Author

C. Lamont

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Biophysics· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cancer & tumor microenvironment· 1 Approach:deep learning· 1 Organism:mouse· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

A. Ivanov· 1 shared A. Nourmohammad· 1 shared D. Barbolosi· 1 shared J. Otwinowski· 1 shared L. Hlatky· 1 shared M. N. Pun· 1 shared P. Bradley· 1 shared P. Hahnfeldt· 1 shared

Activity by Year

2017-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBiophysics

A. Ivanov

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Author profile →

2 papers

Recent·Most cited

Learning the shape of protein micro-environments with a holographic convolutional neural network

M. N. Pun, A. Ivanov, Q. Bellamy, Z. Montague, C. LaMont, P. Bradley, J. Otwinowski, A. Nourmohammad

This paper introduces H-CNN, a machine learning model that predicts mutation impacts on protein function using structural and evolutionary data.

bioRxiv · Oct 31, 2022 · PreprintBiophysics

Mathematical modeling of tumor-tumor distant interactions supports a systemic control of tumor growth

S. Benzekry, C. Lamont, D. Barbolosi, L. Hlatky, P. Hahnfeldt

The paper uses mathematical models and experiments to show that tumor growth is suppressed when two tumors coexist, supporting a proliferation inhibition mechanism over competition or angiogenesis inhibition.

bioRxiv · Jul 26, 2017Cancer Biology