Magda Bucholc

2023

A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to dementia

Bucholc, M., Titarenko, S., Ding, X., Canavan, C. & Chen, T., 1 May 2023, In: Expert Systems with Applications, online available. 217, p. 1-9 9 p., 119541.

Research output: Contribution to journal › Article › peer-review

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12 Citations (Scopus)

An Empirical Analysis of State-of-Art Classification Models in an IT Incident Severity Prediction Framework

Ahmed, S., Singh, M., Doherty, B., Ramlan, E. I., Harkin, K., Bucholc, M. & Coyle, D., 17 Mar 2023, In: Applied Sciences. 13, 6, p. 1-27 27 p., 3843.

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2 Citations (Scopus)

6 Downloads (Pure)

Harnessing the potential of machine learning and artificial intelligence for dementia research

Ranson, J. M., Bucholc, M., Lyall, D., Newby, D., Winchester, L., Oxtoby, N., Veldsman, M., Rittman, T., Marzi, S., Skene, N., Khleifat, A. A., Foote, I. F., Orgeta, V., Kormilitzin, A., Lourida, I. & Llewellyn, D. J., 24 Feb 2023, (Published online) In: Brain Informatics. 10, 1, p. 1-12 12 p., 6.

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6 Citations (Scopus)

34 Downloads (Pure)

Prophylactic onlay mesh placement techniques for optimal abdominal wall closure: randomized controlled trial in an ex vivo biomechanical model

Stephens, I., Conroy, J., Winter, D., Simms, C., Bucholc, M. & Sugrue, M., 15 Mar 2023, (Published online) In: British Journal of Surgery. 110, 5, p. 568-575 8 p., znad062.

Research output: Contribution to journal › Article › peer-review

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2022

Clinical and operational insights from data‑driven care pathway mapping: a systematic review

Manktelow, M., Iftikhar, A., Bucholc, M., McCann, M. & O'Kane, M., 17 Feb 2022, (Published online) In: BMC Medical Informatics and Decision Making. 22, 1, p. 1-22 22 p., 43.

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10 Citations (Scopus)

52 Downloads (Pure)

Identifying pre-existing conditions and multimorbidity patterns associated with in-hospital mortality in patients with COVID-19

Bucholc, M., Bradley, D., Bennett, D., Patterson, L., Spiers, R., Gibson, D., Van Woerden, H. & Bjourson, A. J., 15 Oct 2022, (Published online) In: Scientific Reports. 12, 1, 14 p., 17313.

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11 Citations (Scopus)

7 Downloads (Pure)

Investigating Mental Wellbeing in the Technology Workplace using Machine Learning Techniques

Alam, T., Chen, T., Bucholc, M. & Antoniou, G., 26 Oct 2022, (Published online) Artificial Intelligence in Healthcare.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

It's time for a minimum synoptic operation template in patients undergoing laparoscopic cholecystectomy: a systematic review

O'Connor, N., Sugrue, M., Melly, C., McGeehan, G., Bucholc, M., Crawford, A., O'Connor, P., Abu-Zidan, F., Wani, I., Balogh, Z. J., Shelat, V. G., Tebala, G. D., De Simone, B., Eid, H. O., Chirica, M., Fraga, G. P., Di Saverio, S., Picetti, E., Bonavina, L., Ceresoli, M., & 15 othersFette, A., Sakakushe, B., Pikoulis, E., Coimbra, R., Ten Broek, R., Hecker, A., Leppäniemi, A., Litvin, A., Stahel, P., Tan, E., Koike, K., Catena, F., Pisano, M., Coccolini, F. & Johnston, A., 17 Mar 2022, In: World Journal of Emergency Surgery. 17, p. 1-11 11 p., 15.

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5 Citations (Scopus)

8 Downloads (Pure)

Patient-reported outcome measures (PROMs) after laparoscopic cholecystectomy: systematic review

Melly, C., McGeehan, G., O’Connor, N., Johnston, A., Bass, G., Mohseni, S., Donohoe, C., Bucholc, M. & Sugrue, M., 1 Jun 2022, In: BJS Open. 6, 3, p. 1-11 11 p., zrac062.

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3 Citations (Scopus)

33 Downloads (Pure)

Prophylactic cholecystectomy offers best outcomes following ERCP clearance of common bile duct stones: a meta-analysis

Mc Geehan, G., Melly, C., O' Connor, N., Bass, G., Mohseni, S., Bucholc, M., Johnston, A. & Sugrue, M., 2 Sept 2022, (Published online) In: European Journal of Trauma and Emergency Surgery. p. 1-11 11 p.

