A. Aldo Faisal - Publications, H-index & Citations

A. Aldo Faisal

imperial college london

40H指数

344论文数

9.8K被引数

收录论文 38

发表时间

1552: FIRST EVALUATION OF A REAL-TIME REINFORCEMENT LEARNING DECISION SUPPORT SYSTEM FOR SEPSIS IN THE ICU 1552：实时强化学习决策支持系统在ICU中用于脓毒症的第一项评估

Critical Care Medicine

IF6

2026-03-03

PREAI

Komorowski, Matthieu; Li, Luchen; El-kotob, Qamar; Festor, Paul; Nagendran, Myura; Ni, Melody; Buckle, Peter W; Miccoci, Massimo; Zamora Talaya, Maria Bernarda; Kettley-Linsell, Hannah; Fagbodun, Elizabeth O; Glampson, Ben; Harris, Steve; Brealey, David; Faisal, Aldo A; Gordon, Anthony

Partner-sourced haptic feedback rather than environmental inputs drives coordination improvement in human dyadic collaboration 伙伴来源的触觉反馈而非环境输入，驱动了人类双人协作中的协调性提升。

Scientific Reports

IF3.9

2025-11-18

OAAI

Yiming Liu; Raz Leib; William Dudley; Ali Shafti; A. Aldo Faisal; David W. Franklin

Speaker-independent dysarthria severity classification using self-supervised transformers and multi-task learning

PLOS Digital Health

IF0

2025-11-01

PREAI

Kadirvelu, Balasundaram; Stumpf, Lauren; Waibel, Sigourney; Faisal, A. Aldo

The 'Sandwich' meta-framework for architecture agnostic deep privacy-preserving transfer learning for non-invasive brainwave decoding

JOURNAL OF NEURAL ENGINEERING

IF3.8

2025-01-23

OAAI

Wei, Xiaoxi; Narayan, Jyotindra; Faisal, A. Aldo

Detection of optic disc in human retinal images utilizing the Bitterling Fish Optimization (BFO) algorithm

SCIENTIFIC REPORTS

IF3.9

2024-10-28

OAAI

Faisal, Azhar; Munilla, Jorge; Rahebi, Javad

Prediction of mental health risk in adolescents via a smartphone app: a feasibility pilot study

EUROPEAN JOURNAL OF PUBLIC HEALTH

IF3.9

2024-10-28

OAAI

Bel, T. Bellido; Kadirvelu, B.; Freccero, A.; Di Simplicio, M.; Faisal, A. A.; Nicholls, D.

Eye tracking insights into physician behaviour with safe and unsafe explainable AI recommendations

NPJ DIGITAL MEDICINE

IF15.1

2024-08-02

OAAI

Nagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.

Learning to optimise wind farms with graph transformers 学习使用图形变压器优化风电场

APPLIED ENERGY

IF11

2024-04-01

OAAI

Li, Siyi; Robert, Arnaud; Faisal, A. Aldo; Piggott, Matthew D.

Bridging the equity gap towards inclusive artificial intelligence in healthcare diagnostics

BMJ-BRITISH MEDICAL JOURNAL

IF42.7

2024-02-29

OAAI

Chan, See Chai Carol; Neves, Ana Luisa; Majeed, Azeem; Faisal, Aldo

EEG decoding for datasets with heterogenous electrode configurations using transfer learning graph neural networks

JOURNAL OF NEURAL ENGINEERING

IF3.8

2023-12-12

OAAI

Han, Jinpei; Wei, Xiaoxi; Faisal, A. Aldo

Quantifying the impact of AI recommendations with explanations on prescription decision making

NPJ DIGITAL MEDICINE

IF15.1

2023-11-07

OAAI

Nagendran, Myura; Festor, Paul; Komorowski, Matthieu; Gordon, Anthony C.; Faisal, Aldo A.

Wearable full-body motion tracking of activities of daily living predicts disease trajectory in Duchenne muscular dystrophy

NATURE MEDICINE

IF50

2023-01-19

OAAI

Ricotti, Valeria; Kadirvelu, Balasundaram; Selby, Victoria; Festenstein, Richard; Mercuri, Eugenio; Voit, Thomas; Faisal, A. Aldo

A wearable motion capture suit and machine learning predict disease progression in Friedreich's ataxia

NATURE MEDICINE

IF50

2023-01-19

OAAI

Kadirvelu, Balasundaram; Gavriel, Constantinos; Nageshwaran, Sathiji; Chan, Jackson Ping Kei; Nethisinghe, Suran; Athanasopoulos, Stavros; Ricotti, Valeria; Voit, Thomas; Giunti, Paola; Festenstein, Richard; Faisal, A. Aldo

Challenges and recommendations for high quality research using electronic health records 使用电子健康记录进行高质量研究的挑战和建议

FRONTIERS IN DIGITAL HEALTH

IF3.8

2022-08-19

OAAI

Honeyford, K.; Expert, P.; Mendelsohn, E. E.; Post, B.; Faisal, A. A.; Glampson, B.; Mayer, E. K.; Costelloe, C. E.

Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment 确保基于AI的临床决策支持系统的安全性: 败血症治疗AI临床医生的案例研究

BMJ HEALTH & CARE INFORMATICS

IF4.4

2022-07-17

OAAI

Festor, Paul; Jia, Yan; Gordon, Anthony C.; Faisal, A. Aldo; Habli, Ibrahim; Komorowski, Matthieu

Movement-specific signaling is differentially distributed across motor cortex layer 5 projection neuron classes

CELL REPORTS

IF6.9

2022-05-01

OAAI

Currie, Stephen P.; Ammer, Julian J.; Premchand, Brian; Dacre, Joshua; Wu, Yufei; Eleftheriou, Constantinos; Colligan, Matt; Clarke, Thomas; Mitchell, Leah; Faisal, A. Aldo; Hennig, Matthias H.; Duguid, Ian

Variation in global COVID-19 symptoms by geography and by chronic disease: A global survey using the COVID-19 Symptom Mapper

ECLINICALMEDICINE

IF10

2022-03-01

OAAI

Kadirvelu, Balasundaram; Burcea, Gabriel; Quint, Jennifer K.; Costelloe, Ceire E.; Faisal, A. Aldo

Playing the piano with a robotic third thumb: assessing constraints of human augmentation

SCIENTIFIC REPORTS

IF3.9

2021-11-01

OAAI

Shafti, Ali; Haar, Shlomi; Mio, Renato; Guilleminot, Pierre; Faisal, A. Aldo

Deep learning multimodal fNIRS and EEG signals for bimanual grip force decoding 用于双手握力解码的深度学习多模态fNIRS和EEG信号

JOURNAL OF NEURAL ENGINEERING

IF3.8

2021-08-31

OAAI

Ortega, Pablo; Faisal, A. Aldo

Dissociable effects of age and Parkinson's disease on instruction-based learning

BRAIN COMMUNICATIONS

IF4.5

2021-08-28

OAAI

Parkin, Beth L.; Daws, Richard E.; Das-Neves, Ines; Violante, Ines R.; Soreq, Eyal; Faisal, A. Aldo; Sandrone, Stefano; Lao-Kaim, Nicholas P.; Martin-Bastida, Antonio; Roussakis, Andreas-Antonios; Piccini, Paola; Hampshire, Adam

研究方向