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

Cassie S. Mitchell

Georgia Institute of Technology

ORCID: 0000-0002-5472-6355

Also affiliated with Emory University, Atlanta Technical College

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 5%percentile
0.464Author DataRank

Indexed papers

3in 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 3 indexed papers 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 →

Top data-sharing exemplar

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

Comparing therapeutic modulators of the SOD1 G93A Amyotrophic Lateral Sclerosis mouse pathophysiology

Frontiers in Neuroscience(2023)10.3389/fnins.2022.1111763
Top 55%
0.300DataRank
Top 55%5 citations

Tyler E. Kittel, Renaid B. Kim, Thao-Nguyen Bach, Tian Zhang, Cassie S. Mitchell +1 more

Papers

Driven by 29 papers — median percentile 37. Top paper: “Literature-Based Discovery to Elucidate the Biological Links between Resistant Hypertension and COVID-19”.

Literature-Based Discovery to Elucidate the Biological Links between Resistant Hypertension and COVID-19

Biology(2023)10.3390/biology12091269
N/A
0.330DataRank · unranked
8 citations

Kevin McCoy, Janhvi Dubey, Dongyu Zhang, Kevin Zheng, Rushda Umrani +3 more

Comparing therapeutic modulators of the SOD1 G93A Amyotrophic Lateral Sclerosis mouse pathophysiology

Frontiers in Neuroscience(2023)10.3389/fnins.2022.1111763
Top 55%
0.300DataRank
Top 55%5 citations

Tyler E. Kittel, Renaid B. Kim, Thao-Nguyen Bach, Tian Zhang, Cassie S. Mitchell +1 more

BioSift: A Dataset for Filtering Biomedical Abstracts for Drug Repurposing and Clinical Meta-Analysis

PubMed(2023)10.1145/3539618.3591897
Top 70%
0.165DataRank
Top 70%2 citations

Irfan Al-Hussaini, H Turner, Jennifer Deng, Shubham Lohiya, Prasanth Bathala +2 more

Cross-Domain Text Mining to Predict Adverse Events from Tyrosine Kinase Inhibitors for Chronic Myeloid Leukemia

Cancers(2022)10.3390/cancers14194686
N/A
0DataRank · unranked
22 citations

Armon Varmeziar, Xinyu Chen, Olivia Kronick, Rachel M. Fisher, Vamsi Kota +2 more

Optimizations for Computing Relatedness in Biomedical Heterogeneous Information Networks: SemNet 2.0

Big Data and Cognitive Computing(2022)10.3390/bdcc6010027
N/A
0DataRank · unranked
15 citations

Chidozie Onyeze, David Kartchner, Stephen A. Allegri, Davi Nakajima An, Kevin McCoy +3 more

Rule-Enhanced Active Learning for Semi-Automated Weak Supervision

AI(2022)10.3390/ai3010013
N/A
0DataRank · unranked
6 citations

Davi Nakajima An, Wendi Ren, Chao Zhang, Cassie S. Mitchell, David Kartchner

SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features

Proceedings of the 31st ACM International Conference on Information & Knowledge Management(2022)10.1145/3511808.3557700
N/A
0DataRank · unranked
6 citations

Cassie S. Mitchell, Irfan Al-Hussaini

Hematological Adverse Events with Tyrosine Kinase Inhibitors for Chronic Myeloid Leukemia: A Systematic Review with Meta-Analysis

Cancers(2023)10.3390/cancers15174354
N/A
0DataRank · unranked
21 citations

Xinyu Chen, Nidhi Mehra, Armon Varmeziar, Rachel M. Fisher, David Kartchner +3 more

SeizFt: Interpretable Machine Learning for Seizure Detection Using Wearables

Bioengineering(2023)10.3390/bioengineering10080918
N/A
0DataRank · unranked
22 citations

Cassie S. Mitchell, Irfan Al-Hussaini

Literature-Based Discovery Predicts Antihistamines Are a Promising Repurposed Adjuvant Therapy for Parkinson’s Disease

International Journal of Molecular Sciences(2023)10.3390/ijms241512339
N/A
0DataRank · unranked
17 citations

Amy Yoone, Rhea Mathew, Minzhi Wang, Chadwick M. Hales, Cassie S. Mitchell +1 more

Data Augmentation with Cross-Modal Variational Autoencoders (DACMVA) for Cancer Survival Prediction

Information(2023)10.3390/info15010007
N/A
0DataRank · unranked
8 citations

Cassie S. Mitchell, Sara Rajaram

sEBM: Scaling Event Based Models to Predict Disease Progression via Implicit Biomarker Selection and Clustering

Lecture notes in computer science(2023)10.1007/978-3-031-34048-2_17
N/A
0DataRank · unranked
6 citations

Anna Kirkpatrick, Cassie S. Mitchell, Raghav Tandon

Predictors of Cognitive Decline in Healthy Middle-Aged Individuals with Asymptomatic Alzheimer’s Disease

Research Square(2023)10.21203/rs.3.rs-2577025/v1
N/A
0DataRank · unranked
4 citations

Raghav Tandon, Liping Zhao, Caroline M Watson, Morgan Elmor, Craig J. Heilman +15 more

Associations of Patient Mood, Modulators of Quality of Life, and Pharmaceuticals with Amyotrophic Lateral Sclerosis Survival Duration

