IVDr Ioannis ValasakisCV

Work

Work仕事

Case studies in signal processing and machine learning, and the open-source tools around them.

01Enhancing the Glasgow ECG Analysis Program

A deep-learning layer that improves atrial-fibrillation detection in the Glasgow ECG program.

Apr 2025 — Present

023D Variational Networks for Coronary MR Angiography

Learned reconstruction for faster, cleaner cardiac imaging.

03Explainable AI for Neuroimaging

Making deep models legible for clinical neuroscience.

04LLM-Assisted Genomics Pipelines

Automating genomic data-analysis pipelines with custom models.

Oct 2020 — Sep 2021

02 — Open source

Open source制作

Tools and systems work. Research software and the odd creative-tech experiment.

NeuroExplain

A Python library for explainable AI on graph and imaging models. SmoothGrad, Grad-CAM, and integrated gradients for attribution.

PythonPyTorchXAI

bluewand-python

Open-source Python API for the KANO Wand, with Bluetooth LE motion control for creative coding.

PythonBluetooth LEIoTOpen Source

Redox OS — ARM64 Port

Contributed to porting Redox OS to ARM aarch64. Low-level Rust systems programming.

RustOS DevARM64Systems

Connectivity VisualiserInteractive tool for exploring functional connectivity matrices and network metrics.PhotoPiePython wrapper that automates Adobe Photoshop for batch image processing and scripting.