🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Giulia Menichetti

Brigham and Women's Hospital

ORCID: 0000-0001-5201-6774

Also affiliated with Northeastern University, Harvard University, Dana-Farber/Harvard Cancer Center

MedicineBiochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 6%percentile

0.276Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

CPIExtract: A software package to collect and harmonize small molecule and protein interactions

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.07.03.601957

Top 57%

0.276DataRank

Top 57%5 citations

Michael Sebek, Shi Chenghao, Gordana Ispirova, Giulia Menichetti, Andrea Piras

Papers

Driven by 16 papers — median percentile 43. Top paper: “Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization”.

Identification of potent inhibitors of SARS-CoV-2 infection by combined pharmacological evaluation and cellular network prioritization

iScience(2022)10.1016/j.isci.2022.104925

N/A

0.510DataRank · unranked

29 citations

Patrick T. Keiser, Deisy Morselli-Gysi, Giulia Menichetti, Hiroyuki Mori, Callie J. Donahue +21 more

CPIExtract: A software package to collect and harmonize small molecule and protein interactions

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.07.03.601957

Top 57%

0.276DataRank

Top 57%5 citations

Michael Sebek, Shi Chenghao, Gordana Ispirova, Giulia Menichetti, Andrea Piras

Machine Learning Prediction of Food Processing

medRxiv(2021)10.1101/2021.05.22.21257615

N/A

0DataRank · unranked

15 citations

Babak Ravandi, Dariush Mozaffarian, Albert-Ĺaszló Barabási, Giulia Menichetti

Identification of druggable host targets needed for SARS-CoV-2 infection by combined pharmacological evaluation and cellular network directed prioritization both in vitro and in vivo

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.04.20.440626

N/A

0DataRank · unranked

9 citations

Patrick T. Keiser, Deisy Morselli Gysi, Giulia Menichetti, Hiroyuki Mori, Callie J. Donahue +21 more

Nutritional redundancy in the human diet and its application in phenotype association studies

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.02.04.429776

N/A

0DataRank · unranked

1 citations

Yang Hu, Giulia Menichetti, Francine Grodstein, Shilpa N Bhupathiraju, Qi Sun +5 more

GroceryDB: Prevalence of Processed Food in Grocery Stores

medRxiv(2022)10.1101/2022.04.23.22274217

N/A

0DataRank · unranked

7 citations

Gordana Ispirova, Michael Sebek, Peter Mehler, Albert-Ĺaszló Barabási, Giulia Menichetti +1 more

Estimating Biochemical Concentration in Food Using Untargeted Metabolomics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.12.02.518912

N/A

0DataRank · unranked

1 citations

Giulia Menichetti, Albert-Ĺaszló Barabási, Michael Sebek

Improving the generalizability of protein-ligand binding predictions with AI-Bind

Nature Communications(2023)10.1038/s41467-023-37572-z

N/A

0DataRank · unranked

157 citations

Robin Walters, Zohair Shafi, Omair Shafi Ahmed, Michael Sebek, Deisy Morselli Gysi +5 more

Machine learning prediction of the degree of food processing

Nature Communications(2023)10.1038/s41467-023-37457-1

N/A

0DataRank · unranked

142 citations

Babak Ravandi, Dariush Mozaffarian, Albert-Ĺaszló Barabási, Giulia Menichetti

Nutritional redundancy in the human diet and its application in phenotype association studies

Nature Communications(2023)10.1038/s41467-023-39836-0

N/A

0DataRank · unranked

11 citations

Yang Hu, Giulia Menichetti, Francine Grodstein, Shilpa N Bhupathiraju, Qi Sun +5 more

Decoding the Foodome: Molecular Networks Connecting Diet and Health

Annual Review of Nutrition(2024)10.1146/annurev-nutr-062322-030557

N/A

0DataRank · unranked

24 citations

Albert-László Barabási, Joseph Loscalzo, Giulia Menichetti

Prevalence of processed foods in major US grocery stores

Nature Food(2025)10.1038/s43016-024-01095-7

N/A

0DataRank · unranked

24 citations

Gordana Ispirova, Michael Sebek, Peter Mehler, Albert-Ĺaszló Barabási, Giulia Menichetti +1 more

NetMedPy: a Python package for large-scale network medicine screening

Bioinformatics(2025)10.1093/bioinformatics/btaf338

N/A

0DataRank · unranked

1 citations

Michael Sebek, Gordana Ispirova, Rodrigo Dorantes-Gilardi, Joseph Loscalzo, Albert-László Barabási +2 more

A systematic comprehensive longitudinal evaluation of dietary factors associated with acute myocardial infarction and fatal coronary heart disease

Nature Communications(2020)10.1038/s41467-020-19888-2

N/A

0DataRank · unranked

65 citations

Giulia Menichetti, Yanping Li, Joseph Loscalzo, Walter C. Willett, Albert-Ĺaszló Barabási +1 more

Associations of Polyunsaturated Fatty Acids With Smoking-Related Epigenetic Alterations

Current Developments in Nutrition(2025)10.1016/j.cdnut.2025.107311

N/A

0DataRank · unranked

0 citations

Yichen Huang, Emily Phillips, Woei‐Yuh Saw, Katherine H. Shutta, Camila M. Lopes‐Ramos +5 more

Exploring food contents in scientific literature with FoodMine

Scientific Reports(2020)10.1038/s41598-020-73105-0

N/A

0DataRank · unranked

32 citations

Giulia Menichetti, Albert-Ĺaszló Barabási, Forrest Hooton