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ORCIDMarco A. F. Pimentel
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2020 – today
- 2024
[c19]Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan:
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. EMNLP (Findings) 2024: 10549-10561- [i7]Clément Christophe, Praveen K. Kanithi, Prateek Munjal, Tathagata Raha, Nasir Hayat, Ronnie Rajan
, Ahmed Al-Mahrooqi, Avani Gupta, Muhammad Umar Salman, Gurpreet Gosal, Bhargav Kanakiya, Charles Chen, Natalia Vassilieva, Boulbaba Ben Amor, Marco AF Pimentel, Shadab Khan:
Med42 - Evaluating Fine-Tuning Strategies for Medical LLMs: Full-Parameter vs. Parameter-Efficient Approaches. CoRR abs/2404.14779 (2024) - [i6]Marco AF Pimentel, Clément Christophe, Tathagata Raha, Prateek Munjal, Praveen K. Kanithi, Shadab Khan:
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks. CoRR abs/2407.21072 (2024) - [i5]Clément Christophe, Praveen K. Kanithi, Tathagata Raha, Shadab Khan, Marco AF Pimentel:
Med42-v2: A Suite of Clinical LLMs. CoRR abs/2408.06142 (2024) - [i4]Praveen K. Kanithi, Clément Christophe, Marco AF Pimentel, Tathagata Raha, Nada Saadi, Hamza Javed, Svetlana Maslenkova, Nasir Hayat, Ronnie Rajan, Shadab Khan:
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications. CoRR abs/2409.07314 (2024) - [i3]Clément Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveen K. Kanithi, Marco AF Pimentel, Shadab Khan:
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. CoRR abs/2409.14988 (2024) - [i2]Wadood M. Abdul, Marco AF Pimentel, Muhammad Umar Salman, Tathagata Raha, Clément Christophe, Praveen K. Kanithi, Nasir Hayat, Ronnie Rajan, Shadab Khan:
Named Clinical Entity Recognition Benchmark. CoRR abs/2410.05046 (2024) - 2021
- [j10]Mauro D. Santos, Cristian Roman, Marco A. F. Pimentel, Sarah Vollam, Carlos Areia, Louise Young, Peter J. Watkinson, Lionel Tarassenko:
A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting. Frontiers Digit. Health 3: 630273 (2021) - 2020
- [i1]Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford:
Remote health monitoring in the time of COVID-19. CoRR abs/2005.08537 (2020)
2010 – 2019
- 2019
- [j9]Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton:
Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care. IEEE J. Biomed. Health Informatics 23(1): 47-58 (2019) - [c18]Marco A. F. Pimentel, Adam Mahdi, Oliver Redfern, Mauro D. Santos, Lionel Tarassenko:
Uncertainty-Aware Model for Reliable Prediction of Sepsis in the ICU. CinC 2019: 1-4 - 2018
- [j8]Stijn Luca, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton:
Point process models for novelty detection on spatial point patterns and their extremes. Comput. Stat. Data Anal. 125: 86-103 (2018) - [j7]Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton:
A Robust Fusion Model for Estimating Respiratory Rate From Photoplethysmography and Electrocardiography. IEEE Trans. Biomed. Eng. 65(9): 2033-2041 (2018) - 2017
- [j6]Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter J. Watkinson, Lionel Tarassenko, David A. Clifton:
Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans. Biomed. Eng. 64(8): 1914-1923 (2017) - [c17]Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton:
Bayesian optimisation of Gaussian processes for identifying the deteriorating patient. BHI 2017: 85-88 - [c16]Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel, Adam Mahdi, Maarten De Vos:
Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG. CinC 2017 - 2016
- [c15]Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton:
Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices. EMBC 2016: 676-679 - [c14]Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton:
Bayesian Gaussian processes for identifying the deteriorating patient. EMBC 2016: 5311-5314 - 2015
- [j5]Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton:
Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. 62(1): 314-322 (2015) - [c13]Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng:
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data. AAAI 2015: 446-453 - [c12]Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton:
Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram. EMBC 2015: 6138-6141 - 2014
- [j4]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko:
A review of novelty detection. Signal Process. 99: 215-249 (2014) - [j3]Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko:
Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. IEEE J. Biomed. Health Informatics 18(3): 722-730 (2014) - [c11]Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton:
Multi-task Gaussian process models for biomedical applications. BHI 2014: 492-495 - [c10]Marco A. F. Pimentel, Mauro D. Santos, David B. Springer, Gari D. Clifford:
Hidden Semi-Markov Model-Based Heartbeat Detection Using Multimodal data and Signal Quality Indices. CinC 2014: 553-556 - [c9]Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko:
Physiological trajectory of patients pre and post ICU discharge1. EMBC 2014: 3160-3163 - [c8]Marco A. F. Pimentel, Mauro D. Santos, Carlos Arteta, João S. Domingos, Mohammad Ali Maraci, Gari D. Clifford:
Respiratory rate estimation from the oscillometric waveform obtained from a non-invasive cuff-based blood pressure device. EMBC 2014: 3821-3824 - [c7]Gari D. Clifford, Carlos Arteta, Tingting Zhu, Marco A. F. Pimentel, Mauro D. Santos, João S. Domingos, Mohammad Ali Maraci, Joachim Behar, Julien Oster:
A scalable mHealth system for noncommunicable disease management. GHTC 2014: 41-48 - [c6]Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard:
A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes. MLSP 2014: 1-6 - 2013
- [j2]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko:
Modelling physiological deterioration in post-operative patient vital-sign data. Medical Biol. Eng. Comput. 51(8): 869-877 (2013) - [j1]Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko:
Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. IEEE Trans. Biomed. Eng. 60(1): 193-197 (2013) - [c5]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko:
Probabilistic estimation of respiratory rate using Gaussian processes. EMBC 2013: 2902-2905 - [c4]Marco A. F. Pimentel, David A. Clifton, Lionel Tarassenko:
Gaussian process clustering for the functional characterisation of vital-sign trajectories. MLSP 2013: 1-6 - 2012
- [c3]Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko:
Vital-sign Data Fusion Models for Post-operative Patients. BIOSIGNALS 2012: 410-413 - [c2]Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko:
Gaussian process regression in vital-sign early warning systems. EMBC 2012: 6161-6164 - 2011
- [c1]Carlos Arteta, João S. Domingos, Marco A. F. Pimentel, Mauro D. Santos, Corentin Chiffot, David B. Springer, Arvind Raghu, Gari D. Clifford:
Low-Cost Blood Pressure Monitor Device for Developing Countries. MobiHealth 2011: 335-342
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