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Abstract: . . . 3. Organization of the Challenge The challenge was announced, and the PAF Prediction Challenge Database was posted, on 1 March 2001. Partic- ipants used the learning set to develop and optimize fully- automated methods for classifying the record sets and for predicting imminent PAF. Beginning on 21 April, partici- pants were able to submit their algorithms classifications of the test set to an automated scorer via PhysioNet. In event 1 (PAF screening), the challenge is to clas- sify the record sets (subjects) in the test set into PAF . . . . . . Munsif AN, Giorg- beridze I, Mathew P, Mehra R. Acute effects of dual- site right atrial pacing in patients with spontaneous and in- ducible atrial flutter and fibrillation . J Am Coll Cardiol 1997; 29:10071014. [11] Prystowsky EN. Management of atrial fibrillation : thera- peutic options and clinical decisions. Am J Cardiol 2000; 85:3D11D. [12] Moody GB, Mark RG, Goldberger AL. PhysioNet: A research resource for studies of complex physiologic and biomedical signals. In Computers in Cardiology 2000. Pis- cataway, NJ: IEEE Press, 2000; . . . . . . fibrillation after thoracic surgery. Anesthesiology 1999;91:1623. [5] Vikman S, Makikallio TH, Yli-Mayry S, Pikkujamsa S, Koivisto AM, Reinikainen P, Airaksinen KEJ, Huikuri HV. Altered complexity and correlation properties of R-R inter- val dynamics before the spontaneous onset of paroxysmal atrial fibrillation . Circulation 1999;100:20792084. [6] Hnatkova K, Waktare JEP, Murgatroyd FD, Guo X, Baiyan X, Camm AJ, Malik M. Analysis of the cardiac rhythm pre- ceding episodes of paroxysmal atrial fibrillation . Am Heart J 1998;135:10101019. . . . . . . monitoring. PACE 2000; 23(4):607. [8] Feinberg WM, Blackshear JL, Laupacis A, Kronmal R, Hart RG. Prevalence, age distribution, and gender of patients with atrial fibrillation . Arch Intern Med 1995;155:469473. [9] Takahashi N, Seki A, Imataka K, Fujii J. Clinical features of paroxysmal atrial fibrillation : an observation of 94 patients. Jpn Heart J 1981;22:143149. [10] Prakash A, Saksena S, Hill M, Krol RB, Munsif AN, Giorg- beridze I, Mathew P, Mehra R. Acute effects of dual- site right atrial pacing in patients with spontaneous and in- ducible . . . . . . Saksena S, Hill M, Krol RB, Munsif AN, Giorg- beridze I, Mathew P, Mehra R. Acute effects of dual- site right atrial pacing in patients with spontaneous and in- ducible atrial flutter and fibrillation . J Am Coll Cardiol 1997; 29:10071014. [11] Prystowsky EN. Management of atrial fibrillation : thera- peutic options and clinical decisions. Am J Cardiol 2000; 85:3D11D. [12] Moody GB, Mark RG, Goldberger AL. PhysioNet: A research resource for studies of complex physiologic and biomedical signals. In Computers in Cardiology 2000. Pis- cataway, . . . --3000,5,300,3377,18133
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