Search Results for author: Donald Adjeroh

Found 10 papers, 4 papers with code

TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network

1 code implementation15 Dec 2023 Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald Adjeroh, Ngan Le

As a result, we introduce a specialized network called the Multimodal Time and Spectrogram Restoration Network (TSRNet) designed specifically for detecting anomalies in ECG signals.

Anomaly Detection Time Series

SAM3D: Segment Anything Model in Volumetric Medical Images

2 code implementations7 Sep 2023 Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le

Image segmentation remains a pivotal component in medical image analysis, aiding in the extraction of critical information for precise diagnostic practices.

Image Segmentation Segmentation +1

Distributionally Robust Cross Subject EEG Decoding

no code implementations19 Aug 2023 Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald Adjeroh

In this work, we propose a principled approach to perform dynamic evolution on the data for improvement of decoding robustness.

Data Augmentation EEG +1

Topic Modeling in Density Functional Theory on Citations of Condensed Matter Electronic Structure Packages

no code implementations16 Feb 2023 Marie Dumaz, Camila Romero-Bohorquez, Donald Adjeroh, Aldo H. Romero

With an increasing number of new scientific papers being released, it becomes harder for researchers to be aware of recent articles in their field of study.

Attribute Word Similarity

Learning Representations for Masked Facial Recovery

no code implementations28 Dec 2022 Zaigham Randhawa, Shivang Patel, Donald Adjeroh, Gianfranco Doretto

The pandemic of these very recent years has led to a dramatic increase in people wearing protective masks in public venues.

Face Recognition Face Reconstruction +1

Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning

1 code implementation30 Sep 2022 Thinh Phan, Duc Le, Patel Brijesh, Donald Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le

Electrocardiogram (ECG) signal is one of the most effective sources of information mainly employed for the diagnosis and prediction of cardiovascular diseases (CVDs) connected with the abnormalities in heart rhythm.

ECG Classification Self-Knowledge Distillation +3

An Information-Theoretic Framework for Identifying Age-Related Genes Using Human Dermal Fibroblast Transcriptome Data

no code implementations4 Nov 2021 Salman Mohamadi, Donald Adjeroh

Investigation of age-related genes is of great importance for multiple purposes, for instance, improving our understanding of the mechanism of ageing, increasing life expectancy, age prediction, and other healthcare applications.

Adversarial Latent Autoencoders

12 code implementations CVPR 2020 Stanislav Pidhorskyi, Donald Adjeroh, Gianfranco Doretto

We designed two autoencoders: one based on a MLP encoder, and another based on a StyleGAN generator, which we call StyleALAE.

Ranked #5 on Image Generation on CelebA 256x256 (FID metric)

Disentanglement Image Generation

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