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scConfluence: single-cell diagonal integration with regularized Inverse Optimal Transport on weakly connected features

NotationsFor two vectors ({{bf{u}}}in {{mathbb{R}}}^{{n}_{u}}) and ({{bf{v}}}in {{mathbb{R}}}^{{n}_{v}}), we use the notations:({left({{bf{u}}}otimes {{bf{v}}}right)}_{{ij}}={u}_{i}{v}_{j}) and ({left({{bf{u}}}oplus {{bf{v}}}right)}_{{ij}}={u}_{i}+{v}_{j}). For two matrices ({{bf{U}}}in {{mathbb{R}}}^{ntimes d}) and ({{bf{V}}}in...

Automatic ploidy prediction and quality assessment of human blastocysts using time-lapse imaging

Characteristics of datasetsThe study was performed in accordance with relevant guidelines and regulations. The study was approved by the Institutional Review Board at Weill...

Assessing the role of evolutionary information for enhancing protein language model embeddings

Zemla, A., Venclovas, C., Fidelis, K. & Rost, B. A modified definition of Sov, a segment-based measure for protein secondary structure prediction assessment. Proteins...

An artificial intelligence accelerated virtual screening platform for drug discovery

Computational methodsThe computational methods are organized into three primary sections. The first section focuses on the development of the Rosetta general forcefield for virtual...

A global metric of immune health

A global metric of immune health

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