Irena Spasić
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Serbian computer scientist
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Irena Spasićcomputer-science Degrees
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Computational Linguistics
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Computer Science
Irena Spasić's Degrees
- PhD Computer Science University of Belgrade
- Masters Computer Science University of Belgrade
- Bachelors Computer Science University of Belgrade
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Why Is Irena Spasić Influential?
(Suggest an Edit or Addition)According to Wikipedia, Irena Spasić is a Serbian computer scientist specializing in text mining of biomedical information, with applications including exometabolomics. She is a professor of computer science and informatics at Cardiff University, director of the Cardiff University Data Innovation Research Institute, chief scientist for AI development at IPwe, and since 2020 a Fellow of the Learned Society of Wales.
Irena Spasić's Published Works
Published Works
- Metabolic footprinting and systems biology: the medium is the message (2005) (429)
- Text mining and ontologies in biomedicine: Making sense of raw text (2005) (339)
- Mass spectrometry tools and metabolite-specific databases for molecular identification in metabolomics. (2009) (247)
- Text mining of cancer-related information: Review of current status and future directions (2014) (173)
- A metabolome pipeline: from concept to data to knowledge (2005) (155)
- Serum metabolomics reveals many novel metabolic markers of heart failure, including pseudouridine and 2-oxoglutarate (2007) (147)
- A GC-TOF-MS study of the stability of serum and urine metabolomes during the UK Biobank sample collection and preparation protocols. (2008) (131)
- A model of yeast glycolysis based on a consistent kinetic characterisation of all its enzymes (2013) (124)
- Clinical Text Data in Machine Learning: Systematic Review (2020) (123)
- Research Paper: A Text Mining Approach to the Prediction of Disease Status from Clinical Discharge Summaries (2009) (87)
- Medication information extraction with linguistic pattern matching and semantic rules (2010) (82)
- The role of idioms in sentiment analysis (2015) (70)
- SBRML: a markup language for associating systems biology data with models (2010) (69)
- Sentiment Analysis in Health and Well-Being: Systematic Review (2020) (65)
- Terminology-driven mining of biomedical literature (2003) (64)
- Metabolomics standards initiative: ontology working group work in progress (2007) (52)
- Automatic Discovery of Term Similarities Using Pattern Mining (2002) (50)
- FlexiTerm: a flexible term recognition method (2013) (48)
- Machine Learning on Mobile: An On-device Inference App for Skin Cancer Detection (2019) (47)
- Terminology-driven literature mining and knowledge acquisition in biomedicine (2002) (47)
- MeMo: a hybrid SQL/XML approach to metabolomic data management for functional genomics (2006) (47)
- Systematic integration of experimental data and models in systems biology (2010) (45)
- Facilitating the development of controlled vocabularies for metabolomics technologies with text mining (2008) (41)
- Automatic Acronym Acquisition and Term Variation Management within Domain-Specific Texts (2002) (41)
- External Validation of the UKPDS Risk Engine in Incident Type 2 Diabetes: A Need for New Type 2 Diabetes–Specific Risk Equations (2014) (39)
- Dynamically reconfigurable workflows for time-critical applications (2015) (34)
- A Flexible Measure of Contextual Similarity for Biomedical Terms (2004) (32)
- Using Domain-Specific Verbs for Term Classification (2003) (29)
- Acceptability of a digital health intervention alongside physiotherapy to support patients following anterior cruciate ligament reconstruction (2017) (29)
- Selecting Text Features for Gene Name Classification: from Documents to Terms (2003) (27)
- TRAK ontology: Defining standard care for the rehabilitation of knee conditions (2013) (26)
- MaSTerClass: a case-based reasoning system for the classification of biomedical terms (2005) (26)
- Mining Biomedical Abstracts: What's in a Term? (2004) (25)
- KneeTex: an ontology–driven system for information extraction from MRI reports (2015) (24)
- TRAK App Suite: A Web-Based Intervention for Delivering Standard Care for the Rehabilitation of Knee Conditions (2015) (22)
- KiPar, a tool for systematic information retrieval regarding parameters for kinetic modelling of yeast metabolic pathways (2009) (21)
