XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data

2021

Research article

Withnell E, Zhang X, Sun K, Guo Y

arXiv (Preprint)

Plasma proteome alterations by MAPK inhibitors in BRAFV600-mutated metastatic cutaneous melanoma

2021

Research article

Babačić H, Eriksson H, Pernemalm M

Neoplasia

Reprogramming of pro-tumor macrophages by hydroxychloroquine in an abdominally metastasized diffuse midline glioma

2021

Research article

Hendrik G Stunnenberg, Cristian Ruiz Moreno, Farid Keramati, Peter Brazda, Wout Megchelenbrink, Brigit te Pas, Kim Boshuisen, Helena C Besse, Lennart Kester, Mariette Kranendonk, Jasper van der Lugt, Dannis van Vuurden

medRxiv (Preprint)

A Label-Free DNA-Immunosensor Based on Aminated rGO Electrode for the Quantification of DNA Methylation

2021

Research article

Safarzadeh M, Suhail A, Sethi J, Sattar A, Jenkins D, Pan G

Nanomaterials

Time to focus on circulating nucleic acids for diagnosis and monitoring of gliomas: A systematic review of their role as biomarkers

2021

Review

Díaz Méndez AB, Tremante E, Regazzo G, Brandner S, Rizzo MG

Neuropathology and Applied Neurobiology

FO‐SPR biosensor calibrated with recombinant extracellular vesicles enables specific and sensitive detection directly in complex matrices

2021

Research article

Yildizhan Y, Vajrala VS, Geeurickx E, Declerck C, Duskunovic N, De Sutter D, Noppen S, Delport F, Schols D, Swinnen JV, Eyckerman S

Journal of extracellular vesicles

Fused inverse-normal method for integrated differential expression analysis of RNA-seq data.

2021

Research article

Prasad B, Li X

arXiv (Preprint)

Label free detection of miRNA-21 with electrolyte gated organic field effect transistors (EGOFETs)

2021

Research article

Selvaraj M, Greco P, Sensi M, Saygin GD, Bellassai N, D'Agata R, Spoto G, Biscarini F

Biosensors and Bioelectronics

OmiEmbed: A Unified Multi-Task Deep Learning Framework for Multi-Omics Data

2021

Research article

Zhang X., Xing Y., Sun K., Guo Y

Cancers

Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins?

2020

Review

Georges-Filteau J, Cirillo E

ArXiv (Preprint)

Concept and Building Blocks of a Business Model: A Systematic Literature Review

2020

Review

Gao B, Liu S, Pan G, Ong AP

Journal of Economics, Business and Management

Large-Scale Analysis Reveals Gene Signature for Survival Prediction in Primary Glioblastoma

2020

Research article

Prasad B, Tian Y, Li X

Molecular Neurobiology

Label-free immunodetection of α-synuclein by using a microfluidics coplanar electrolyte-gated organic field-effect transistor

2020

Research article

Ricci S, Casalini S, Parkula V, Selvaraj M, Saygin GD, Greco P, Biscarini F, Mas-Torrent M

Biosensors and Bioelectronics

In-depth plasma proteomics reveals increase in circulating PD-1 during anti-PD-1 immunotherapy in patients with metastatic cutaneous melanoma

2020

Research article

Babačić H, Lehtiö J, Pico de Coaña Y, Pernemalm M, and Eriksson H

Journal for ImmunoTherapy of Cancer (JITC)

Diffuse large B-cell lymphoma: Time to focus on circulating blood nucleic acids?

2020

Review

Regazzo G, Marchesi F, Spagnuolo M, Méndez AB, Masi S, Mengarelli A, Rizzo MG

Blood Reviews

Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification

2019

Conference

Zhang X., Zhang J., Sun K., Yang X., Dai C., Guo Y.

Proceedings 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Surface Plasmon Resonance for Biomarker Detection: Advances in Non-invasive Cancer Diagnosis

2019

Review

Bellassai N., D'Agata R., Jungbluth V., Spoto G.

Frontiers in chemistry