Mohammad Lotfollahi

According to our database, Mohammad Lotfollahi authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Integration and Querying of Multimodal Single-Cell Data with PoE-VAE.

Anastasia Litinetskaya, Maiia Schulman, Fabiola Curion, Artur Szalata, Alireza Omidi, Mohammad Lotfollahi, Fabian J. Theis

Proceedings of the Research in Computational Molecular Biology, 2025

2024

Deep learning in spatially resolved transcriptomics: a comprehensive technical view.

Roxana Zahedi, Reza Ghamsari, Ahmadreza Argha, Callum Macphillamy, Amin Beheshti, Roohallah Alizadehsani, Nigel H. Lovell, Mohammad Lotfollahi, Hamid Alinejad-Rokny

Briefings Bioinform., 2024

2022

Predicting single-cell perturbation responses for unseen drugs.

Leon Hetzel, Simon Böhm, Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, Fabian J. Theis

CoRR, 2022

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution.

Leon Hetzel, Simon Böhm, Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, Fabian J. Theis

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Deep packet: a novel approach for encrypted traffic classification using deep learning.

Mohammad Lotfollahi, Mahdi Jafari Siavoshani, Ramin Shirali Hossein Zade, Mohammdsadegh Saberian

Soft Comput., 2020

Conditional out-of-distribution generation for unpaired data using transfer VAE.

Mohammad Lotfollahi, Mohsen Naghipourfar, Fabian J. Theis, F. Alexander Wolf

Bioinform., 2020

2019

Conditional out-of-sample generation for unpaired data using trVAE.

Mohammad Lotfollahi, Mohsen Naghipourfar, Fabian J. Theis, F. Alexander Wolf

CoRR, 2019