Metin N. Gürcan

Artificial Intelligence in Medicine (Canada)

Also affiliated with Wake Forest University

Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

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 7%percentile

0.104Author 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.

Development and implementation of an entity relationship diagram for perinatal data

JAMIA Open(2025)10.1093/jamiaopen/ooaf117

Top 78%

0.104DataRank

Top 78%1 citations

Randall Blanco, Michael Horvath, Mohammad Golam Kibria, Lauren M. Kucirka, Karl Shieh +4 more

Papers

Driven by 39 papers — median percentile 22. Top paper: “CXCL1: A new diagnostic biomarker for human tuberculosis discovered using Diversity Outbred mice”.

CXCL1: A new diagnostic biomarker for human tuberculosis discovered using Diversity Outbred mice

PLoS Pathogens(2021)10.1371/journal.ppat.1009773

N/A

1.2DataRank · unranked

49 citations

Muhammad Khalid Khan Niazi, Thomas E. Tavolara, Claudia Abeijón, Melanie Ginese, Yanghui Liao +10 more

Cloud-Based Federated Learning Implementation Across Medical Centers

JCO Clinical Cancer Informatics(2021)10.1200/cci.20.00060

N/A

0.648DataRank · unranked

74 citations

Jihad S. Obeid, Hamidullah Binol, Ralph B. D’Agostino, Kristie L. Foley, Wei Zhang +5 more

A transformer-based deep-learning approach for classifying brain metastases into primary organ sites using clinical whole-brain MRI images

Patterns(2022)10.1016/j.patter.2022.100613

N/A

0.568DataRank · unranked

43 citations

Sanjeev V. Namjoshi, E. McTyre, Ümit Topaloĝlu, Richard A. Barcus, Michael D. Chan +15 more

Metaplastic Breast Cancer: Current Understanding and Future Directions

Clinical Breast Cancer(2023)10.1016/j.clbc.2023.04.004

N/A

0.564DataRank · unranked

42 citations

Emily Douglas, Jorge S. Reis‐Filho, Metin N. Gürcan, Hannah Y. Wen, Alexandra Thomas

Automatic discovery of clinically interpretable imaging biomarkers for Mycobacterium tuberculosis supersusceptibility using deep learning

EBioMedicine(2020)10.1016/j.ebiom.2020.103094

N/A

0.529DataRank · unranked

33 citations

Muhammad Khalid Khan Niazi, Melanie Ginese, César Piedra-Mora, Daniel M. Gatti, Gillian Beamer +2 more

One label is all you need: Interpretable AI-enhanced histopathology for oncology

Seminars in Cancer Biology(2023)10.1016/j.semcancer.2023.09.006

N/A

0.500DataRank · unranked

27 citations

Ziyu Su, Metin N. Gürcan, Muhammad Khalid Khan Niazi, Thomas E. Tavolara

NRK-ABMIL: Subtle Metastatic Deposits Detection for Predicting Lymph Node Metastasis in Breast Cancer Whole-Slide Images

Cancers(2023)10.3390/cancers15133428

N/A

0.449DataRank · unranked

19 citations

Mostafa Rezapour, Ziyu Su, Gary Tozbikian, Metin N. Gürcan, Muhammad Khalid Khan Niazi +1 more

Systems genetics uncover new loci containing functional gene candidates in Mycobacterium tuberculosis-infected Diversity Outbred mice

PLoS Pathogens(2024)10.1371/journal.ppat.1011915

N/A

0.345DataRank · unranked

9 citations

Anna L. Tyler, J. Matthew Mahoney, Gary A. Churchill, Bülent Yener, Deniz Koyuncu +15 more

Development and implementation of an entity relationship diagram for perinatal data

JAMIA Open(2025)10.1093/jamiaopen/ooaf117

Top 78%

0.104DataRank

Top 78%1 citations

Randall Blanco, Michael Horvath, Mohammad Golam Kibria, Lauren M. Kucirka, Karl Shieh +4 more

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

arXiv (Cornell University)(2021)10.48550/arxiv.2110.03588

N/A

0DataRank · unranked

0 citations

Sanjeev V. Namjoshi, E. McTyre, Ümit Topaloĝlu, Richard A. Barcus, Michael D. Chan +15 more

