Wieland SC, Brownstein JS, Berger B, Mandl KD. Density-equalizing Euclidean minimum spanning trees for the detection of all disease cluster shapes. Proc Natl Acad Sci U S A 2007 [In Press]
McMurry AJ, Gilbert CA, Reis BY, Chueh HC, Kohane IS, Mandl KD. A self-scaling, distributed architecture for public health, research, and clinical care. J Am Med Inform Assoc. July 2007 [In Press]
Reis BY, Kohane IS, Mandl KD. An epidemiological network model for disease outbreak detection. PLoS Medicine 2007 [In Press]
Wieland SC, Brownstein JS, Berger B, Mandl KD. Automated real time constant-specificity surveillance for outbreaks. BMC Med Inform Decis Mak [In Press]
Kohane IS, Mandl KD, Taylor PL, Holm IA, Nigrin DJ, Kunkel LM. MEDICINE: Reestablishing the Researcher-Patient Compact. Science. May 11, 2007 2007;316(5826):836-837.
Fine AM, Goldmann DA, Forbes PW, Harris SK, Mandl KD. Incorporating Vaccine-Preventable Disease Surveillance Into the National Health Information Network: Leveraging Children's Hospitals. Pediatrics 2006;118(4):1431-8.
Brownstein JS, Cassa CA, Kohane IS, Mandl KD. An unsupervised classification method for inferring original case locations from low-resolution disease maps. Int J Health Geogr. 2006;5:56.
Fine AM, Nigrovic LE, Reis BY, Cook EF, Mandl KD. Linking Surveillance to Action: Incorporation of Real-time Regional Data into a Medical Decision Rule. J Am Med Inform Assoc. March 1, 2007 2007;14(2):206-211.
Brownstein JS, Wolfe CJ, Mandl KD. Empirical evidence for the effect of airline travel on inter-regional influenza spread in the United States. PLoS Medicine. 2006;3(10):e401.
Olson KL, Grannis SJ, Mandl KD. Privacy protection versus cluster detection in spatial epidemiology. Am J Public Health. Nov 2006;96(11):2002-2008.
Bourgeois FT, Valim C, Wei JC, McAdam AJ, Mandl KD. Influenza and Other Respiratory Virus-Related Emergency Department Visits Among Young Children. Pediatrics 2006;118(1):e1-8.
Kimia A, Brownstein JS, Olson KL, Zak V, Bourgeois FT, Mandl KD. Lumbar Puncture Ordering and Results in the Pediatric Population: A Promising Data Source for Surveillance Systems. Acad Emerg Med.2006;13(7):767-773.
Mohtashemi, M, Szolovits P, Dunyak J. Mandl KD. A susceptible-infected model of early detection of respiratory infection outbreaks on a background of influenza. Journal of Theoretical Biology. 2006; 241: 954–963.
Sebastiani P, Mandl KD, Szolovits P, Kohane IS, Ramoni MF. A Bayesian dynamic model for influenza surveillance. Stat Med. May 8 2006;25(11):1823-1825.
Bourgeois FT, Olson KL, Brownstein JS, McAdam AJ, Mandl KD. Validation of syndromic surveillance for respiratory infections. Ann Emerg Med. Mar 2006;47(3):265 e261.
Cassa CA, Grannis SJ, Overhage JM, Mandl KD. A context-sensitive approach to anonymizing spatial surveillance data: impact on outbreak detection. J Am Med Inform Assoc 2006;13(2):160-5.
Brownstein JS, Kleinman KP, Mandl KD. Identifying Pediatric Age Groups for Influenza Vaccination Using a Real-Time Regional Surveillance System. Am. J. Epidemiol. October 1, 2005 2005;162(7):686-693.
Cassa CA, Iancu K, Olson KL, Mandl KD. A software tool for creating simulated outbreaks to benchmark surveillance systems. BMC Med Inform Decis Mak. Jul 14 2005;5(1):22-28.
Olson KL, Bonetti M, Pagano M, Mandl KD. Real time spatial cluster detection using interpoint distances among precise patient locations. BMC Med Inform Decis Mak. Jun 21 2005;5(1):19-30.
Ma H, Rolka H, Mandl KD, Buckeridge DL, Pavlin JA, Fleischauer
AT, Endy T. Lab order data implementation in the BioSense early
outbreak detection system. MMWR Morb Mortal Wkly Rep.Aug 26 2005;54(SU-1):27-30.
Daniel JB, Heisey-Grove D, Gadam P, Yih WK, Mandl KD, DeMaria
A, Platt R. Connecting health departments and providers: syndromic
surveillance's last mile. MMWR Morb Mortal Wkly Rep. Aug 26 2005;54 Suppl:147-150.
Kleinman KP, Abrams AM, Mandl KD, Platt R. Simulation for assessing
statistical methods of bioterrorism surveillance. MMWR Morb Mortal Wkly Rep.Aug 26 2005;54(SU-1):101-108.
Wang L, Ramoni M, Mandl KD, Sebastiani P. Factors
Affecting Syndromic Surveillance. Artificial Intelligence in
Medicine. Artif Intell Med. Jul 2005;34(3):269-278.
