Data processing: artificial intelligence – Neural network – Learning task
Reexamination Certificate
2005-04-12
2005-04-12
Davis, George (Department: 2121)
Data processing: artificial intelligence
Neural network
Learning task
Reexamination Certificate
active
06879970
ABSTRACT:
A system for developing and implementing empirically derived algorithms to generate decision rules to predict subject noncompliance and fraud with research protocols in clinical trials allows for the identification of complex patterns of variables that detect or predict subject noncompliance and fraud with research protocol in the clinical trial. The present invention can also be used to monitor subject compliance with the research protocol to determine preferred actions to be performed. Optionally, the invention may provide a spectrum of noncompliance, from minor noncompliance needing only corrective feedback, to significant noncompliance requiring subject removal from the clinical trial. The algorithms and decision rules can also be domain-specific, such as detecting non-compliance or fraud among subjects in a cardiovascular drug trial, or demographically specific, such as taking into account gender or age which provides for algorithms and decision rules to be optimized for the specific sample of subjects being studied.
REFERENCES:
patent: D247251 (1978-02-01), Napoli
patent: 4262632 (1981-04-01), Hanton et al.
patent: 4353375 (1982-10-01), Colburn et al.
patent: 4367752 (1983-01-01), Jimenez et al.
patent: 4543955 (1985-10-01), Schroeppel
patent: 4566461 (1986-01-01), Lubell et al.
patent: 4592018 (1986-05-01), Wiegman
patent: 4686624 (1987-08-01), Blum et al.
patent: 4803625 (1989-02-01), Fu et al.
patent: 4844076 (1989-07-01), Lesho et al.
patent: 4883063 (1989-11-01), Bernard et al.
patent: 4909260 (1990-03-01), Salem et al.
patent: 4966154 (1990-10-01), Cooper et al.
patent: 4974601 (1990-12-01), Tranjan et al.
patent: 4975842 (1990-12-01), Darrow et al.
patent: 4987897 (1991-01-01), Funke
patent: 5002064 (1991-03-01), Allain et al.
patent: 5063937 (1991-11-01), Ezenwa et al.
patent: 5078134 (1992-01-01), Heilman et al.
patent: 5111818 (1992-05-01), Suzuki et al.
patent: 5113859 (1992-05-01), Funke
patent: 5128552 (1992-07-01), Fang et al.
patent: 5131390 (1992-07-01), Sakaguchi et al.
patent: 5137345 (1992-08-01), Waldorf et al.
patent: 5181519 (1993-01-01), Bible
patent: 5197489 (1993-03-01), Conlan
patent: 5199439 (1993-04-01), Zimmerman et al.
patent: 5213106 (1993-05-01), Lerner
patent: 5213555 (1993-05-01), Hood et al.
patent: 5218969 (1993-06-01), Bredesen et al.
patent: 5222503 (1993-06-01), Ives et al.
patent: 5226424 (1993-07-01), Bible
patent: 5226539 (1993-07-01), Cheng
patent: 5228450 (1993-07-01), Sellers
patent: 5253654 (1993-10-01), Thomas et al.
patent: 5261412 (1993-11-01), Butterfield et al.
patent: 5271405 (1993-12-01), Boyer et al.
patent: 5275159 (1994-01-01), Griebel
patent: 5280429 (1994-01-01), Withers
patent: 5289824 (1994-03-01), Mills et al.
patent: 5307263 (1994-04-01), Brown
patent: 5447164 (1995-09-01), Shaya et al.
patent: 5454376 (1995-10-01), Stephens et al.
patent: 5583831 (1996-12-01), Churchill et al.
patent: 5596994 (1997-01-01), Bro
patent: 5672154 (1997-09-01), Sillén et al.
patent: 5704366 (1998-01-01), Tacklind et al.
patent: 5710551 (1998-01-01), Ridgeway
patent: 5732709 (1998-03-01), Tacklind et al.
patent: 5778882 (1998-07-01), Raymond et al.
patent: 5832448 (1998-11-01), Brown
patent: 5960403 (1999-09-01), Brown
patent: 5963136 (1999-10-01), O'Brien
patent: 6039688 (2000-03-01), Douglas et al.
patent: 6063028 (2000-05-01), Luciano
patent: 6075755 (2000-06-01), Zarchan
patent: 6095985 (2000-08-01), Raymond et al.
patent: 6151586 (2000-11-01), Brown
patent: 6167362 (2000-12-01), Brown et al.
patent: 6317731 (2001-11-01), Luciano
patent: 6381577 (2002-04-01), Brown
patent: 20020019748 (2002-02-01), Brown
patent: 20020042726 (2002-04-01), Mayaud
patent: 20020052858 (2002-05-01), Goldman et al.
patent: 20020064095 (2002-05-01), Momich et al.
