Peter K. Sorger

Molecular Biology · 2001–2023

A researcher in the Science corpus: 23 papers; trusts 12 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

Molecular Biology — 336 citations into it; #17,295 of 17,773 by trust here, #1,520 by citations
Oncology — 83 citations into it
Computational Biology & Bioinformatics — 64 citations into it
Materials Chemistry — 46 citations into it
Biophysics — 38 citations into it
Biomedical Engineering — 27 citations into it; #6,979 of 10,734 by trust here, #4,314 by citations
Cell Biology — 16 citations into it
Electrical and Electronic Engineering — 8 citations into it

Whom Peter K. Sorger trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Peter K. Sorger overall

S. Marre

Papers from Peter K. Sorger's perspective

Ordered by how strongly the researchers Peter K. Sorger trusts endorse each paper. Same corpus, a different order for every researcher.

Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Regression Shrinkage and Selection via the Lasso
5分で分かる!? 有名論文ナナメ読み：Jacob Devlin et al. : BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding
Modeling and Simulation of Genetic Regulatory Systems: A Literature Review (J. Comput. Biol.)
Estimating the Dimension of a Model
Scaling Laws for Neural Language Models (arXiv.org)
How to infer gene networks from expression profiles (Molecular Systems Biology)
Addendum: Regularization and variable selection via the elastic net
Genetic Algorithms in Search Optimization and Machine Learning
Prediction and validation of the distinct dynamics of transient and sustained ERK activation (Nature Cell Biology)

Their papers

Single-sequence protein structure prediction using language models from deep learning (2021) — 64 citations
Dissecting the multicellular ecosystem of metastatic melanoma by single-cell RNA-seq (2016) — 4,371 citations
Towards a Rigorous Assessment of Systems Biology Models: The DREAM3 Challenges (2010) — 478 citations
Single-sequence protein structure prediction using language models and deep learning (2022) — 358 citations
Logic-Based Models for the Analysis of Cell Signaling Networks (2010) — 354 citations
Non-genetic origins of cell-to-cell variability in TRAIL-induced apoptosis (2009) — 1,065 citations
L1000CDS2: LINCS L1000 characteristic direction signatures search engine (2016) — 330 citations
Sequential Application of Anti-Cancer Drugs Enhances Cell Death by Re-wiring Apoptotic Signaling Networks (2012) — 673 citations
A role for the Adenomatous Polyposis Coli protein in chromosome segregation (2001) — 596 citations
Cells on chips (2006) — 2,077 citations
Highly multiplexed immunofluorescence imaging of human tissues and tumors using t-CyCIF and conventional optical microscopes (2018) — 595 citations
Systems biology and combination therapy in the quest for clinical efficacy (2006) — 582 citations
The Library of Integrated Network-based Cellular Signatures (LINCS) NIH Program: System-level Cataloging of Human Cells Response to Perturbations (2017) — 380 citations
OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization (2023) — 435 citations
The Open Microscopy Environment (OME) Data Model and XML file: open tools for informatics and quantitative analysis in biological imaging (2005) — 335 citations
Physicochemical modelling of cell signalling pathways (2006) — 630 citations
MAD2 haplo-insufficiency causes premature anaphase and chromosome instability in mammalian cells (2001) — 801 citations
Discrete logic modelling as a means to link protein signalling networks with functional analysis of mammalian signal transduction (2009) — 385 citations
SARS-CoV-2 infection protects against rechallenge in rhesus macaques (2020) — 813 citations
Obesity shapes metabolism in the tumor microenvironment to suppress anti-tumor immunity (2020) — 622 citations