Behavioral Sciences(2020)10.3390/bs10010033
N/A
0DataRank · unranked
29 citations

Gloria Bowen, Benjamin Mertens, Keelie Denson, Kathleen S. Jordan, Branislav Vidakovic +2 more

An Interpretable Machine Learning Framework for Rare Disease: A Case Study to Stratify Infection Risk in Pediatric Leukemia

Journal of Clinical Medicine(2024)10.3390/jcm13061788
N/A
0DataRank · unranked
12 citations

Brandon White, Armon Varmeziar, Nidhi Mehra, Milagro Sanchez, Judy Lee +4 more

Artificial Intelligence-Assisted Comparative Analysis of the Overlapping Molecular Pathophysiology of Alzheimer’s Disease, Amyotrophic Lateral Sclerosis, and Frontotemporal Dementia

International Journal of Molecular Sciences(2024)10.3390/ijms252413450
N/A
0DataRank · unranked
9 citations

Meghna R. Iyer, Benjamin Zhao, Jennifer Deng, Cassie S. Mitchell, Zihan Wei

Cross-Domain Text Mining of Pathophysiological Processes Associated with Diabetic Kidney Disease

International Journal of Molecular Sciences(2024)10.3390/ijms25084503
N/A
0DataRank · unranked
4 citations

Jennifer Deng, Cassie S. Mitchell, Ashlee N. Ford Versypt, Krutika Patidar

Cross-Domain Text Mining of Pathophysiological Processes Associated with Diabetic Kidney Disease

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.01.10.575096
N/A
0DataRank · unranked
6 citations

Jennifer Deng, Cassie S. Mitchell, Ashlee N. Ford Versypt, Krutika Patidar

Education, Sex, and Age Shape Rey Complex Figure Performance in Cognitively Normal Adults: An Interpretable Machine Learning Study

Journal of Clinical Medicine(2025)10.3390/jcm14217562
N/A
0DataRank · unranked
2 citations

Benjamin Zhao, James J. Lah, Samantha E. John, David W. Loring, Cassie S. Mitchell +1 more

Stratifying risk of Alzheimer’s disease in healthy middle-aged individuals with machine learning

Brain Communications(2025)10.1093/braincomms/fcaf121
N/A
0DataRank · unranked
6 citations

Liping Zhao, Caroline M Watson, Neelakshi Sarkar, Morgan Elmor, Craig J. Heilman +16 more

Restoring Homeostasis: Treating Amyotrophic Lateral Sclerosis by Resolving Dynamic Regulatory Instability

International Journal of Molecular Sciences(2025)10.3390/ijms26030872
N/A
0DataRank · unranked
3 citations

Sarah Bi, Eleanor Ridgeway, Irfan Al-Hussaini, Sakshi Deshpande, Adam Krueger +5 more

Network Diffusion-Constrained Variational Generative Models for Investigating the Molecular Dynamics of Brain Connectomes Under Neurodegeneration

International Journal of Molecular Sciences(2025)10.3390/ijms26031062
N/A
0DataRank · unranked
3 citations

Raghav Tandon, Cassie S. Mitchell, Jiajia Xie

TrialSieve: A Comprehensive Biomedical Information Extraction Framework for PICO, Meta-Analysis, and Drug Repurposing

Bioengineering(2025)10.3390/bioengineering12050486
N/A
0DataRank · unranked
1 citations

H Turner, Christophe Ye, Irfan Al-Hussaini, Batuhan Nursal, Albert J. B. Lee +10 more

Comprehensive Anatomical Staging Predicts Clinical Progression in Mild Cognitive Impairment: A Data-Driven Approach

International Journal of Molecular Sciences(2025)10.3390/ijms26125514
N/A
0DataRank · unranked
1 citations

Yajun Mei, James J. Lah, Cassie S. Mitchell, Raghav Tandon

ReduXis: A Comprehensive Framework for Robust Event-Based Modeling and Profiling of High-Dimensional Biomedical Data

International Journal of Molecular Sciences(2025)10.3390/ijms26188973
N/A
0DataRank · unranked
0 citations

Raghav Tandon, James J. Lah, Cassie S. Mitchell, Neel D. Sarkar

Source Robust Non-Parametric Reconstruction of Epidemic-like Event-Based Network Diffusion Processes Under Online Data

Big Data and Cognitive Computing(2025)10.3390/bdcc9100262
N/A
0DataRank · unranked
0 citations

Lin Chen, Xinyu Guo, Cassie S. Mitchell, Jiajia Xie

Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization

(2023)10.18653/v1/2023.bionlp-1.63
N/A
0DataRank · unranked
3 citations

A. Y. T. Wu, Cassie S. Mitchell, Irfan Al-Hussaini

Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19

Pharmaceutics(2021)10.3390/pharmaceutics13060794
N/A
0DataRank · unranked
36 citations

Sateesh Gudapati, Lawrence He, Elaina Horlander, David Kartchner, Soham Kulkarni +8 more

Meta-Analysis of Gastrointestinal Adverse Events from Tyrosine Kinase Inhibitors for Chronic Myeloid Leukemia

Cancers(2021)10.3390/cancers13071643
N/A
0DataRank · unranked
19 citations

Mira Mutnick, Nidhi Mehra, Brandon White, Sparsh Kudrimoti, Kaci Hernandez Kluesner +7 more