung schlafbezogener
Atmungsstörungen. Informatik," Biometrie und Epidemiologie
in Medizin und Biologie, Vol. 33, pp. 126-127, 2002.
- T. Penzel, J. McNames, P. de
Chazal, B. Raymond, A. Murray, G. Moody, "ECG based detection
of sleep apea - a systematic comparison of 12 algorithms,"
European Respiratory Journal, Vol. 20, Sup. 38, p. 292, 2002.
- T. Penzel, J. McNames, P. de
Chazal, B. Raymond, A. Murray, G. Moody, "A comparison of
algorithms for the detection sleep related breathing disorders
based on ECG recordings," Journal of Sleep Research, Vol.
11, Sup. 1, p. 174, June 2002.
2001
- J. Bassale, J. McNames, M. Ellenby,
M. Aboy, C. Crespo, S. Lai, B. Goldstein, "Changes in the
blood pressure signal autocorrelation function prior to hypotension
in septic shock," Critical Care Medicine, Vol. 29, No. 12/SS,
pp. A112-A112, December 2001.
(pdf)
- M. S. Ellenby, J. McNames, S.
Lai, B. A. McDonald, D. Krieger, R.J. Sclabassi, B. Goldstein,
"Dynamic assessment of intracranial hypertension in traumatic
brain injury," Journal of Investigative Medicine, Vol. 49,
No. 1, p. 80A, January 2001.
2000
- B. Goldstein, M.S. Ellenby,
S. Lai, J. McNames, B. McDonald, D. Krieger, R.J. Sclabassi,
T.G. Buchman, "Characterization of variability in physiologic
time signals during hypotension in pediatric sepsis," Critical
Care Medicine, Vol. 28, No. 12 (Suppl.), p. A46, December 2000.
- J. McNames, A. Fraser, A. Rechtsteiner,
"Sleep apnea classification based on frequency of heart
rate variability," In Computers in Cardiology, Cambridge,
MA, p. 207, September 2000.
(pdf)
Other Publications
- J. McNames, A. Fraser, "Obstructive
sleep apnea classification based on spectrogram patterns in the
electrocardiogram," In Computers in Cardiology 2000, Cambridge,
MA, Vol. 27, pp. 749-752, 2000.
(pdf)
- J. McNames, "Innovations
in local modeling for time series prediction," Ph.D. Thesis,
Stanford University, May 1999.
(pdf)
- J. McNames, "A nearest
trajectory strategy for time series prediction," Proceedings
of the International Workshop on Advanced Black-Box Techniques
for Nonlinear Modeling, Katholieke Universiteit Leuven, Belgium,
pp. 112-128, July 1998.
(pdf)
- W.E. Staib and J. McNames, "Operating
experience from intelligent arc furnace installations,"
Iron and Steel Engineer, Vol. 71, No. 5, pp. 38-40, May 1994.
Revised 3.18.04
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