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ORCIDSaturnino Luz
Saturnino F. Luz-Filho
Person information
- affiliation: Usher Institute of Population Health Sciences & Informatics, University of Edinburgh, UK
- affiliation (former): School of Computer Science and Statistics, Trinity College Dublin, Ireland
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2020 – today
- 2023
[c135]Masood Masoodian
, Saturnino Luz:
Designing for Map-Based Interfaces and Interactions. INTERACT (4) 2023: 616-620- [i15]Saturnino Luz, Fasih Haider, Davida Fromm, Ioulietta Lazarou, Ioannis Kompatsiaris, Brian MacWhinney:
Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge. CoRR abs/2301.05562 (2023) - [i14]Saturnino Luz, Masood Masoodian:
Causally Linking Health Application Data and Personal Information Management Tools. CoRR abs/2308.08556 (2023) - [i13]Qingkun Deng, Saturnino Luz, Sofia de la Fuente Garcia:
Hierarchical attention interpretation: an interpretable speech-level transformer for bi-modal depression detection. CoRR abs/2309.13476 (2023) - 2022
- [c134]Shane Sheehan, Saturnino Luz, Masood Masoodian:
Corpus Summarization and Exploration using Multi-Mosaics. AVI 2022: 81:1-81:3 - [c133]Masood Masoodian, Saturnino Luz:
Map-based Interfaces and Interactions. AVI 2022: 88:1-88:4 - [c132]Farah Francis, Honghan Wu, Saturnino Luz, Rosemary Townsend, Sarah Stock:
Detecting Intrapartum Fetal Hypoxia from Cardiotocography Using Machine Learning. CinC 2022: 1-4 - [c131]Fasih Haider, Saturnino Luz:
An Automated Mood Diary for Older User's using Ambient Assisted Living Recorded Speech. INTERSPEECH 2022: 1961-1962 - [c130]Shane Sheehan, Masood Masoodian, Saturnino Luz:
Task-based Quantitative Evaluation of the Concordance Mosaic Visualization. IV 2022: 123-129 - [i12]Shane Sheehan, Saturnino Luz, Masood Masoodian:
Multi-Mosaics: Corpus Summarizing and Exploration using multiple Concordance Mosaic Visualisations. CoRR abs/2203.12262 (2022) - [i11]Saturnino Luz, Masood Masoodian:
Temporal and Spatial Elements in Interactive Epidemiological Maps. CoRR abs/2206.06048 (2022) - [i10]Saturnino Luz:
Computational linguistics and Natural Language Processing. CoRR abs/2206.07026 (2022) - 2021
- [j28]Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz:
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods. Comput. Speech Lang. 65: 101119 (2021) - [j27]Tristan Millington, Saturnino Luz:
Analysis and Classification of Word Co-Occurrence Networks From Alzheimer's Patients and Controls. Frontiers Comput. Sci. 3: 649508 (2021) - [j26]Saturnino Luz, Fasih Haider, Sofia de la Fuente Garcia, Davida Fromm, Brian MacWhinney:
Editorial: Alzheimer's Dementia Recognition through Spontaneous Speech. Frontiers Comput. Sci. 3: 780169 (2021) - [c129]Shane Sheehan, Saturnino Luz, Masood Masoodian:
TeMoTopic: Temporal Mosaic Visualisation of Topic Distribution, Keywords, and Context. EACL (Hackashop) 2021: 56-61 - [c128]Blaz Skrlj, Shane Sheehan, Nika Erzen, Marko Robnik-Sikonja, Saturnino Luz, Senja Pollak:
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces. EACL (Hackashop) 2021: 76-83 - [c127]Sofia de la Fuente Garcia, Fasih Haider, Saturnino Luz:
COVID-19: Affect recognition through voice analysis during the winter lockdown in Scotland. EMBC 2021: 2326-2329 - [c126]Saturnino Luz, Masood Masoodian:
