Wilson Silva Email & Phone Number

Utrecht, Netherlands

Explainable AI for Life.https://www.uu.nl/en/research/ai-data-science/ai-technology-for-life

Amsterdam, North Holland, Netherlands

https://radiology.nkiai.nl/research/trustworthy-ai/Leading the research line on Trustworthy AI: - Generalizability (inductive bias, disentanglement learning)- Privacy (visual anonymization, federated learning)- Explainable AI (concept discovery, causal learning)

Teaching position.Responsible for the practical classes of Programming and Artificial Intelligence courses: - Computer-Aided Diagnostics (M.BIO001)- Machine Learning (M.EEC006)- Fundamentals of Machine Learning for Computer Vision (MVCOMP02)- Data Structures and Algorithms (L.EEC009)

Porto, Portugal

Visual Computing and Machine Intelligence Group (http://vcmi.inesctec.pt/)Breast Research Group (http://vcmi.inesctec.pt/breast/)Research topics of interest: - Interpretable/Explainable Machine Learning;- Privacy-preserving Machine Learning for Healthcare;- Aesthetic Evaluation of Breast Cancer Conservative Treatment;- Ordinal Classification;Co-supervision of Master's Thesis Students: Tiago Gonçalves (2018/2019). "Deep Aesthetic Assessment of Breast Cancer Surgery Outcomes"(https://repositorio-aberto.up.pt/bitstream/10216/121865/2/346267.pdf)Helena Montenegro (2020/2021). "A privacy-preserving framework for case-based interpretability in machine learning" (https://repositorio-aberto.up.pt/bitstream/10216/135434/2/486982.pdf)Diogo Mata (2021/2022). "Biomedical multimodal explanations – increasing diversity and complementarity in Explainable Artificial Intelligence" Maria Carvalho (2021/2022). "Towards Biometrically-morphed Medical Case-based Explanations"Co-Organizer: VISUM SUMMER SCHOOL 2018, 2019, 2020, 2021, and 2022. (http://visum.inesctec.pt/)Co-Organizer: - iMIMIC at MICCAI 2020, 2021, 2022 (http://imimic-workshop.com/) - XAI4Biometrics at WACV 2021, 2022 (http://vcmi.inesctec.pt/xai4biom_wacv/)- MICCAI Hackathon at MICCAI 2021, 2022 (https://2021.miccai-hackathon.com/)Reviewer at: iMIMIC at MICCAI 2019 (http://imimic-workshop.com/)MICCAI 2019, 2020, 2021, 2022 (https://www.miccai2021.org/)EMBC 2022 (https://embc.embs.org/2022/Applied AI Letters Journal (https://onlinelibrary.wiley.com/journal/26895595)

Porto, Portugal

Integrated Master in Bioengineering.Responsible for the practical classes of the following courses:1st Semester 2020/2021 - Computer-Aided Diagnostics (EBE0149);Computer-Aided Diagnostics (EBE0149) program:- Introduction to Learning Theory.- Introduction to Linear Regression.- Generative Classifiers.- Non-Generative Classifiers.- Model Selection and evaluation.- Introduction to Neural Networks.- Introduction to Deep Neural Networks. Introduction to Convolutional Neural Networks.- Unsupervised Learning.

Bern, Berne, Switzerland

University of Bern | Insel Data Science Center (Inselspital - Bern University Hospital)Worked under the supervision of Professor Mauricio Reyes and PD Dr Alexander Poellinger:- Interpretability-guided Content-based Medical Image Retrieval (MICCAI 2020 paper)- MICCAI 2020 Student Travel Award

Porto, Portugal

Integrated Master in Electrical and Computers Engineering. Responsible for the laboratories and practical classes of the following courses:1st Semester 2018/2019 - Laboratory of Digital Systems (EEC0006);2nd Semester 2018/2019 - Programming 2 (EEC0009);Laboratory of Digital Systems (EEC0006) program: - Binary arithmetic. Boolean Algebra.- Analysis and synthesis of combinational circuits.- Synchronous sequential circuits and finite state machines.- Structural description and simulation of digital circuits using Verilog.- Introduction to the architecture of microprocessors and identification of its main components.- Assembly language programming. Subroutines and structured programming. Programming 2 (EEC0009) program:- Programming in C and Development Methodologies.- Low-level programming.- Fundamentals about algorithms.- Data structures (lists, queues, stacks, hash tables, trees, heaps, graphs).

Lisbon, Portugal

IT Audit and Financial Audit Support:- QoS Audit in Healthcare- CAATS / Substantive Testing (Industries: Insurance, Wholesale, Financial Services) - General IT Controls (Industries: Financial Services, Information Technology)

Porto, Portugal

Software Defined Radar for Medical Imaging (Grade: 19/20)Supervisor: Prof. João Paulo Cunha

Porto, Portugal

Integrated Master in Electrical and Computers Engineering. Worked alongside the Professor to assist students during practical classes of the following courses:1st Semester 2015/2016 - Laboratory of Digital Systems (EEC0006);1st Semester 2013/2014 - Programming 1 (EEC0005);

Doctor Of Philosophy - Phd, Electrical And Computer Engineering (Computer Vision | Machine Learning | Medical Image Analysis)

FCT Ph.D. Grant Main Publications: - A Uniform Performance Index for Ordinal Classification with Imbalanced Classes. (IJCNN 2018).

Integrated Master, Electrical And Computer Engineering, 17/20 (Top 10%)

Major: Telecommunications, Electronics and Computers Specialization: Communication Technologies Master Thesis: Software Defined Radar.

Master'S Degree, Electrical Engineering And Information Technologies

Visiting Student / Erasmus + First Semester (Winter Semester): - Optical Engineering (Karlsruhe School of Optics and Photonics,KSOP).

High School, Science And Technology, 18/20