Julian M.W. Quinn - Publications, H-index & Citations

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Julian M.W. Quinn

Royal North Shore Hospital

42H-index

119Paper Count

6.5KCitation Count

Published Papers 53

Publication Date

Data-driven insights to inform splice-altering variant assessment

AMERICAN JOURNAL OF HUMAN GENETICS

IF8.1

2025-04-01

OAAI

Sullivan, Patricia J.; Quinn, Julian M. W.; Ajuyah, Pamela; Pinese, Mark; Davis, Ryan L.; Cowley, Mark J.

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SpliceVarDB: A comprehensive database of experimentally validated human splicing variants

AMERICAN JOURNAL OF HUMAN GENETICS

IF8.1

2024-10-01

OAAI

Sullivan, Patricia J.; Quinn, Julian M. W.; Wu, Weilin; Pinese, Mark; Cowley, Mark J.

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CRUX, a platform for visualising, exploring and analysing cancer genome cohort data

genomics proteomics bioinformatics

IF2.8

2024-02-01

OAAI

El-Kamand, Sam; Quinn, Julian M. W.; Sareen, Heena; Becker, Therese M.; Wong-Erasmus, Marie; Cowley, Mark J.

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HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN

NEURAL NETWORKS

IF6.3

2023-05-01

OAAI

Islam, Md Shofiqul; Hasan, Khondokar Fida; Sultana, Sunjida; Uddin, Shahadat; Lio', Pietro; Quinn, Julian M. W.; Moni, Mohammad Ali

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Generation and analysis of Siah2 mutant mice

MOLECULAR AND CELLULAR BIOLOGY

IF2.7

2023-03-27

OAAI

Frew, IJ; Hammond, VE; Dickins, RA; Quinn, JMW; Walkley, CR; Sims, NA; Schnall, R; Della, NG; Holloway, AJ; Digby, MR; Janes, PW; Tarlinton, DM; Purton, LE; Gillespie, MT; Bowtell, DDL

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AMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learning

SCIENTIFIC REPORTS

IF3.9

2022-05-11

OAAI

Charoenkwan, Phasit; Ahmed, Saeed; Nantasenamat, Chanin; Quinn, Julian M. W.; Moni, Mohammad Ali; Lio, Pietro; Shoombuatong, Watshara

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SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteins

SCIENTIFIC REPORTS

IF3.9

2022-03-08

OAAI

Ahmad, Saeed; Charoenkwan, Phasit; Quinn, Julian M. W.; Moni, Mohammad Ali; Hasan, Md Mehedi; Lio, Pietro; Shoombuatong, Watshara

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A deep learning approach using effective preprocessing techniques to detect COVID-19 from chest CT-scan and X-ray images

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-12-01

OAAI

Ahamed, Khabir Uddin; Islam, Manowarul; Uddin, Ashraf; Akhter, Arnisha; Paul, Bikash Kumar; Abu Yousuf, Mohammad; Uddin, Shahadat; Quinn, Julian M. W.; Moni, Mohammad Ali

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Machine learning-based statistical analysis for early stage detection of cervical cancer

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-12-01

PREAI

Ali, Md Mamun; Ahmed, Kawsar; Bui, Francis M.; Paul, Bikash Kumar; Ibrahim, Sobhy M.; Quinn, Julian M. W.; Moni, Mohammad Ali

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Heart disease prediction using supervised machine learning algorithms: Performance analysis and comparison

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-09-01

132

PREAI

Ali, Md Mamun; Paul, Bikash Kumar; Ahmed, Kawsar; Bui, Francis M.; Quinn, Julian M. W.; Moni, Mohammad Ali

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Recognition of human emotions using EEG signals: A review

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-09-01

114

PREAI

Rahman, Md. Mustafizur; Sarkar, Ajay Krishno; Hossain, Md. Amzad; Hossain, Md. Selim; Islam, Md. Rabiul; Hossain, Md. Biplob; Quinn, Julian M. W.; Moni, Mohammad Ali

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Machine learning and network-based models to identify genetic risk factors to the progression and survival of colorectal cancer

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2021-08-01

PREAI

Hossain, Md Jakir; Chowdhury, Utpala Nanda; Islam, M. Babul; Uddin, Shahadat; Ahmed, Mohammad Boshir; Quinn, Julian M. W.; Moni, Mohammad Ali