An Informatics-Based Approach for Sustainable Management of Factors Affecting the Spread of Infectious Diseases. INTERACT (Workshops) 2021: 47-57 - [c125]Saturnino Luz, Fasih Haider, Sofia de la Fuente, Davida Fromm, Brian MacWhinney:
Detecting Cognitive Decline Using Speech Only: The ADReSSo Challenge. Interspeech 2021: 3780-3784 - [c124]Fasih Haider, Saturnino Luz:
Affect Recognition Through Scalogram and Multi-Resolution Cochleagram Features. Interspeech 2021: 4478-4482 - [i9]Saturnino Luz, Fasih Haider, Sofia de la Fuente, Davida Fromm, Brian MacWhinney:
Detecting cognitive decline using speech only: The ADReSSo Challenge. CoRR abs/2104.09356 (2021) - 2020
- [j25]Fasih Haider, Maria Koutsombogera, Owen Conlan, Carl Vogel, Nick Campbell, Saturnino Luz:
An Active Data Representation of Videos for Automatic Scoring of Oral Presentation Delivery Skills and Feedback Generation. Frontiers Comput. Sci. 2: 1 (2020) - [j24]Huw Prosser Evans, Athanasios Anastasiou, Adrian Edwards, Peter Hibbert, Meredith Makeham, Saturnino Luz, Aziz Sheikh, Liam Donaldson, Andrew Carson-Stevens:
Automated classification of primary care patient safety incident report content and severity using supervised machine learning (ML) approaches. Health Informatics J. 26(4): 3123-3139 (2020) - [j23]Fasih Haider, Sofia de la Fuente, Saturnino Luz:
An Assessment of Paralinguistic Acoustic Features for Detection of Alzheimer's Dementia in Spontaneous Speech. IEEE J. Sel. Top. Signal Process. 14(2): 272-281 (2020) - [j22]Fasih Haider, Fahim A. Salim, Dees B. W. Postma, Robby van Delden, Dennis Reidsma, Bert-Jan van Beijnum, Saturnino Luz:
A Super-Bagging Method for Volleyball Action Recognition Using Wearable Sensors. Multimodal Technol. Interact. 4(2): 33 (2020) - [c123]Shane Sheehan, Saturnino Luz, Pierre Albert, Masood Masoodian:
TeMoCo-Doc: A visualization for supporting temporal and contextual analysis of dialogues and associated documents. AVI 2020: 96:1-96:3 - [c122]Hon Wah Yeung, Saturnino Luz, Simon R. Cox, Colin R. Buchanan, Heather C. Whalley, Keith M. Smith:
Pipeline comparisons of convolutional neural networks for structural connectomes: predicting sex across 3, 152 participants. EMBC 2020: 1692-1695 - [c121]Poorya Parvizi, Francisco Azuaje, Evropi Theodoratou, Saturnino Luz:
A Network-Based Embedding Method for Drug-Target Interaction Prediction. EMBC 2020: 5304-5307 - [c120]Ziyang Fu, Fasih Haider, Saturnino Luz:
Predicting Mini-Mental Status Examination Scores through Paralinguistic Acoustic Features of Spontaneous Speech. EMBC 2020: 5548-5552 - [c119]Sofia de la Fuente, Fasih Haider, Saturnino Luz:
Cross-corpus Feature Learning between Spontaneous Monologue and Dialogue for Automatic Classification of Alzheimer's Dementia Speech. EMBC 2020: 5851-5855 - [c118]Fasih Haider, Pierre Albert, Saturnino Luz:
Automatic Recognition of Low-Back Chronic Pain Level and Protective Movement Behaviour using Physical and Muscle Activity Information. FG 2020: 834-838 - [c117]Fahim A. Salim, Fasih Haider, Maite Frutos Pascual, Dennis Reidsma, Saturnino Luz, Bert-Jan van Beijnum:
Action Modelling for Interaction and Analysis in Smart Sports and Physical Education. ICMI Companion 2020: 228-229 - [c116]Saturnino Luz, Fasih Haider, Sofia de la Fuente, Davida Fromm, Brian MacWhinney:
Alzheimer's Dementia Recognition Through Spontaneous Speech: The ADReSS Challenge. INTERSPEECH 2020: 2172-2176 - [c115]Fasih Haider, Sofia de la Fuente, Pierre Albert, Saturnino Luz:
Affective Speech for Alzheimer's Dementia Recognition. RaPID@LREC 2020 - [e2]Maria José Finatto, Renata Vieira, Senja Pollak, Saturnino Luz:
Proceedings of the Workshop on Digital Humanities and Natural Language Processing, co-located with International Conference on the Computational Processing of Portuguese, DHandNLP@PROPOR 2020, Evora, Portugal, March 2, 2020. CEUR Workshop Proceedings 2607, CEUR-WS.org 2020 [contents] - [i8]Saturnino Luz, Fasih Haider, Sofia de la Fuente, Davida Fromm, Brian MacWhinney:
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge. CoRR abs/2004.06833 (2020) - [i7]Blaz Skrlj, Nika Erzen, Shane Sheehan, Saturnino Luz, Marko Robnik-Sikonja, Senja Pollak:
AttViz: Online exploration of self-attention for transparent neural language modeling. CoRR abs/2005.05716 (2020) - [i6]Sofia de la Fuente Garcia, Craig Ritchie, Saturnino Luz:
Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer's Disease: a systematic review. CoRR abs/2010.06047 (2020)
2010 – 2019
- 2019
- [j21]Ian James Bruce Young, Saturnino Luz, Nazir Lone:
A systematic review of natural language processing for classification tasks in the field of incident reporting and adverse event analysis. Int. J. Medical Informatics 132 (2019) - [j20]Saturnino Luz, Masood Masoodian:
A comparison of linear and mosaic diagrams for set visualization. Inf. Vis. 18(3) (2019) - [j19]Fasih Haider, Hayakawa Akira, Carl Vogel, Nick Campbell, Saturnino Luz:
Analysing patterns of right brain-hemisphere activity prior to speech articulation for identification of system-directed speech. Speech Commun. 107: 18-25 (2019) - [c114]Shane Sheehan, Pierre Albert, Saturnino Luz, Masood Masoodian:
TeMoCo: A Visualization Tool for Temporal Analysis of Multi-party Dialogues in Clinical Settings. CBMS 2019: 690-695 - [c113]Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz:
Extracting Audio-Visual Features for Emotion Recognition Through Active Feature Selection. GlobalSIP 2019: 1-5 - [c112]Fasih Haider, Saturnino Luz:
Attitude Recognition Using Multi-resolution Cochleagram Features. ICASSP 2019: 3737-3741 - [c111]Fasih Haider, Fahim A. Salim, Vahid Naghashi, Sena Busra Yengec Tasdemir, Izem Tengiz, Kubra Cengiz, Dees B. W. Postma, Robby van Delden, Dennis Reidsma, Bert-Jan van Beijnum, Saturnino Luz:
Evaluation of Dominant and Non-Dominant Hand Movements For Volleyball Action Modelling. ICMI (Adjunct) 2019: 8:1-8:6 - [c110]Fahim A. Salim, Fasih Haider, Sena Busra Yengec Tasdemir, Vahid Naghashi, Izem Tengiz, Kubra Cengiz, Dees B. W. Postma, Robby van Delden, Dennis Reidsma, Saturnino Luz, Bert-Jan van Beijnum:
A Searching and Automatic Video Tagging Tool for Events of Interest during Volleyball Training Sessions. ICMI 2019: 501-503 - [c109]Fasih Haider, Saturnino Luz:
A System for Real-Time Privacy Preserving Data Collection for Ambient Assisted Living. INTERSPEECH 2019: 2374-2375 - [i5]Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz:
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods. CoRR abs/1908.10623 (2019) - [i4]Bridget Kane, Jing Su, Saturnino Luz:
Potential Applications of Machine Learning at Multidisciplinary Medical Team Meetings. CoRR abs/1911.00914 (2019) - 2018
- [j18]Fahim A. Salim, Fasih Haider, Owen Conlan, Saturnino Luz:
An approach for exploring a video via multimodal feature extraction and user interactions. J. Multimodal User Interfaces 12(4): 285-296 (2018) - [c108]Shane Sheehan, Masood Masoodian, Saturnino Luz:
COMFRE: a visualization for comparing word frequencies in linguistic tasks. AVI 2018: 42:1-42:5 - [c107]Fasih Haider, Hayakawa Akira, Saturnino Luz, Carl Vogel, Nick Campbell:
On-Talk and Off-Talk Detection: A Discrete Wavelet Transform Analysis of Electroencephalogram. ICASSP 2018: 960-964 - [c106]Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz:
SAAMEAT: Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions. ICMI 2018: 564-568 - [c105]Fasih Haider, Fahim A. Salim, Owen Conlan, Saturnino Luz:
An Active Feature Transformation Method for Attitude Recognition of Video Bloggers. INTERSPEECH 2018: 431-435 - [c104]Fasih Haider, Saturnino Luz, Carl Vogel, Nick Campbell:
Improving Response Time of Active Speaker Detection Using Visual Prosody Information Prior to Articulation. INTERSPEECH 2018: 1736-1740 - [c103]Hayakawa Akira, Carl Vogel, Saturnino Luz, Nick Campbell:
Speech Rate Calculations with Short Utterances: A Study from a Speech-to-Speech, Machine Translation Mediated Map Task. LREC 2018 - [c102]Volha Petukhova, Andrei Malchanau, Youssef Oualil, Dietrich Klakow, Saturnino Luz, Fasih Haider, Nick Campbell, Dimitris Koryzis, Dimitris Spiliotopoulos, Pierre Albert, Nicklas Linz, Jan Alexandersson:
The Metalogue Debate Trainee Corpus: Data Collection and Annotations. LREC 2018 - [i3]Saturnino Luz, Sofia de la Fuente, Pierre Albert:
A Method for Analysis of Patient Speech in Dialogue for Dementia Detection. CoRR abs/1811.09919 (2018) - 2017
- [c101]Saturnino Luz:
Longitudinal Monitoring and Detection of Alzheimer's Type Dementia from Spontaneous Speech Data. CBMS 2017: 45-46 - [c100]Masood Masoodian, Saturnino Luz:
Ecoepidemiological Simulation as a Serious Game Engine Module. CBMS 2017: 193-194 - [c99]Bridget Kane, Saturnino Luz:
Trust, Ethics and Access: Challenges in Studying the Work of Multi-disciplinary Medical Teams. CBMS 2017: 527-528 - [c98]Hayakawa Akira, Carl Vogel, Nick Campbell, Saturnino Luz:
Perception changes with and without a video channel: A study from a speech-to-speech, machine translation mediated map task. CogInfoCom 2017: 401-406 - [c97]Karim Moustafa, Saturnino Luz, Luca Longo:
Assessment of Mental Workload: A Comparison of Machine Learning Methods and Subjective Assessment Techniques. H-WORKLOAD 2017: 30-50 - [c96]Fasih Haider, Fahim A. Salim, Saturnino Luz, Carl Vogel, Owen Conlan, Nick Campbell:
Visual, Laughter, Applause and Spoken Expression Features for Predicting Engagement Within TED Talks. INTERSPEECH 2017: 2381-2385 - [c95]Hayakawa Akira, Carl Vogel, Saturnino Luz, Nick Campbell:
Speech Rate Comparison When Talking to a System and Talking to a Human: A Study from a Speech-to-Speech, Machine Translation Mediated Map Task. INTERSPEECH 2017: 3286-3290 - [c94]Masood Masoodian, Ida Buchwald, Saturnino Luz, Elisabeth André:
Temporal Visualization of Energy Consumption Loads Using Time-Tone. IV 2017: 146-151 - [c93]Fahim A. Salim, Fasih Haider, Owen Conlan, Saturnino Luz:
An Alternative Approach to Exploring a Video. SPECOM 2017: 109-118 - [i2]Saturnino Luz, Masood Masoodian:
An Application of Mosaic Diagrams to the Visualization of Set Relationships. CoRR abs/1711.03065 (2017) - 2016
- [j17]Saturnino Luz, Masood Masoodian, Raquel Rangel Cesario, Manuel Cesario:
Using a serious game to promote community-based awareness and prevention of neglected tropical diseases. Entertain. Comput. 15: 43-55 (2016) - [c92]Saturnino Luz, Bridget Kane:
Perspectives on Intelligent Systems Support for Multidisciplinary Medical Teams. AAAI Spring Symposia 2016 - [c91]Masood Masoodian, Saturnino Luz, David Kavenga:
nu-view: a visualization system for collaborative co-located analysis of geospatial disease data. ACSW 2016: 48 - [c90]Masood Masoodian, Saturnino Luz:
Time-load: Visualization of Energy Consumption Loads Over Time. AVI 2016: 326-327 - [c89]Fasih Haider, Nick Campbell, Saturnino Luz:
Active speaker detection in human machine multiparty dialogue using visual prosody information. GlobalSIP 2016: 1207-1211 - [c88]Fasih Haider, Loredana Cerrato, Nick Campbell, Saturnino Luz:
Presentation quality assessment using acoustic information and hand movements. ICASSP 2016: 2812-2816 - [c87]Fasih Haider, Loredana Sundberg Cerrato, Saturnino Luz, Nick Campbell:
Attitude recognition of video bloggers using audio-visual descriptors. MA3HMI@ICMI 2016: 38-42 - [c86]Hayakawa Akira, Saturnino Luz, Nick Campbell:
Talking to a System and Talking to a Human: A Study from a Speech-to-Speech, Machine Translation Mediated Map Task. INTERSPEECH 2016: 1422-1426 - [c85]Fasih Haider, Saturnino Luz, Nick Campbell:
Data Collection and Synchronisation: Towards a Multiperspective Multimodal Dialogue System with Metacognitive Abilities. IWSDS 2016: 245-256 - [c84]Hayakawa Akira, Saturnino Luz, Loredana Cerrato, Nick Campbell:
The ILMT-s2s Corpus ― A Multimodal Interlingual Map Task Corpus. LREC 2016 - [p1]Jing Su, Saturnino Luz:
Predicting Cognitive Load Levels from Speech Data. Recent Advances in Nonlinear Speech Processing 2016: 255-263 - 2015
- [j16]Bridget Kane, Saturnino Luz:
Medical teamwork, collaboration and patient-centred care. Behav. Inf. Technol. 34(6): 543-547 (2015) - [j15]Saturnino Luz, Masood Masoodian, Manuel Cesario:
Disease surveillance and patient care in remote regions: an exploratory study of collaboration among health-care professionals in Amazonia. Behav. Inf. Technol. 34(6): 548-565 (2015) - [j14]Stephan Schlögl, Gavin J. Doherty, Saturnino Luz:
Wizard of Oz Experimentation for Language Technology Applications: Challenges and Tools. Interact. Comput. 27(6): 592-615 (2015) - [c83]Bridget Kane, Saturnino Luz:
Clinical Training and Teamwork: Learning and Feedback. CBMS 2015: 280-285 - [c82]Masood Masoodian, Saturnino Luz, Manuel Cesario, Raquel Rangel Cesario, Bill Rogers, Diones A. Borges:
A Serious Game for Improving Community-Based Prevention of Neglected Diseases. CBMS 2015: 286-291 - [c81]Loredana Cerrato, Hayakawa Akira, Nick Campbell, Saturnino Luz:
A Speech-to-Speech, Machine Translation Mediated Map Task: An Exploratory Study. FETLT 2015: 53-64 - [c80]Fahim A. Salim, Fasih Haider, Owen Conlan, Saturnino Luz, Nick Campbell:
Analyzing Multimodality of Video for User Engagement Assessment. ICMI 2015: 287-290 - [c79]Hayakawa Akira, Loredana Cerrato, Nick Campbell, Saturnino Luz:
A study of prosodic alignment in interlingual map-task dialogues. ICPhS 2015 - [c78]Hayakawa Akira, Fasih Haider, Loredana Cerrato, Nick Campbell, Saturnino Luz:
Detection of cognitive states and their correlation to speech recognition performance in speech-to-speech machine translation systems. INTERSPEECH 2015: 2539-2543 - [c77]Fasih Haider, Fahim A. Salim, Saturnino Luz, Owen Conlan, Nick Campbell:
High level visual and paralinguistic features extraction and their correlation with user engagement. ISSPIT 2015: 326-331 - 2014
- [c76]Saturnino Luz, Masood Masoodian, Manuel Cesario, Raquel Rangel Cesario, Bill Rogers:
Designing a serious game for community-based disease prevention in the Amazon. Advances in Computer Entertainment 2014: 41:1-41:4 - [c75]Saturnino Luz, Masood Masoodian:
Involving Geographically Distributed Users in the Design of an Interactive System. AUIC 2014: 77-86 - [c74]Saturnino Luz, Masood Masoodian:
Readability of a background map layer under a semi-transparent foreground layer. AVI 2014: 161-168 - [c73]Saturnino Luz, Shane Sheehan:
A graph based abstraction of textual concordances and two renderings for their interactive visualisation. AVI 2014: 293-296 - [c72]Masood Masoodian, Elisabeth André, Saturnino Luz, Thomas Rist:
Fostering smart energy applications through advanced visual interfaces. AVI 2014: 409-412 - [c71]Bridget Kane, Saturnino Luz:
Expanding the HCI Agenda in Healthcare. CBMS 2014: 382-385 - [c70]Xavier Ochoa, Marcelo Worsley, Katherine Chiluiza, Saturnino Luz:
MLA'14: Third Multimodal Learning Analytics Workshop and Grand Challenges. ICMI 2014: 531-532 - [c69]Hayakawa Akira, Nick Campbell, Saturnino Luz:
Interlingual map task corpus collection. INTERSPEECH 2014: 1490-1491 - [c68]Anne H. Schneider, Johannes Hellrich, Saturnino Luz:
Word, Syllable and Phoneme Based Metrics Do Not Correlate with Human Performance in ASR-Mediated Tasks. PolTAL 2014: 392-399 - [e1]Xavier Ochoa, Marcelo Worsley, Katherine Chiluiza, Saturnino Luz:
Proceedings of the 2014 ACM workshop on Multimodal Learning Analytics Workshop and Grand Challenge, MLA@ICMI 2014, Istanbul, Turkey, November 12, 2014. ACM 2014, ISBN 978-1-4503-0488-7 [contents] - 2013
- [j13]Bridget Kane, Saturnino Luz:
"Do no harm": Fortifying MDT collaboration in changing technological times. Int. J. Medical Informatics 82(7): 613-625 (2013) - [c67]Bridget Kane, Saturnino Luz, Pieter J. Toussaint:
Developing a framework for evaluation of technology use at multidisciplinary meetings in healthcare. CBMS 2013: 355-360 - [c66]Marcelo Ballaben Carloni, Manuel Cesario, Raquel Rangel Cesario, Saturnino Luz, Edson Margarido, Masood Masoodian, Daniel Facciolo Pires:
In-class use of the nu-case mobile telehealth system in a medical school. CBMS 2013: 437-440 - [c65]Jing Su, Saturnino Luz:
Can time dependencies and ensemble classification improve content-free dialogue segmentation? CogInfoCom 2013: 183-188 - [c64]Bridget Kane, Pieter J. Toussaint, Saturnino Luz:
Shared decision making needs a communication record. CSCW 2013: 79-90 - [c63]Saturnino Luz:
Automatic identification of experts and performance prediction in the multimodal math data corpus through analysis of speech interaction. ICMI 2013: 575-582 - [c62]Stephan Schlögl, Saturnino Luz, Gavin J. Doherty:
WebWOZ: A Platform for Designing and Conducting Web-based Wizard of Oz Experiments. SIGDIAL Conference 2013: 160-162 - 2012
- [j12]Gavin J. Doherty, Nikiforos Karamanis, Saturnino Luz:
Collaboration in Translation: The Impact of Increased Reach on Cross-organisational Work. Comput. Support. Cooperative Work. 21(6): 525-554 (2012) - [j11]Ielka van der Sluis, Saturnino Luz, Werner Breitfuß, Mitsuru Ishizuka, Helmut Prendinger:
Cross-cultural assessment of automatically generated multimodal referring expressions in a virtual world. Int. J. Hum. Comput. Stud. 70(9): 611-629 (2012) - [j10]Saturnino Luz:
The nonverbal structure of patient case discussions in multidisciplinary medical team meetings. ACM Trans. Inf. Syst. 30(3): 17:1-17:24 (2012) - [c61]