- Mining term similarities from corpora (2004) (21)
- A Naïve Bayes Approach to Classifying Topics in Suicide Notes (2012) (19)
- The clinical effectiveness of self-care interventions with an exercise component to manage knee conditions: A systematic review (2015) (17)
- Protecting patient privacy in distributed collaborative healthcare environments by retaining access control of shared information (2012) (15)
- Sentinel: A Codesigned Platform for Semantic Enrichment of Social Media Streams (2018) (15)
- Idiom-Based Features in Sentiment Analysis: Cutting the Gordian Knot (2020) (15)
- Morpho-syntactic Clues for Terminological Processing in Serbian (2003) (14)
- Acronyms as an Integral Part of Multi-Word Term Recognition – A Token of Appreciation (2018) (14)
- Using automatically learnt verb selectional preferences for classification of biomedical terms (2004) (14)
- Supervised Learning of Term Similarities (2002) (12)
- A computational model of pedestrian road safety: The long way round is the safe way home. (2018) (11)
- Towards a scientific workflow featuring Natural Language Processing for the digitisation of natural history collections (2020) (11)
- All-Wales licensed premises intervention (AWLPI): a randomised controlled trial to reduce alcohol-related violence (2014) (10)
- A genetic programming approach to development of clinical prediction models: A case study in symptomatic cardiovascular disease (2018) (10)
- Emerging clinical applications of text analytics (2020) (10)
- KLOSURE: Closing in on open–ended patient questionnaires with text mining (2018) (9)
- Artificial intelligence for patent prior art searching (2021) (9)
- Patient Triage by Topic Modeling of Referral Letters: Feasibility Study (2020) (8)
- Integrating self-management support for knee injuries into routine clinical practice: TRAK intervention design and delivery. (2018) (8)
- Aspect-based sentiment analysis with graph convolution over syntactic dependencies (2021) (8)
- Head to Head: Semantic Similarity of Multi–Word Terms (2018) (8)
- Term Clustering Using a Corpus-Based Similarity Measure (2002) (7)
- Integrative Information Management for Systems Biology (2010) (7)
- Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining Approach (2019) (7)
- Developing computational infrastructure for the CorCenCC corpus: The National Corpus of Contemporary Welsh (2020) (6)
- Use of Semantic Segmentation for Increasing the Throughput of Digitisation Workflows for Natural History Collections (2019) (6)
- Recognition and Acquisition of Compound Names from Corpora (2000) (6)
- A Framework for Automated Rating of Online Reviews Against the Underlying Topics (2017) (6)
- Search Computing and the Life Sciences (2009) (5)
- Comparing the Utility of Different Classification Schemes for Emotive Language Analysis (2019) (5)
- Learning to Classify Biomedical Terms Through Literature Mining and Genetic Algorithms (2004) (5)
- All-Wales Licensed Premises Intervention (AWLPI): a randomised controlled trial of an intervention to reduce alcohol-related violence (2015) (4)
- Automatic Extraction of Personal Experiences from Patients' Blogs: A Case Study in Chronic Obstructive Pulmonary Disease (2013) (4)
- The Acquisition of Some Lexical Constraints from Corpora (1999) (4)
- A Deep Learning Approach to Self-expansion of Abbreviations Based on Morphology and Context Distance (2019) (4)
- English–Welsh Cross-Lingual Embeddings (2021) (4)
- Unsupervised multi-word term recognition in Welsh (2019) (3)
- Improving the performance of sentiment analysis in health and wellbeing using domain knowledge (2020) (3)
- Term based literature mining from biomedical texts (2002) (3)
- Automatic development of clinical prediction models with genetic programming: A case study in cardiovascular disease (2014) (3)
- Combining Lexical Profiling, Rules and Machine Learning for Disease Prediction from Hospital Discharge Summaries (2008) (3)
- Creating Welsh Language Word Embeddings (2021) (3)
- Reducing Lexical Ambiguity in Serbo-Croatian by Using Genetic Algorithms (2003) (3)
- A systematic review of unsupervised approaches to grammar induction (2020) (2)
- A machine learning approach to term classification (2004) (2)
- Real-Time Text Classification of User-Generated Content on Social Media: Systematic Review (2022) (2)
- Tuning Context Features with Genetic Algorithms (2002) (2)
- A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling (2022) (2)
