Enes Makalic - Publications, H-index & Citations

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Enes Makalic

university of melbourne

38H-index

405Paper Count

1.2WCitation Count

Published Papers 62

Publication Date

AutoCumulus: an automated mammographic density measure created using artificial intelligence

BMC Cancer

IF3.4

2026-05-28

OAAI

Osamah Al-qershi; Tuong L. Nguyen; Michael S. Elliott; Daniel F. Schmidt; Enes Makalic; Shuai Li; Samantha K. Fox; James G. Dowty; Carlos A. Peña-Solorzano; Chun Fung Kwok; Yuanhong Chen; Chong Wang; Jocelyn Lippey; Peter Brotchie; Gustavo Carneiro; Davis J. McCarthy; Yeojin Jeong; Joohon Sung; Helen M. L. Frazer; John L. Hopper

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AI-based BRAIx risk score for the intermediate-term prediction of breast cancer: a population cohort study

The Lancet Digital Health

IF0

2026-03-03

OAAI

Helen M L Frazer; John L Hopper; Tuong L Nguyen; Michael S Elliott; Katrina M Kunicki; Osamah Al-Qershi; Daniel F Schmidt; Enes Makalic; Shuai Li; Samantha K Fox; James G Dowty; Carlos A Peña-Solorzano; Chun Fung Kwok; Yuanhong Chen; Chong Wang; Jocelyn Lippey; Peter Brotchie; Gustavo Carneiro; Fredrik Strand; Davis J McCarthy

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Minimum Message Length t-Test

AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT II

IF0

2026-01-01

PREAI

Makalic, Enes; Schmidt, Daniel F.

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Non-iterative and uncertainty-aware MRI-based liver fat estimation using an unsupervised deep learning method

Medical Image Analysis

IF11.8

2025-09-17

OAAI

Juan P. Meneses; Cristian Tejos; Enes Makalic; Sergio Uribe

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A prediction model for metachronous colorectal cancer: development and validation

JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE

IF7.2

2025-08-01

PREAI

Zhang, Ye; Karahalios, Amalia; Win, Aung Ko; Makalic, Enes; Boussioutas, Alex; Buchanan, Daniel D.; Schmit, Stephanie L.; Samadder, N. Jewel; Macrae, Finlay A.; Jenkins, Mark A.

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A survey on deep learning for polygenic risk scores

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

OAAI

Schuran, Max; Goudey, Benjamin; Dite, Gillian S.; Makalic, Enes

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Impact of missing electronic fetal monitoring signals on perinatal asphyxia: a multicohort analysis

NPJ DIGITAL MEDICINE

IF15.1

2025-05-01

OAAI

Karmakar, Debjyoti; Mendis, Lochana; Keenan, Emerson; Palaniswami, Marimuthu; Hastie, Roxanne; Makalic, Enes; Brownfoot, Fiona

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Tumour DNA methylation markers associated with breast cancer survival: a replication study

BREAST CANCER RESEARCH

IF5.6

2025-01-17

OAAI

Zarean, Elaheh; Li, Shuai; Wong, Ee Ming; Makalic, Enes; Milne, Roger L.; Giles, Graham G.; Mclean, Catriona; Southey, Melissa C.; Dugue, Pierre-Antoine

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Evaluation of agreement between common clustering strategies for DNA methylation-based subtyping of breast tumours

EPIGENOMICS

IF2.6

2024-12-23

PREAI

Zarean, Elaheh; Li, Shuai; Wong, Ee Ming; Makalic, Enes; Milne, Roger L.; Giles, Graham G.; Mclean, Catriona; Southey, Melissa C.; Dugue, Pierre-Antoine

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Associations between pathological features and risk of metachronous colorectal cancer

INTERNATIONAL JOURNAL OF CANCER

IF4.7

2024-04-27

OAAI

Zhang, Ye; Win, Aung Ko; Makalic, Enes; Buchanan, Daniel D.; Pai, Rish K.; Phipps, Amanda I.; Rosty, Christophe; Boussioutas, Alex; Karahalios, Amalia; Jenkins, Mark A.

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Genetic and Environmental Causes of Variation in an Automated Breast Cancer Risk Factor Based on Mammographic Textures

CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

IF3.4

2023-12-07

PREAI

Ye, Zhoufeng; Dite, Gillian S.; Nguyen, Tuong L.; Macinnis, Robert J.; Schmidt, Daniel F.; Makalic, Enes; Al-Qershi, Osamah M.; Nguyen-Dumont, Tu; Goudey, Benjamin; Stone, Jennifer; Dowty, James G.; Giles, Graham G.; Southey, Melissa C.; Hopper, John L.; Li, Shuai

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Causal relationships between breast cancer risk factors based on mammographic features