Mandl KD, Reis BY, Cassa C. Measuring outbreak detection performance
using controlled feature set simulations. MMWR Morb Mortal Wkly Rep. Sep 24 2004;53 Suppl:130-136.2004;53
Reis BY, Mandl KD. Syndromic surveillance: the effects of syndrome
grouping on model accuracy and outbreak detection. Ann Emerg Med.
Sep 2004;44(3):235-241.
Fine AM, Wong JB, Fraser HS, Fleisher GR, Mandl KD. Is it influenza
or anthrax? A decision analytic approach to the treatment of patients
with influenza-like illnesses. Ann Emerg Med. Mar 2004;43(3):318-328.
Chung S, Mandl KD, Shannon M, Fleisher GR. Efficacy of an Educational
Web Site for Educating Physicians about Bioterrorism. Acad Emerg
Med. Feb 2004;11(2):143-148.
Mandl KD, Overhage JM, Wagner MM, Lober WB, Sebastiani
P, Mostashari F, Pavlin J, Gesteland PH, Treadwell T, Koski E, Hutwagner
L, Buckeridge DL, Aller R, Grannis S. Syndromic surveillance: a
guide informed by the early experience. J
Am Med Inform Assoc. Mar-Apr 2004; 11(2):
141-150. PrePrint published Nov 21, 2003
Beitel AJ, Olson KL, Reis BY, Mandl KD. Use of emergency department
chief complaint and diagnostic codes for identifying respiratory
illness in a pediatric population. Pediatr Emerg Care. Jun 2004;20(6):355-360.
Bonetti M, Olson K, Mandl K, Pagano M. Parametric
models for interpoint distances and their use in biosurveillance.
Proceedings of the American Statistical Association, Biometrics
Section [CDROM] 2003
Reis BY, Mandl KD. Integrating syndromic surveillance
data across multiple locations: effects on outbreak detection performance. Proc
AMIA Symp. 2003; 549-53.
Reis BY, Pagano M, Mandl KD. Using temporal context
to improve biosurveillance. Proc
Natl Acad Sci U S A. 2003;100(4):1961-1965.
Reis BY, Mandl KD. Time series modeling for syndromic
surveillance. BMC
Med Inform Decis Mak. 2003;3(1):http://www.biomedcentral.com/1472-6947/1473/1472.
Sebastiani P, Mandl KD. Biosurveillance and outbreak
detection using syndromic data. Data Mining: Next Generation Challenges
and Future Directions. Cambridge, MA: AAAI/MIT Press; 2003 (In Press).
Lober WB, Karras BT, Wagner MM, Overhage JM, Davidson
AJ, Fraser H, Trigg LJ, Mandl KD, Espino JU, Tsui FC. Roundtable
on bioterrorism detection: information systems -based surveillance. Journal
of the American Medical Informatics Association 2002; 9(2) 105-115.
Mandl KD. Infrastructure and methods to support
real time biosurveillance. Proceedings of the National Science
Foundation Next Generation Data Mining Workshop. 2002. http://www.cs.umbc.edu/ngdm02.
Shannon M, Burstein J, Mandl KD, Fleisher GR.
Usage of a web-based decision support tool for bioterrorism detection.
American Journal of Emergency Medicine. Am J Emerg Med 2002; 20:
384-385
Personally controlled health records
Simons WW, Mandl KD, Kohane IS. The PING personally controlled electronic medical record system: technical architecture. J Am Med Inform Assoc. Jan-Feb 2005;12(1):47-54.
Sax U, Kohane I, Mandl KD. Wireless Technology Infrastructures for Authentication of Patients: PKI that Rings. J Am Med Inform Assoc 2005;12(3):263-8.
Porter SC, Kohane IS, Goldmann DA. Parents as partners in obtaining the medication history. J Am Med Inform Assoc 2005;12(3):299-305.
Mandl KD, Szolovits P, Kohane IS. Public standards
and patients' control: how to keep electronic medical records
accessible but private. BMJ. 2001;322(7281):283-287.
Porter SC, Fleisher GR, Kohane IS, Mandl KD. The Value of Parental
Report for Diagnosis and Management of Dehydration in the Emergency
Department. Ann Emerg Med 2003;41:196-205.
Riva A, Mandl KD, Oh DH, et al. The personal
internetworked notary and guardian. Int
J Med Inf. 2001;62(1):27-40.
Digital divide
Mandl KD, Feit S, Pena BM, Kohane IS. Growth and
determinants of access in patient e-mail and Internet use. Arch
Pediatr Adolesc Med. May 2000;154(5):508-511.
Mandl KD, Katz SB, Kohane IS. Social equity and access to the World
Wide Web and E-mail: implications for design and implementation
of medical applications. Proc AMIA Symp. 1998:215-219.
Protected health information
Mandl KD, Feit S, Larson C, Kohane IS. Newborn screening program
practices in the United States: notification, research, and consent.
Pediatrics. Feb 2002;109(2):269-273.
Medical communication
Mandl KD, Kohane IS. Healthconnect: clinical grade
patient-physician communication. Proc
AMIA Symp. 1999:849-853.
Mandl KD, Kohane IS, Brandt AM. Electronic patient-physician communication:
problems and promise. Ann
Intern Med. 1998;129(6):495-500.
Training
Mandl KD, Lee TH. Integrating medical informatics and health services
research: the need for dual training at the clinical health systems
and policy levels. J
Am Med Inform Assoc. Mar-Apr 2002;9(2):127-132.