patent: 299667 (1989-01-01), None
patent: 1 034 734 (2000-09-01), None
patent: 2686497 (1993-07-01), None
patent: WO 8802237 (1988-04-01), None
patent: WO 8905116 (1989-06-01), None
patent: WO 9401040 (1994-01-01), None
patent: WO 9413198 (1994-06-01), None
patent: WO 9424929 (1994-11-01), None
patent: WO 9613790 (1996-05-01), None
patent: WO 9838909 (1998-09-01), None
patent: WO 9927483 (1999-06-01), None
patent: WO 9938052 (1999-07-01), None
patent: WO 0015103 (2000-03-01), None
patent: WO 0069331 (2000-11-01), None
patent: WO 0075748 (2000-12-01), None
patent: WO 0106433 (2001-01-01), None
patent: WO 0109701 (2001-02-01), None
patent: WO 0126020 (2001-04-01), None
patent: WO 0126021 (2001-04-01), None
patent: WO 0134024 (2001-05-01), None
patent: WO 0174229 (2001-10-01), None
patent: WO 0219247 (2002-03-01), None
Bradburn, NM, et al. “Answering Autobiographical Questions: The Impact of Memory and Inference on Surveys”ScienceApr. 10, 1987;236: 157-161.
Collins, RL, et al. “Ecological momentary assessment in a behavioral drinking moderation training program”Exp. Clin. Psychopharmacol.Aug. 1998;6(3):306-315.
Cramer, JA, et al. “How often is medication taken as prescribed?”JAMAJun. 9, 1989;261(22):3273-3277.
Eich, E, et al. “Memory for Pain: Relation between Past and Present Pain Intensity”Pain1985;23:375-380.
Friedman, WJ “Memory for the Time of Past Events”Psychological Bulletin1993; 113(1):44-66.
Gorin, AA, et al. “Recall Biases and Cognitive Errors in Retrospective Self-Reports: A Call for Momentary Assessments”Handbook of Heath Psychology.Lawrence Erlbaum Assoc.:Mahwah, New Jersey. 2001;pp. 405-413.
Greeno, CG, et al. “Binge antecedents in obese women with and without binge eating disorder”J. Consult Clin. Psychol.Feb. 2000;68(1):95-102.
Hyland, ME, et al. “Diary keeping in asthma: comparison of written and electronic methods”BMJFeb. 20, 1993;306(6876):487-489.
Kamarck, TW, et al. “The effects of psychosocial influences on ambulatory blood pressure: contrasting different measurement and data analytic strategies” 37thAnnual Meeting of the Society for Psychophysical Research, N. Falmouth, Massachusetts, USA, Oct. 15-19, 1997.Psychophysiology1997;34 (Suppl. 1):S6-S7.
Kamarck, TW, et al. “Effects of task strain, social conflict, and emotional activation on ambulatory cardiovascular activity: daily life consequences of recurring stress in a multiethnic adult sample”Health Psychol.Jan. 1998;17(1):17-29.
Kamarck, TW, et al. “Emotional Support Modrates The Acute Pressor Effects Of Stress During Daily Life” Abstracts of Papers for 1999 Annual Meeting: Paper Session: Cardiovascular Activity in Relation to Stress Psychology and Neurobiology.Psychosomatic Medicine1999;61(1):112 (abstract).
Kamarck, TW, et al. “The Diary of Ambulatory Behavioral States: A new Approach to the Assessment of Psychosocial Influences on Ambulatory Cardiovascular Activity”Technology and Methods in Behavioral Medicine(D.S. Krantz and A. Baum, eds.) Lawrence Erlbaum Associates:Mahwah, New Jersey. 1998; Chapter 9:163-193.
O'Connell, KA, et al. “Overcoming the Urge to Smoke: The Strategies of Long-Term Abstainers and Later Relapsers”Psychology of Addictive Behavior1991;5(1):1-8.
O'Connell, KA, et al. “Coping in real time: using Ecological Momentary Assessment techniques to assess coping with the urge to smoke”Res. Nurs. Health.Dec. 1998;21(6):487-497.
O'Connell, KA, et al. “Symptom beliefs and actual blood glucose in type II diabetes”Res. Nurs. Health.Jun. 1990;13(3):145-151.
O'Connell, KA, et al. “Reversal theory and smoking: a state-based approach to ex-smokers' highly tempting situations”J. Consult. Clin. Psychol.Aug. 1990;58(4):489-494.
O'Connell, KA “Why rational people do irrational things. The theory of psychological reversals”J. Psychosoc. Nurs. Ment. Health Serv.Jan. 1991;29(1):11-14.
Paty, J, et al. “The importance of assessing base rates for clinical studes: an example of stimulus control of smoking”The Experience of Psychopathology: Investigating Mental Disorders in their Natural Settings(DeVries, Marten W. ed.) Cambridge University Press:Cambride, England. 1992;
Hufford Michael R.
Paty Jean A.
Shiffman Saul
Davis George
invivodata, Inc.
Lahive & Cockfield LLP
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