Andreia S. Martins

Orcid: 0000-0003-0542-493X

According to our database1, Andreia S. Martins authored at least 8 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2022
2023
2024
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2
3
4
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1
2
2
2

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep Temporal Consensus Clustering for Patient Stratification in Amyotrophic Lateral Sclerosis.
Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

Predicting the Functional Rating Scale and Self-Assessment Status of ALS Patients with Sensor Data.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review.
Artif. Intell. Medicine, August, 2023

Survival Analysis for Multiple Sclerosis: Predicting Risk of Disease Worsening.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Investigating the Impact of Environmental Data on ALS Prognosis with Survival Analysis.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
Learning Prognostic Models Using Disease Progression Patterns: Predicting the Need for Non-Invasive Ventilation in Amyotrophic Lateral Sclerosis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Explaining Artificial Intelligence Predictions of Disease Progression with Semantic Similarity.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Hierarchical Modelling for ALS Prognosis: Predicting the Progression Towards Critical Events.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022


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