Madani, Ali

Deep learning-enabled medical computer vision

Esteva, A., Chou, K., Yeung, S., Naik, N., Madani, A., Mottaghi, A., Liu, Y., Topol, E., Dean, J., & Socher, R. (2021) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationAdvanced Neural Network Applications

Cited by 1,406

Large language models generate functional protein sequences across diverse families

Madani, A., Krause, B., Greene, E. R., Subramanian, S., Mohr, B. P., Holton, J. M., Olmos, J. L., Xiong, C., Sun, Z. Z., Socher, R., et al. (2023) · Nature Biotechnology

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 1,078

Fast and accurate view classification of echocardiograms using deep learning

Madani, A., Arnaout, R., Mofrad, M., & Arnaout, R. (2018) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 585

ProGen2: Exploring the boundaries of protein language models

Nijkamp, E., Ruffolo, J. A., Weinstein, E. N., Naik, N., & Madani, A. (2023) · Cell Systems

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 480

BERTology Meets Biology: Interpreting Attention in Protein Language Models

Vig, J., Madani, A., Varshney, L. R., Xiong, C., Socher, R., & Rajani, N. F. (2020) · bioRxiv (Cold Spring Harbor Laboratory)

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 338

Deep echocardiography: data-efficient supervised and semi-supervised deep learning towards automated diagnosis of cardiac disease

Madani, A., Ong, J. R., Tibrewal, A., & Mofrad, M. R. K. (2018) · npj Digital Medicine

Artificial Intelligence in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 250

Design of highly functional genome editors by modeling the universe of CRISPR-Cas sequences

Ruffolo, J. A., Nayfach, S., Gallagher, J., Bhatnagar, A., Beazer, J., Hussain, R., Russ, J., Yip, J., Hill, E., Pacesa, M., et al. (2024) · bioRxiv (Cold Spring Harbor Laboratory)

CRISPR and Genetic EngineeringRNA regulation and disease

Cited by 90

Bimodal network architectures for automatic generation of image annotation from text

Moradi, M., Madani, A., Gur, Y., Guo, Y., & Syeda-Mahmood, T. (2018) · arXiv

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 20

Bimodal Network Architectures for Automatic Generation of Image Annotation from Text

Moradi, M., Madani, A., Gur, Y., Guo, Y., & Syeda-Mahmood, T. (2018) · Lecture Notes in Computer Science

Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques

Cited by 20