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TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-08-01

OAAI

Satu, Md Shahriare; Khan, Md Imran; Mahmud, Mufti; Uddin, Shahadat; Summers, Matthew A.; Quinn, Julian M. W.; Moni, Mohammad Ali

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Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19

DIAGNOSTICS

IF3.3

2021-07-31

OAAI

Aktar, Sakifa; Talukder, Ashis; Ahamad, Md Martuza; Kamal, A. H. M.; Khan, Jahidur Rahman; Protikuzzaman, Md; Hossain, Nasif; Azad, A. K. M.; Quinn, Julian M. W.; Summers, Mathew A.; Liaw, Teng; Eapen, Valsamma; Moni, Mohammad Ali

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Transcriptomic studies revealed pathophysiological impact of COVID-19 to predominant health conditions

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-06-02

OAAI

Nain, Zulkar; Barman, Shital K.; Sheam, Md Moinuddin; Bin Syed, Shifath; Samad, Abdus; Quinn, Julian M. W.; Karim, Mohammad Minnatul; Himel, Mahbubul Kabir; Roy, Rajib Kanti; Moni, Mohammad Ali; Biswas, Sudhangshu Kumar

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Osteocyte transcriptome mapping identifies a molecular landscape controlling skeletal homeostasis and susceptibility to skeletal disease

NATURE COMMUNICATIONS

IF15.7

2021-05-05

OAAI

Youlten, Scott E.; Kemp, John P.; Logan, John G.; Ghirardello, Elena J.; Sergio, Claudio M.; Dack, Michael R. G.; Guilfoyle, Siobhan E.; Leitch, Victoria D.; Butterfield, Natalie C.; Komla-Ebri, Davide; Chai, Ryan C.; Corr, Alexander P.; Smith, James T.; Mohanty, Sindhu T.; Morris, John A.; McDonald, Michelle M.; Quinn, Julian M. W.; McGlade, Amelia R.; Bartonicek, Nenad; Jansson, Matt; Hatzikotoulas, Konstantinos; Irving, Melita D.; Beleza-Meireles, Ana; Rivadeneira, Fernando; Duncan, Emma; Richards, J. Brent; Adams, David J.; Lelliott, Christopher J.; Brink, Robert; Phan, Tri Giang; Eisman, John A.; Evans, David M.; Zeggini, Eleftheria; Baldock, Paul A.; Bassett, J. H. Duncan; Williams, Graham R.; Croucher, Peter I.

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Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development

JMIR MEDICAL INFORMATICS

IF3.8

2021-04-13

OAAI

Aktar, Sakifa; Ahamad, Md Martuza; Rashed-Al-Mahfuz, Md; Azad, Akm; Uddin, Shahadat; Kamal, Ahm; Alyami, Salem A.; Lin, Ping-, I; Islam, Sheikh Mohammed Shariful; Quinn, Julian M. W.; Eapen, Valsamma; Moni, Mohammad Ali

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COVID-19 patient transcriptomic and genomic profiling reveals comorbidity interactions with psychiatric disorders

TRANSLATIONAL PSYCHIATRY

IF6.2

2021-03-15

OAAI

Moni, Mohammad Ali; Lin, Ping-I; Quinn, Julian M. W.; Eapen, Valsamma

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Deep convolutional neural networks based ECG beats classification to diagnose cardiovascular conditions

BIOMEDICAL ENGINEERING LETTERS

IF2.8

2021-02-16

OAAI

Rashed-Al-Mahfuz, Md; Moni, Mohammad Ali; Lio', Pietro; Islam, Sheikh Mohammed Shariful; Berkovsky, Shlomo; Khushi, Matloob; Quinn, Julian M. W.

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Diseasome and comorbidities complexities of SARS-CoV-2 infection with common malignant diseases

BRIEFINGS IN BIOINFORMATICS

IF7.7

2021-02-05

OAAI

Satu, Md Shahriare; Khan, Md Imran; Rahman, Md Rezanur; Howlader, Koushik Chandra; Roy, Shatabdi; Roy, Shuvo Saha; Quinn, Julian M. W.; Moni, Mohammad Ali

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Research Directions