- Leaving No Stone Unturned: Flexible Retrieval of Idiomatic Expressions from a Large Text Corpus (2021) (2)
- Feasibility randomised controlled trial comparing TRAK-ACL digital rehabilitation intervention plus treatment as usual versus treatment as usual for patients following anterior cruciate ligament reconstruction (2021) (2)
- The CorCenCC crowdsourcing app: a bespoke tool for the user-driven creation of the national corpus of contemporary Welsh (2017) (2)
- Using routine referral data for patients with knee and hip pain to improve access to specialist care (2020) (2)
- The State of the Art in Implementing Machine Learning for Mobile Apps: A Survey (2020) (2)
- An Integrated Term-Based Corpus Query System (2003) (2)
- Understanding Context of Use from Online Customer Reviews using BERT (2022) (1)
- Faculty Opinions recommendation of Hierarchical attention networks for information extraction from cancer pathology reports. (2018) (1)
- Web-based materials (2015) (1)
- Learning Data Augmentation Schedules for Natural Language Processing (2021) (1)
- Sentiment Analysis in Health and Well-Being: Systematic Review (Preprint) (2019) (1)
- AI-assisted patent prior art searching - feasibility study (2020) (1)
- FlexiTerm: a flexible term recognition method (2013) (1)
- Selecting Features for Text- based Classification: from Documents to Terms (2003) (1)
- Mobile application KneeCare to support knee rehabilitation (2014) (1)
- Improving access to care and treatment for patients with hip and knee pain at the interface between primary and secondary care (2018) (1)
- Biomedical resources for text mining Terminologies and ontologies in biomedicine: Can text mining help? (2005) (1)
- Integrating Hedonic Quality for User Experience Modelling (2021) (1)
- FlexiTerm: A more efficient implementation of flexible multi-word term recognition (2021) (1)
- Descriptive statistics: audit (2015) (0)
- The SMILE website map (2015) (0)
- Modelling pedestrian safety with respect to road traffic crashes by estimating the safety of paths (2018) (0)
- Licensed premises staff interview schedule (2015) (0)
- Environmental health practitioner interview schedule (2015) (0)
- Focus group schedule for initial focus group with senior environmental health practitioners (2015) (0)
- Web based interventions for self-management of rehabilitation (2016) (0)
- KneeTex: an ontology–driven system for information extraction from MRI reports (2015) (0)
- Next Steps in Data Capture from Specimen Labels and Data Integration: Lessons learnt from the ICEDIG pilots (2019) (0)
- Patient Triage by Topic Modeling of Referral Letters: Feasibility Study (Preprint) (2020) (0)
- Self-Supervised Representation Learning for Geographical Data—A Systematic Literature Review (2023) (0)
- Creating CorCenCC (Corpws Cenedlaethol Cymraeg Cyfoes - The National Corpus of Contemporary Welsh) (2017) (0)
- Simulation and annotation of global acronyms (2022) (0)
- Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach (2021) (0)
- The SMILE audit tool (2015) (0)
- Text Mining in Bovine Diseases (2020) (0)
- Towards Terminology Extraction in Serbian (2008) (0)
- Genomes to systems 3 (2006) (0)
- A Genetic Algorithm Approach to Unsupervised Learning of Context Features (2002) (0)
- Intervention effectiveness results (2015) (0)
- Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach (Preprint) (2021) (0)
- A Cognitive Approach to Parsing with Neural Networks (2020) (0)
- Development of iKnee: A web based application using biomechanical data to optomize knee rehabilitation within the home environment (2013) (0)
- Associations Between Dog Breed and Clinical Features of Mammary Epithelial Neoplasia in Bitches: an Epidemiological Study of Submissions to a Single Diagnostic Pathology Centre Between 2008–2021 (2023) (0)
- Comparing the Utility of Different Classification Schemes for Emotive Language Analysis (2019) (0)
- Statistical Language and Speech Processing: 8th International Conference, SLSP 2020, Cardiff, UK, October 14–16, 2020, Proceedings (2020) (0)
- Cohort Selection From Longitudinal Patient Records: Text Mining Approach (2019) (0)
- Healtex: UK Healthcare Text Analytics Research Network, EPSRC (2018) (0)
- An evaluation of TRAK physiotherapy self management intervention development and delivery for knee conditions (2018) (0)
- The Case of Aspect in Sentiment Analysis: Seeking Attention or Co-Dependency? (2022) (0)
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