Albert Montillo

8PUBLICATIONS
13CO-AUTHORS
Sequence analysisMultimodal analysis and synthesisNeural networksComputational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)Semi- and unsupervised learning
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Publications (8)

|Jun 02, 2026
scMEDAL: interpretable single-cell transcriptomics analysis with batch effect visualization via deep mixed-effects autoencoder.

|Apr 01, 2025
scMEDAL for the interpretable analysis of single-cell transcriptomics data with batch effect visualization using a deep mixed effects autoencoder.

Aixa X Andrade, Son Nguyen, Albert Montillo

|Apr 12, 2024
Machine Learning Prediction of Lymph Node Metastasis in Breast Cancer: Performance of a Multi-institutional MRI-based 4D Convolutional Neural Network.

Dogan S Polat, Son Nguyen, Paniz Karbasi

|Nov 14, 2023
Novel machine learning approaches for improving the reproducibility and reliability of functional and effective connectivity from functional MRI.

Cooper J Mellema, Albert A Montillo

|Sep 13, 2022
BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping.

Kevin P Nguyen, Vyom Raval, Abu Minhajuddin

|Aug 25, 2022
Glaucoma Diagnosis Through the Integration of Optical Coherence Tomography/Angiography and Machine Learning Diagnostic Models.

Karanjit S Kooner, Ashika Angirekula, Alex H Treacher

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Frequent Collaborators

1 joint publications

Stefano Berto

1 joint publications

Alex H Treacher

1 joint publications

Emre Caglayan

1 joint publications

Michael J Gandal