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1 Citation (Scopus)

17 Downloads (Pure)

Prophylactic onlay mesh at emergency laparotomy: promising early outcomes with long‐acting synthetic resorbable mesh

Alsaadi, D., Stephens, I., Simmons, L. O., Bucholc, M. & Sugrue, M., 12 Sept 2022, In: ANZ Journal of Surgery. 92, 9, p. 2218-2223 6 p.

Research output: Contribution to journal › Article › peer-review

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4 Citations (Scopus)

21 Downloads (Pure)

The Deep Dementia Phenotyping (DEMON) Network: A global platform for innovation using data science and artificial intelligence

Ranson, J. M., Khleifat, A. A., Lyall, D. M., Newby, D., Winchester, L. M., Proitsii, P., Veldsman, M., Rittman, T., Marzi, S., Yao, Z., Skene, N., Bettencourt, C., Kormilitzin, A., Foote, I., Golborne, C., Lourida, I., Bucholc, M., Tang, E., Oxtoby, N. P., Bagshaw, P., & 8 othersWalker, Z., Everson, R., Ballard, C. G., van Duijn, C. M., Langa, K. M., MacLeod, M., Rockwood, K. & Llewellyn, D. J., 20 Dec 2022, (Published online) In: Alzheimer's and Dementia. 18, S11, p. 1-2 2 p., e067873.

Research output: Contribution to journal › Conference article › peer-review

The Emerging Role of AI in Dementia Research and Healthcare

Ranson, J. M., Bucholc, M., Lyall, D., Newby, D., Winchester, L., Oxtoby, N., Veldsman, M., Rittman, T., Marzi, S., Skene, N., Khleifat, A. A., Foote, I., Orgeta, V., Kormilitzin, A. & Llewellyn, D. J., 26 Oct 2022, (Published online) Artificial Intelligence in Healthcare. Singapore, p. 95-106 11 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

The impact of hearing impairment and hearing aid use on progression to mild cognitive impairment in cognitively healthy adults: An observational cohort study

Bucholc, M., Bauermeister, S., Kaur, D., McClean, P. L. & Todd, S., 22 Feb 2022, (Published online) In: Alzheimer's and Dementia: Translational Research and Clinical Interventions. 8, 1, p. 1-12 12 p., e12248.

Research output: Contribution to journal › Article › peer-review

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9 Citations (Scopus)

29 Downloads (Pure)

2021

Alterations of plasma endocannabinoid levels in MCI and dementia patients

Kaur, D., Finn, D. (ed.), Bucholc, M. (ed.), Todd, S. (ed.), Wong-Lin, K. (ed.) & McClean, P. (ed.), 31 Dec 2021, AAIC Neuroscience Next 2021. S5 ed. Alzheimer's Association, Vol. 17. e058485. (The Journal of the Alzheimer's Association).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

An Early Stage Researcher’s Primer on Systems Medicine Terminology

Zanin, M., Atiya, N., Basilio, J., Baumbach, J., Benis, A., Behera, C., Bucholc, M., Castiglione, F., Chouvarda, I., Comte, B., Dao, T-T., Ding, X., Pujos-Guillot, E., Filipovic, N., Finn, D., Glass, D. H., Harel, N., Iesmantas, T., Ivanoska, I., Joshi, A., & 35 othersBoudjeltia, K., Kaoui, B., Kaur, D., Maguire, L., McClean, P., McCombe, N., Luis de Miranda, J., Moisescu, M., Pappalardo, F., Polster, A., Prasad, G., Rozman, D., Sacala, I., Sanchez Bornot, J., Schmid, J., Sharp, T., Solé-Casals, J., Spiwok, V., Spyrou, G., Stalidzans, E., Stres, B., Sustersic, T., Symeonidis, I., Tieri, P., Todd, S., van Steen, K., Veneva, M., Wang, D-H., Wang, H. . HY., Wang, H., Watterson, S., Yang, S., Zou, X., Wong-Lin, K. & Schmidt, H., 25 Feb 2021, (Published online) In: Network and Systems Medicine. 4, 1, p. 2-50 49 p.

