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Annelaura Bach Nielsen
Annelaura Bach Nielsen
Senior Data Specialist, Copenhagen University Hospital, Bispebjerg and Frederiksberg Hospital
Verifisert e-postadresse på regionh.dk
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Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records
HC Thorsen-Meyer, AB Nielsen, AP Nielsen, BS Kaas-Hansen, P Toft, ...
The Lancet Digital Health 2 (4), e179-e191, 2020
2882020
A knowledge graph to interpret clinical proteomics data
A Santos, AR Colaço, AB Nielsen, L Niu, M Strauss, PE Geyer, F Coscia, ...
Nature biotechnology 40 (5), 692-702, 2022
2182022
Survival prediction in intensive-care units based on aggregation of long-term disease history and acute physiology: a retrospective study of the Danish National Patient …
AB Nielsen, HC Thorsen-Meyer, K Belling, AP Nielsen, CE Thomas, ...
The Lancet Digital Health 1 (2), e78-e89, 2019
1182019
Diagnosis trajectories of prior multi-morbidity predict sepsis mortality
MK Beck, AB Jensen, AB Nielsen, A Perner, PL Moseley, S Brunak
Scientific reports 6 (1), 36624, 2016
962016
Clinical knowledge graph integrates proteomics data into clinical decision-making
A Santos, AR Colaço, AB Nielsen, L Niu, PE Geyer, F Coscia, ...
bioRxiv, 2020.05. 09.084897, 2020
562020
Discrete-time survival analysis in the critically ill: a deep learning approach using heterogeneous data
HC Thorsen-Meyer, D Placido, BS Kaas-Hansen, AP Nielsen, T Lange, ...
NPJ digital medicine 5 (1), 142, 2022
212022
Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient …
HC Thorsen-Meyer, AB Nielsen, AP Nielsen, BS Kaas-Hansen, P Toft, ...
DOI: https://doi. org/10.1016/S2589-7500 (20), 30018-2, 0
12
Imputation of label-free quantitative mass spectrometry-based proteomics data using self-supervised deep learning
H Webel, L Niu, AB Nielsen, M Locard-Paulet, M Mann, LJ Jensen, ...
Nature Communications 15 (1), 5405, 2024
102024
Clinical association to FKBP5 rs1360780 in patients with depression
H Dam, JOD Buch, AB Nielsen, P Weikop, T Werge, MB Jørgensen
Psychiatric Genetics 29 (6), 220-225, 2019
92019
Mass spectrometry-based proteomics data from thousands of HeLa control samples
H Webel, Y Perez-Riverol, AB Nielsen, S Rasmussen
Scientific Data 11 (1), 112, 2024
52024
Mass spectrometry-based proteomics imputation using self supervised deep learning
H Webel, L Niu, AB Nielsen, M Locard-Paulet, M Mann, LJ Jensen, ...
bioRxiv, 2023.01. 12.523792, 2023
52023
Proteomic profiling reveals diagnostic signatures and pathogenic insights in multisystem inflammatory syndrome in children
U Nygaard, AB Nielsen, KHS Dungu, L Drici, M Holm, ME Ottenheijm, ...
Communications biology 7 (1), 688, 2024
32024
Discovery of plasma proteins associated with ventricular fibrillation during first ST-elevation myocardial infarction via proteomics
NK Stampe, ME Ottenheijm, L Drici, NJ Wewer Albrechtsen, AB Nielsen, ...
European Heart Journal: Acute Cardiovascular Care 13 (3), 264-272, 2024
32024
The association of anxiety and other clinical features with CACNA1C rs1006737 in patients with depression
H Dam, JOD Buch, AB Nielsen, P Weikop, MB Jørgensen
Translational neuroscience 13 (1), 320-326, 2022
32022
In depth profiling of the cancer proteome from the flowthrough of standard RNA-preparation kits for precision oncology
F Mundt Madsen, AB Nielsen, J Wang, JK Duel, CW Yde, MA Eriksen, ...
bioRxiv, 2023.05. 12.540582, 2023
22023
Bridging the Gap From Proteomics Technology to Clinical Application: Highlights From the 68th Benzon Foundation Symposium
V Albrecht, J Müller-Reif, TM Nordmann, A Mund, L Schweizer, PE Geyer, ...
Molecular & Cellular Proteomics 23 (12), 100877, 2024
12024
Mass-spectrometry-based proteomics enables rapid and accurate diagnosis of Lyme neuroborreliosis in adults
NW Albrechtsen, A Nielsen, L Fjordside, L Drici, M Ottenheijm, ...
2025
Differences in biomarker levels and proteomic survival prediction across two COVID-19 cohorts with distinct treatments
CB Hansen, MEE Møller, L Pérez-Alós, SB Israelsen, L Drici, ...
iScience, 2025
2025
184P From breast and gastric to beyond: Expanding HER2 detection in solid tumors using quantitative RNA and protein analysis
K Egebjerg, KS Rohrberg, AB Nielsen, MLM Talman, AV Laenkholm, ...
Annals of Oncology 35, S289, 2024
2024
Discovery of potential plasma protein biomarkers for ventricular fibrillation due to first ST-elevation myocardial infarction via proteomics
NK Stampe, ME Ottenheijm, L Drici, NJ Wewer Albrechtsen, AB Nielsen, ...
European Heart Journal 44 (Supplement_2), ehad655. 1606, 2023
2023
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