BREAST CANCER RESEARCH

IF5.6

2023-10-25

OAAI

Ye, Zhoufeng; Nguyen, Tuong L.; Dite, Gillian S.; Macinnis, Robert J.; Schmidt, Daniel F.; Makalic, Enes; Al-Qershi, Osamah M.; Bui, Minh; Esser, Vivienne F. C.; Dowty, James G.; Trinh, Ho N.; Evans, Christopher F.; Tan, Maxine; Sung, Joohon; Jenkins, Mark A.; Giles, Graham G.; Southey, Melissa C.; Hopper, John L.; Li, Shuai

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Reply to: Comments on Methylation scores for smoking, alcohol consumption and body mass index and risk of seven types of cancer

INTERNATIONAL JOURNAL OF CANCER

IF4.7

2023-06-30

PREAI

Dugue, Pierre-Antoine; Yu, Chenglong; Hodge, Allison M. M.; Wong, Ee Ming; Joo, JiHoon E. E.; Jung, Chol-Hee; Schmidt, Daniel; Makalic, Enes; Buchanan, Daniel D. D.; Severi, Gianluca; English, Dallas R. R.; Hopper, John L. L.; Milne, Roger L. L.; Giles, Graham G. G.; Southey, Melissa C. C.

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Using DEPendency of Association on the Number of Top Hits (DEPTH) as a Complementary Tool to Identify Novel Colorectal Cancer Susceptibility Loci

CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

IF3.4

2023-06-26

OAAI

Lai, John; Wong, Chi Kuen; Schmidt, Daniel F.; Kapuscinski, Miroslaw K.; Alpen, Karen; Macinnis, Robert J.; Buchanan, Daniel D.; Win, Aung K.; Figueiredo, Jane C.; Chan, Andrew T.; Harrison, Tabitha A.; Hoffmeister, Michael; White, Emily; Le Marchand, Loic; Pai, Rish K.; Peters, Ulrike; Hopper, John L.; Jenkins, Mark A.; Makalic, Enes

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Methylation scores for smoking, alcohol consumption and body mass index and risk of seven types of cancer

INTERNATIONAL JOURNAL OF CANCER

IF4.7

2023-04-22

OAAI

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Evaluating Multiple Next-Generation Sequencing-Derived Tumor Features to Accurately Predict DNA Mismatch Repair Status

JOURNAL OF MOLECULAR DIAGNOSTICS

IF3.4

2023-02-01

OAAI

Walker, Romy; Georgeson, Peter; Mahmood, Khalid; Joo, Jihoon E.; Makalic, Enes; Clendenning, Mark; Como, Julia; Preston, Susan; Joseland, Sharelle; Pope, Bernard J.; Hutchinson, Ryan A.; Kasem, Kais; Walsh, Michael D.; Macrae, Finlay A.; Win, Aung K.; Hopper, John L.; Mouradov, Dmitri; Gibbs, Peter; Sieber, Oliver M.; O'Sullivan, Dylan E.; Brenner, Darren R.; Gallinger, Steven; Jenkins, Mark A.; Rosty, Christophe; Winship, Ingrid M.; Buchanan, Daniel D.

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Australian genome-wide association study confirms higher female risk for adult glioma associated with variants in the region of CCDC26

NEURO-ONCOLOGY

IF13.4

2022-12-20

OAAI

Alpen, Karen; Vajdic, Claire M.; MacInnis, Robert J.; Milne, Roger L.; Koh, Eng-Siew; Hovey, Elizabeth; Harrup, Rosemary; Bruinsma, Fiona; Nguyen, Tuong L.; Li, Shuai; Joseph, David; Benke, Geza; Dugue, Pierre-Antoine; Southey, Melissa C.; Giles, Graham G.; Rosenthal, Mark; Drummond, Katharine J.; Nowak, Anna K.; Hopper, John L.; Kapuscinski, Miroslaw; Makalic, Enes

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Inflammation and Epigenetic Aging Are Largely Independent Markers of Biological Aging and Mortality

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES

IF3.8

2022-08-04

OAAI

Cribb, Lachlan; Hodge, Allison M.; Yu, Chenglong; Li, Sherly X.; English, Dallas R.; Makalic, Enes; Southey, Melissa C.; Milne, Roger L.; Giles, Graham G.; Dugue, Pierre-Antoine

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Association of FOXO3 Blood DNA Methylation with Cancer Risk, Cancer Survival, and Mortality

CELLS

IF5.2

2021-12-01

OAAI

Yu, Chenglong; Hodge, Allison M.; Wong, Ee Ming; Joo, Jihoon Eric; Makalic, Enes; Schmidt, Daniel; Buchanan, Daniel D.; Hopper, John L.; Giles, Graham G.; Southey, Melissa C.; Dugue, Pierre-Antoine

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Characterization of brain-derived extracellular vesicle lipids in Alzheimer's disease

JOURNAL OF EXTRACELLULAR VESICLES

IF14.5

2021-05-11

OAAI

Su, Huaqi; Rustam, Yepy H.; Masters, Colin L.; Makalic, Enes; McLean, Catriona A.; Hill, Andrew F.; Barnham, Kevin J.; Reid, Gavin E.; Vella, Laura J.

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Research Directions