Marco A. F. Pimentel

31 papers A* 1Journal 13Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Gene42: Long-Range Genomic Foundation Model With Dense Attention. CoRR Kirill Vishniakov, Boulbaba Ben Amor, Engin Tekin, Nancy A. ElNaker, Karthik Viswanathan, Aleksandr Medvedev, Aahan Singh, Maryam Nadeem, Mohammad Amaan Sayeed, Praveen K. Kanithi, Tiago Magalhaes, Natalia Vassilieva, Dwarikanath Mahapatra, Marco A. F. Pimentel, Shadab Khan
2025	J	`jnl`	Population-scale cross-sectional observational study for AI-powered TB screening on one million CXRs. npj Digit. Medicine Prateek Munjal, Ahmed Al-Mahrooqi, Ronnie Rajan, Andrew Jeremijenko, Iftikhar Ahmad, Muhammad Imran Akhtar, Marco A. F. Pimentel, Shadab Khan
2021	J	`jnl`	A Real-Time Wearable System for Monitoring Vital Signs of COVID-19 Patients in a Hospital Setting. Frontiers Digit. Health Mauro D. Santos, Cristian Roman, Marco A. F. Pimentel, Sarah Vollam, Carlos Areia, Louise Young, Peter J. Watkinson, Lionel Tarassenko
2020	J	`jnl`	Remote health monitoring in the time of COVID-19. CoRR 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
2019	—	`conf`	Uncertainty-Aware Model for Reliable Prediction of Sepsis in the ICU. CinC Marco A. F. Pimentel, Adam Mahdi, Oliver Redfern, Mauro D. Santos, Lionel Tarassenko
2019	J	`jnl`	Unsupervised Bayesian Inference to Fuse Biosignal Sensory Estimates for Personalizing Care. IEEE J. Biomed. Health Informatics Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton
2018	J	`jnl`	A Robust Fusion Model for Estimating Respiratory Rate From Photoplethysmography and Electrocardiography. IEEE Trans. Biomed. Eng. Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
2018	J	`jnl`	Point process models for novelty detection on spatial point patterns and their extremes. Comput. Stat. Data Anal. Stijn Luca, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
2017	—	`conf`	Bayesian optimisation of Gaussian processes for identifying the deteriorating patient. BHI Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton
2017	—	`conf`	Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG. CinC Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel, Adam Mahdi, Maarten De Vos
2017	J	`jnl`	Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters. IEEE Trans. Biomed. Eng. Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton, Drew A. Birrenkott, Peter J. Watkinson, Lionel Tarassenko, David A. Clifton
2016	—	`conf`	Bayesian Gaussian processes for identifying the deteriorating patient. EMBC Glen Wright Colopy, Marco A. F. Pimentel, Stephen J. Roberts, David A. Clifton
2016	—	`conf`	Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices. EMBC Drew A. Birrenkott, Marco A. F. Pimentel, Peter J. Watkinson, David A. Clifton
2015	A*	`conf`	A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data. AAAI Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng
2015	—	`conf`	Bayesian fusion of algorithms for the robust estimation of respiratory rate from the photoplethysmogram. EMBC Tingting Zhu, Marco A. F. Pimentel, Gari D. Clifford, David A. Clifton
2015	J	`jnl`	Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis. IEEE Trans. Biomed. Eng. Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
2014	J	`jnl`	A review of novelty detection. Signal Process. Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
2014	—	`conf`	A scalable mHealth system for noncommunicable disease management. GHTC Gari D. Clifford, Carlos Arteta, Tingting Zhu, Marco A. F. Pimentel, Mauro D. Santos, João S. Domingos, Mohammad Ali Maraci, Joachim Behar, Julien Oster
2014	—	`conf`	A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes. MLSP Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard
2014	—	`conf`	Hidden Semi-Markov Model-Based Heartbeat Detection Using Multimodal data and Signal Quality Indices. CinC Marco A. F. Pimentel, Mauro D. Santos, David B. Springer, Gari D. Clifford
2014	—	`conf`	Multi-task Gaussian process models for biomedical applications. BHI Robert Dürichen, Marco A. F. Pimentel, Lei A. Clifton, Achim Schweikard, David A. Clifton
2014	—	`conf`	Physiological trajectory of patients pre and post ICU discharge EMBC Alistair E. W. Johnson, Jonathan Burgess, Marco A. F. Pimentel, David A. Clifton, J. Duncan Young, Peter J. Watkinson, Lionel Tarassenko
2014	J	`jnl`	Predictive Monitoring of Mobile Patients by Combining Clinical Observations With Data From Wearable Sensors. IEEE J. Biomed. Health Informatics Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
2014	—	`conf`	Respiratory rate estimation from the oscillometric waveform obtained from a non-invasive cuff-based blood pressure device. EMBC Marco A. F. Pimentel, Mauro D. Santos, Carlos Arteta, João S. Domingos, Mohammad Ali Maraci, Gari D. Clifford
2013	J	`jnl`	Gaussian Processes for Personalized e-Health Monitoring With Wearable Sensors. IEEE Trans. Biomed. Eng. Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
2013	—	`conf`	Gaussian process clustering for the functional characterisation of vital-sign trajectories. MLSP Marco A. F. Pimentel, David A. Clifton, Lionel Tarassenko
2013	J	`jnl`	Modelling physiological deterioration in post-operative patient vital-sign data. Medical Biol. Eng. Comput. Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
2013	—	`conf`	Probabilistic estimation of respiratory rate using Gaussian processes. EMBC Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Lionel Tarassenko
2012	—	`conf`	Gaussian process regression in vital-sign early warning systems. EMBC Lei A. Clifton, David A. Clifton, Marco A. F. Pimentel, Peter J. Watkinson, Lionel Tarassenko
2012	—	`conf`	Vital-sign Data Fusion Models for Post-operative Patients. BIOSIGNALS Marco A. F. Pimentel, David A. Clifton, Lei A. Clifton, Peter J. Watkinson, Lionel Tarassenko
2011	—	`conf`	Low-Cost Blood Pressure Monitor Device for Developing Countries. MobiHealth Carlos Arteta, João S. Domingos, Marco A. F. Pimentel, Mauro D. Santos, Corentin Chiffot, David B. Springer, Arvind Raghu, Gari D. Clifford