© 2021

Artificial Intelligence in Medicine

19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, June 15–18, 2021, Proceedings

  • Allan Tucker
  • Pedro Henriques Abreu
  • Jaime Cardoso
  • Pedro Pereira Rodrigues
  • David Riaño
Conference proceedings AIME 2021

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12721)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 12721)

Table of contents

  1. Predictive Modelling

    1. Dympna O’Sullivan, Rilwan Basaru, Simone Stumpf, Neil Maiden
      Pages 157-162
    2. Marco Cotogni, Lucia Sacchi, Dejan Georgiev, Aleksander Sadikov
      Pages 163-167
    3. Alessia Gerbasi, Vida Groznik, Dejan Georgiev, Lucia Sacchi, Aleksander Sadikov
      Pages 168-172
  2. Temporal Data Analysis

    1. Front Matter
      Pages 173-173
    2. Joseph Miano, Charity Hilton, Vasu Gangrade, Mary Pomeroy, Jacqueline Siven, Michael Flynn et al.
      Pages 187-198
  3. Unsupervised Learning

    1. Front Matter
      Pages 217-217
    2. Melanie Hackl, Suparno Datta, Riccardo Miotto, Erwin Bottinger
      Pages 219-228
    3. Anita Valmarska, Nada Lavrač, Marko Robnik–Šikonja
      Pages 229-239
    4. Cheng Cheng, Jason Kennedy, Christopher Seymour, Jeremy C. Weiss
      Pages 240-245
    5. Antonio Lopez-Martinez-Carrasco, Jose M. Juarez, Manuel Campos, Bernardo Canovas-Segura
      Pages 246-251
    6. Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan
      Pages 252-257
    7. Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain MD
      Pages 258-262
  4. Planning and Decision Support

    1. Front Matter
      Pages 263-263
    2. Diogo Nogueira-Leite, João Miguel Alves, Manuel Marques-Cruz, Ricardo Cruz-Correia
      Pages 265-275
    3. Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
      Pages 276-286
    4. Milene Santos Teixeira, Ivan Donadello, Mauro Dragoni
      Pages 287-292
    5. Kordian Gontarska, Weronika Wrazen, Jossekin Beilharz, Robert Schmid, Lauritz Thamsen, Andreas Polze
      Pages 293-297

About these proceedings


This book constitutes the refereed proceedings of the 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, held as a virtual event, in June 2021.

The 28 full papers presented together with 30 short papers were selected from 138 submissions. The papers are grouped in topical sections on image analysis; predictive modelling; temporal data analysis; unsupervised learning; planning and decision support; deep learning; natural language processing; and knowledge representation and rule mining.


artificial intelligence machine learning life and medical sciences visualization HCI information retrieval data management systems probability and statistics deep learning education image analysis image processing internet learning neural networks

Editors and affiliations

  1. 1.Brunel University LondonUxbridgeUK
  2. 2.University of CoimbraCoimbraPortugal
  3. 3.University of PortoPortoPortugal
  4. 4.University of PortoPortoPortugal
  5. 5.Universitat Rovira i VirgiliTarragonaSpain

Bibliographic information