Abstract is missing.
- Alzheimer's Disease Modelling and Staging Through Independent Gaussian Process Analysis of Spatio-Temporal Brain ChangesClement Abi Nader, Nicholas Ayache, Philippe Robert, Marco Lorenzi. 3-14 [doi]
- Multi-channel Stochastic Variational Inference for the Joint Analysis of Heterogeneous Biomedical Data in Alzheimer's DiseaseLuigi Antelmi, Nicholas Ayache, Philippe Robert, Marco Lorenzi. 15-23 [doi]
- Visualizing Convolutional Networks for MRI-Based Diagnosis of Alzheimer's DiseaseJohannes Rieke, Fabian Eitel, Martin Weygandt, John-Dylan Haynes, Kerstin Ritter. 24-31 [doi]
- Finding Effective Ways to (Machine) Learn fMRI-Based Classifiers from Multi-site DataRoberto Vega, Russ Greiner. 32-39 [doi]
- To Learn or Not to Learn Features for Deformable Registration?Aabhas Majumdar, Raghav Mehta, Jayanthi Sivaswamy. 52-60 [doi]
- Evaluation of Strategies for PET Motion Correction - Manifold Learning vs. Deep LearningJames R. Clough, Daniel R. Balfour, Claudia Prieto, Andrew J. Reader, Paul K. Marsden, Andrew P. King. 61-69 [doi]
- Exploring Adversarial Examples - Patterns of One-Pixel AttacksDavid Kügler, Alexander Distergoft, Arjan Kuijper, Anirban Mukhopadhyay. 70-78 [doi]
- Shortcomings of Ventricle Segmentation Using Deep Convolutional NetworksMuhan Shao, Shuo Han, Aaron Carass, Xiang Li, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen. 79-86 [doi]
- Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial AttacksSaeid Asgari Taghanaki, Arkadeep Das, Ghassan Hamarneh. 87-94 [doi]
- Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic ImagesNoel C. F. Codella, Chung-Ching Lin, Allan Halpern, Michael Hind, Rogério Schmidt Feris, John R. Smith. 97-105 [doi]
- Automatic Brain Tumor Grading from MRI Data Using Convolutional Neural Networks and Quality AssessmentSérgio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes 0001, Carlos A. Silva. 106-114 [doi]
- Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion ClassificationPieter Van Molle, Miguel De Strooper, Tim Verbelen, Bert Vankeirsbilck, Pieter Simoens, Bart Dhoedt. 115-123 [doi]
- Regression Concept Vectors for Bidirectional Explanations in HistopathologyMara Graziani, Vincent Andrearczyk, Henning Müller. 124-132 [doi]
- Towards Complementary Explanations Using Deep Neural NetworksWilson Silva, Kelwin Fernandes, Maria João Cardoso, Jaime S. Cardoso. 133-140 [doi]
- How Users Perceive Content-Based Image Retrieval for Identifying Skin ImagesMahya Sadeghi, Parmit K. Chilana, M. Stella Atkins. 141-148 [doi]