Ann E. Nicholson - Publications, H-index & Citations

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Ann E. Nicholson

Monash University

31H-index

185Paper Count

5.9KCitation Count

Published Papers 16

Publication Date

Modeling COVID-19 disease processes by remote elicitation of causal Bayesian networks from medical experts

BMC MEDICAL RESEARCH METHODOLOGY

IF3.4

2023-03-29

OAAI

Mascaro, Steven; Wu, Yue L.; Woodberry, Owen; Nyberg, Erik; Pearson, Ross; Ramsay, Jessica; Mace, Ariel; Foley, David; Snelling, Thomas; Nicholson, Ann

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The Monash Autism-ADHD genetics and neurodevelopment (MAGNET) project design and methodologies: a dimensional approach to understanding neurobiological and genetic aetiology

MOLECULAR AUTISM

IF5.5

2021-08-05

OAAI

Knott, Rachael; Johnson, Beth P.; Tiego, Jeggan; Mellahn, Olivia; Finlay, Amy; Kallady, Kathryn; Kouspos, Maria; Sindhu, Vishnu Priya Mohanakumar; Hawi, Ziarih; Arnatkeviciute, Aurina; Chau, Tracey; Maron, Dalia; Mercieca, Emily-Clare; Furley, Kirsten; Harris, Katrina; Williams, Katrina; Ure, Alexandra; Fornito, Alex; Gray, Kylie; Coghill, David; Nicholson, Ann; Phung Dinh; Loth, Eva; Mason, Luke; Murphy, Declan; Buitelaar, Jan; Bellgrove, Mark A.

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BARD: A Structured Technique for Group Elicitation of Bayesian Networks to Support Analytic Reasoning

RISK ANALYSIS

IF3.3

2021-06-19

OAAI

Nyberg, Erik P.; Nicholson, Ann E.; Korb, Kevin B.; Wybrow, Michael; Zukerman, Ingrid; Mascaro, Steven; Thakur, Shreshth; Alvandi, Abraham Oshni; Riley, Jeff; Pearson, Ross; Morris, Shane; Herrmann, Matthieu; Azad, A. K. M.; Bolger, Fergus; Hahn, Ulrike; Lagnado, David

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Predicting the causative pathogen among children with osteomyelitis using Bayesian networks - improving antibiotic selection in clinical practice

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2020-07-01

PREAI

Wu, Yue; McLeod, Charlie; Blyth, Christopher; Bowen, Asha; Martin, Andrew; Nicholson, Ann; Mascaro, Steven; Snelling, Tom

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East Asia & Oceania Region Special Section

COMMUNICATIONS OF THE ACM

IF12.2

2020-03-20

OAAI

Moon, Sue; Nicholson, Ann; Roychoudhury, Abhik

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Probabilistic modeling of the relationship between socioeconomy and ecosystem services in cultural landscapes

ECOSYSTEM SERVICES

IF6.6

2018-10-01

PREAI

Maldonado, A. D.; Aguilera, P. A.; Salmeron, A.; Nicholson, A. E.

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Learning and inference methodologies for hybrid dynamic Bayesian networks: a case study for a water reservoir system in Andalusia, Spain

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2018-05-31

PREAI

Ropero, Rosa F.; Nicholson, Ann E.; Aguilera, Pedro A.; Rumi, Rafael

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Fog Forecasting for Melbourne Airport Using a Bayesian Decision Network

WEATHER AND FORECASTING

IF3.1

2015-10-15

OAAI

Boneh, Tal; Weymouth, Gary T.; Newham, Peter; Potts, Rodney; Bally, John; Nicholson, Ann E.; Korb, Kevin B.

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Exploring Risk Judgments in a Trade Dispute Using Bayesian Networks

RISK ANALYSIS

IF3.3

2014-02-04

PREAI

Wintle, Bonnie C.; Nicholson, Ann

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Editorial: Applications of Bayesian Networks

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2014-01-01

OAAI

Nicholson, A. E.; Cozman, Fabio G.

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Incorporating expert knowledge when learning Bayesian network structure: A medical case study

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2011-11-01

115

PREAI

Julia Flores, M.; Nicholson, Ann E.; Brunskill, Andrew; Korb, Kevin B.; Mascaro, Steven

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A Functional Single-Nucleotide Polymorphism in the TRPC6 Gene Promoter Associated With Idiopathic Pulmonary Arterial Hypertension

CIRCULATION

IF38.6

2009-05-05

166

OAAI

Yu, Ying; Keller, Steve H.; Remillard, Carmelle V.; Safrina, Olga; Nicholson, Ann; Zhang, Shenyuan L.; Jiang, Weihua; Vangala, Nivruthi; Landsberg, Judd W.; Wang, Jian-Ying; Thistlethwaite, Patricia A.; Channick, Richard N.; Robbins, Ivan M.; Loyd, James E.; Ghofrani, Hossein A.; Grimminger, Friedrich; Schermuly, Ralph T.; Cahalan, Michael D.; Rubin, Lewis J.; Yuan, Jason X. -J.

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Function of Kv1.5 channels and genetic variations of KCNA5 in patients with idiopathic pulmonary arterial hypertension

AMERICAN JOURNAL OF PHYSIOLOGY-CELL PHYSIOLOGY

IF4.7

2007-05-01

150

PREAI

Remillard, Carmelle V.; Tigno, Donna D.; Platoshyn, Oleksandr; Burg, Elyssa D.; Brevnova, Elena E.; Conger, Diane; Nicholson, Ann; Rana, Brinda K.; Channick, Richard N.; Rubin, Lewis J.; O'Connor, Daniel T.; Yuan, Jason X-J.

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Using Bayesian belief networks for change impact analysis in architecture design

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2007-01-01

PREAI

Tang, Antony; Nicholson, Ann; Jin, Yan; Han, Jun

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Matilda: A visual tool for modeling with Bayesian networks

INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

IF3.7

2006-01-01