Research output: Contribution to journal › Review article › peer-review

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Association of the use of hearing aids with the conversion from mild cognitive impairment to dementia and progression of dementia: a longitudinal retrospective study

Bucholc, M., McClean, P., Bauermeister, S., Todd, S., Ding, X., Ye, Q., Wang, D., Huang, W. & Maguire, L., 14 Feb 2021, In: Alzheimer's and Dementia: Translational Research and Clinical Interventions. 7, 1, p. 1-11 11 p., e12122.

Research output: Contribution to journal › Article › peer-review

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31 Citations (Scopus)

37 Downloads (Pure)

Development of a Two-State Gaussian Hidden Markov Model for Modelling Dementia Progression in Patients with Mild Cognitive Impairment

Canavan, C., Maguire, L. P. & Bucholc, M., 15 Oct 2021, Proceedings - 2021 IEEE 9th International Conference on Healthcare Informatics (ICHI). Institute of Electrical and Electronics Engineers Inc., p. 113-119 7 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Diagnosing Alzheimer's disease using a self-organising fuzzy classifier

Stirling, J., Chen, T. & Bucholc, M., 5 May 2021, Fuzzy Logic: Recent Applications and Developments. Springer International Publishing, p. 69-82 14 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

3 Citations (Scopus)

Differential effect of the diagnostic measures- CDRSB and clinical diagnosis on drug class associations with dementia

Kaur, D., Bucholc, M. (ed.), Finn, D. (ed.), Todd, S. (ed.), Wong-Lin, K. (ed.) & McClean, P. (ed.), 18 Jun 2021, DEMON Network NI Research Symposium.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis

McCombe, N., Liu, S., Ding, X., Prasad, G., Bucholc, M., Finn, D. P., Todd, S., McClean, P. L. & Wong-Lin, K., 21 Jul 2021, (Published online) In: IEEE Journal of Biomedical and Health Informatics. 10 p.

Research output: Contribution to journal › Article › peer-review

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12 Citations (Scopus)

30 Downloads (Pure)

Systematic Review and Meta-Analysis of Wound Bundles in Emergency Midline Laparotomy Identifies That It Is Time for Improvement: Special Issue: Trauma and Emergency: Beyond Damage Control Surgery

Geehan, G., Edelduok, I., Bucholc, M., Watson, A., Bodnar, Z., Johnston, A. & Sugrue, M., 11 Feb 2021, In: Life. 11, 2, p. 1-14 14 p., 138.

Research output: Contribution to journal › Article › peer-review

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7 Citations (Scopus)

61 Downloads (Pure)

Trends, Variation, and Factors Influencing Antibiotic Prescribing: A Longitudinal Study in Primary Care Using a Multilevel Modelling Approach

Devine, P., O’Kane, M. & Bucholc, M., 24 Dec 2021, (Published online) In: Antibiotics. 11, 1, p. 1-11 11 p., 17.

Research output: Contribution to journal › Article › peer-review

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5 Citations (Scopus)

24 Downloads (Pure)

Umbilical hernia repair and recurrence: need for a clinical trial?

Mannion, J., Hamed, M. K., Negi, R., Johnston, A., Bucholc, M. & Sugrue, M., 12 Oct 2021, (Published online) In: BMC Surgery. 21, 1, p. 1-7 7 p., 365.

Research output: Contribution to journal › Article › peer-review

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3 Citations (Scopus)

21 Downloads (Pure)

2020

A comparison of neuropsychiatric markers in healthy subjects who progress to MCI and dementia

Kaur, D., Bucholc, M. (ed.), Finn, D. (ed.), Todd, S. (ed.), Wong-Lin, K. (ed.) & McClean, P. (ed.), 17 Mar 2020, ARUK 2020.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A Meta-Analysis of the use of Intraoperative Cholangiography; Time to revisit our approach to Cholecystectomy?

Donnellan, E., Coulter, J., Mathew, C., Choynowski, M., Flanagan, L., Bucholc, M., Johnston, A. & Sugrue, M., 15 Aug 2020, (Published online) In: Surgery Open Science.

Research output: Contribution to journal › Article › peer-review

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Comparison of drug classes and their association with different diagnostic methods for dementia

Kaur, D., Bucholc, M. (ed.), Finn, D. (ed.), Todd, S. (ed.), Wong-Lin, K. (ed.) & McClean, P. (ed.), 6 Nov 2020, NSI 2020.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Computational Neurology: Computational Modeling Approaches in Dementia

Wong-Lin, K., Sanchez Bornot, J., McCombe, N., Kaur, D., McClean, P., Zou, X., Youssofzadeh, V., Ding, X., Bucholc, M., Yang, S., Prasad, G., Coyle, D., Maguire, L., Wang, H. . HY., Wang, H., Atiya, N. & Joshi, A., 24 Aug 2020, Systems Medicine: Integrative, Qualitative and Computational Approaches. Wolkenhauer, O. (ed.). 1 ed. Elsevier Inc., Vol. 2. p. 81-89 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Open Access

3 Citations (Scopus)

Diagnosing Alzheimer’s Disease using a Self-Organising Fuzzy Classifier

Stirling, J., Chen, T. & Bucholc, M., 15 Oct 2020, (Accepted/In press) Fuzzy Logic: Recent Applications and Developments. Carter, J., Chen, T., Chiclana Parilla, F. & Khuman, A. S. (eds.). Springer Nature

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

Open Access

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8 Downloads (Pure)

Factors Influencing Hospital Conveyance Following Ambulance Attendance for People with Diabetes: A Retrospective Observational Study

van Woerden, H., Bucholc, M., Clubbs Coldron, B., Coates, V., Heaton, J., McCann, M., Perrin, N., Waterson, R., Watson, A. & MacRury, S., 29 Sept 2020, In: Diabetic medicine. e14384.

Research output: Contribution to journal › Article › peer-review

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61 Downloads (Pure)

Meta-analysis of the impact of postoperative infective complications on oncological outcomes in colorectal cancer surgery

Lawler, J., Choynowski, M., Bailey, K., Bucholc, M., Johnston, A. & Sugrue, M., 1 Oct 2020, In: British Journal of Surgery. 4, 5, p. 737-747 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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32 Citations (Scopus)

39 Downloads (Pure)

Multi-time-point data preparation robustly reveals MCI and dementia risk factors

Kaur, D., Bucholc, M., Finn, D., Todd, S., Wong-Lin, K. & McClean, P., 14 Oct 2020, (Published online) In: Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring (DADM). 12, 1, p. 1-13 13 p., e12116.

Research output: Contribution to journal › Article › peer-review

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4 Citations (Scopus)

111 Downloads (Pure)

Quality Outcomes in Appendicitis Care: Identifying Opportunities to Improve Care: Special Issue "Trauma and Emergency: Beyond Damage Control Surgery"

Kabir, S. M. U., Bucholc, M., Walker, C. A., Sogaolu, O. O., Zeeshan, S. & Sugrue, M., 18 Dec 2020, In: Life. 10, 12, p. 1-11 11 p., 358.

Research output: Contribution to journal › Article › peer-review

Open Access

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5 Citations (Scopus)

14 Downloads (Pure)

Readmission to Hospital Following Laparoscopic Cholecystectomy; A Meta-analysis

McIntyre, C., Johnston, A., Foley, D., Lawler, J., Bucholc, M., Flanagan, L. & Sugrue, M., 1 Jan 2020, In: Anaesthesiology Intensive Therapy. 52, 1, p. 47-55 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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13 Citations (Scopus)

11 Downloads (Pure)

The impact of hearing loss on cognitive decline and risk of progression to mild cognitive impairment in healthy adults

Bucholc, M., McClean, P. & Bauermeister, S., 7 Dec 2020, Alzheimer's & Dementia: The Journal of the Alzheimer's Association.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

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42 Downloads (Pure)

2019

Age and Time-Dependent Risk Model Associated with Progressing to Dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., Wong-Lin, K. & McClean, P., 14 Jul 2019, Alzheimer's and Dementia. 7 ed. Elsevier, Vol. 15. p. 237-238

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

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81 Downloads (Pure)

Age-dependent cardio-metabolic risk factors associated with progressing to dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., Wong-Lin, K. & McClean, P., 19 Mar 2019, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to Alzheimer’s disease

Bucholc, M., Titarenko, S., Wong-Lin, K., Ding, X., McClean, P., Todd, S., Finn, D. & Maguire, L., 18 Oct 2019, (Published online) Alzheimer's and Dementia. 7 ed. Elsevier, Vol. 15. p. 368-368 1 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

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60 Downloads (Pure)

A meta-analysis of the use of intraoperative cholangiography; time to revisit our approach to cholecystectomy?

Donnellan, E., Coulter, J., Mathews, C., McIntyre, C., Flanagan, L., Bucholc, M., Johnston, A. & Sugrue, M., 29 Mar 2019, (Accepted/In press) World Congress of Surgery WCS 2019. 1 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A new incorporating on-lay mesh technique to prevent incisional hernia post emergency laparotomy

Sugrue, M., Moore, M., Coulter, J., Bucholc, M. & Walker, C-A., 31 Jan 2019, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual

Bucholc, M., Ding, X., Wang, H. . HY., Glass, D. H., Wang, H., Prasad, G., Maguire, L., Bjourson, A., McClean, P., Todd, S., Finn, D. & Wong-Lin, K., 15 Sept 2019, In: Expert Systems with Applications. 130, p. 157-171 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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67 Citations (Scopus)

107 Downloads (Pure)

Clinical index of metabolic risk factors for predicting disease progression in dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., McClean, P. & Wong-Lin, K., 14 Apr 2019, Unknown host publication .

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Direct Peritoneal Resuscitation in Peritonitis: Time To Take Note – Technical Options

Coulter, J., Moore, M., O’Driscoll, L., Flanagan, L., Bucholc, M. & Sugrue, M., 5 May 2019, European Congress of Trauma & Emergency Surgery. Supp 1 ed. Vol. 45. p. S89 (European Journal of Trauma and Emergency Surgery).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

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65 Downloads (Pure)

Gender differences associated with risk of progression to dementia for different classes of anti-hypertensive drugs

Kaur, D., Bucholc, M. (ed.), Finn, D. (ed.), Todd, S. (ed.), Wong-Lin, K. (ed.) & McClean, P. (ed.), 11 Sept 2019, (Accepted/In press) TMED 10.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Intra-operative gallbladder scoring predicts conversion of laparoscopic to open cholecystectomy: a WSES prospective collaborative study

Sugrue, M., Coccolini, F., Bucholc, M., Johnston, A., Manatakis, D., Ioannidis, O., Bonilauri, S., Gachabayov, M., Isik, A., Ghnnam, W., Shelat, V., Aremu, M., Mohan, R., Montori, G., Waledziak, M., Pisarska, M., Kong, V., Strzalka, M., Fugazzola, P., Nita, G. E., & 28 othersNardi, M., Major, P., Negoi, I., Allegri, A., Konstantoudakis, G., Di Carlo, I., Massalou, D., D'Amico, G., Solaini, L., Ceresoli, M., Bini, R., Zielinski, M., Tomasoni, M., Litvin, A., De Simone, B., Lostoridis, E., Hernandez, F., Panyor, G., Machain, G. M. . V., Pentara, I., Baiocchi, L., Ng, K. C., Ansaloni, L., Sartelli, M., Leon Arellano, M., Savala, N., Couse, N. & McBride, S., 14 Mar 2019, (Published online) In: World Journal of Emergency Surgery. 14, 1, p. 1-8 8 p., 12.

Research output: Contribution to journal › Article › peer-review

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44 Citations (Scopus)

146 Downloads (Pure)

Modelling of longitudinal cognitive profiles for predicting conversion from mild cognitive impairment to dementia

Bucholc, M., Titarenko, S., Wong-Lin, K., Ding, X., McClean, P., Todd, S., Finn, D. & Maguire, L., 19 Mar 2019, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Preventing incisional hernia post emergency surgery laparotomy - a new technique for onlay mesh incorporation (iPOMP)

Sugrue, M., Moore, M., Coulter, J., Bucholc, M. & Walker, C-A., 30 Apr 2019, (Accepted/In press) Unknown Host Publication.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Prevention of incisional hernia post emergency laparotomy: A time to change? A case series.

Moore, M., Coulter, J., Bucholc, M., Walker, C-A. & Sugrue, M., 5 May 2019, European Congress of Trauma & Emergency Surgery. 1 ed. Vol. 45. p. S89-S90 (European Journal of Trauma and Emergency Surgery).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Open Access

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Primary care use of laboratory tests in Northern Ireland’s Western Health and Social Care Trust: a cross-sectional study

Bucholc, M., O'Kane, M. J., Mullan, C., Ashe, S. & Maguire, L., 21 Jun 2019, In: BMJ Open. 9, 6, 12 p., e026647.

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Readmission to hospital following laparoscopic cholecystectomy: a meta-analysis and possible future benchmarks

McIntyre, C., Johnston, A., Foley, D., Bucholc, M. & Sugrue, M., 30 Apr 2019, (Accepted/In press) Unknown Host Publication.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Magda Bucholc

Research output

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