Attention2majority: Weak multiple instance learning for regenerative kidney grading on whole slide images

Medical Image Analysis(2022)10.1016/j.media.2022.102462

N/A

0DataRank · unranked

54 citations

Thomas E. Tavolara, Gabriel Carreno‐Galeano, Sang Jin Lee, Metin N. Gürcan, Muhammad Khalid Khan Niazi +1 more

Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images

Computers in Biology and Medicine(2023)10.1016/j.compbiomed.2023.107607

N/A

0DataRank · unranked

21 citations

Mostafa Rezapour, Usama Sajjad, Metin N. Gürcan, Muhammad Khalid Khan Niazi, Ziyu Su

Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers

Scientific Reports(2023)10.1038/s41598-023-33222-y

N/A

0DataRank · unranked

10 citations

Muhammad Khalid Khan Niazi, Metin N. Gürcan, Mostafa Rezapour

Dynamic 2-deoxy-D-glucose-enhanced multispectral optoacoustic tomography for assessing metabolism and vascular hemodynamics of breast cancer

Photoacoustics(2023)10.1016/j.pacs.2023.100531

N/A

0DataRank · unranked

10 citations

William M. MacCuaig, Metin N. Gürcan, Juan Claros-Sorto, Tabitha Garwe, Christina Henson +6 more

Predicting obstructive sleep apnea severity from craniofacial images using ensemble machine learning models

PubMed(2023)10.1117/12.2654353

N/A

0DataRank · unranked

4 citations

Sandhya Kumar, Thomas E. Tavolara, Metin N. Gürcan, Scott Segal, Muhammad Khalid Khan Niazi +1 more

Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images

arXiv (Cornell University)(2023)10.48550/arxiv.2301.07700

N/A

0DataRank · unranked

1 citations

Mostafa Rezapour, Usama Sajjad, Metin N. Gürcan, Muhammad Khalid Khan Niazi, Ziyu Su

Author Correction: Machine learning-based analytics of the impact of the Covid-19 pandemic on alcohol consumption habit changes among United States healthcare workers

Scientific Reports(2023)10.1038/s41598-023-34081-3

N/A

0DataRank · unranked

1 citations

Muhammad Khalid Khan Niazi, Metin N. Gürcan, Mostafa Rezapour

B cells in perivascular and peribronchiolar granuloma-associated lymphoid tissue and B-cell signatures identify asymptomatic Mycobacterium tuberculosis lung infection in Diversity Outbred mice

Infection and Immunity(2024)10.1128/iai.00263-23

N/A

0DataRank · unranked

14 citations

Thomas E. Tavolara, Daniel M. Gatti, Adam C. Gower, Melanie Ginese, Igor Kramnik +7 more

Translating prognostic quantification of c-MYC and BCL2 from tissue microarrays to whole slide images in diffuse large B-cell lymphoma using deep learning

Diagnostic Pathology(2024)10.1186/s13000-023-01425-6

N/A

0DataRank · unranked

6 citations

Muhammad Khalid Khan Niazi, Andrew L. Feldman, David L. Jaye, Christopher R. Flowers, Lee Cooper +2 more

Cross-Attention-Based Saliency Inference for Predicting Cancer Metastasis on Whole Slide Images

IEEE Journal of Biomedical and Health Informatics(2024)10.1109/jbhi.2024.3439499

N/A

0DataRank · unranked

6 citations

Mostafa Rezapour, Usama Sajjad, Shuo Niu, Metin N. Gürcan, Muhammad Khalid Khan Niazi +1 more

An interpretable framework for inter-observer agreement measurements in TILs scoring on histopathological breast images: A proof-of-principle study

PLoS ONE(2024)10.1371/journal.pone.0314450

N/A

0DataRank · unranked

3 citations

Dursun Ali Ekinci, Mucahit Ertano, Muhammad Khalid Khan Niazi, Evan Balaban, Ibrahim Aloglu +5 more

Adapting SAM to histopathology images for tumor bud segmentation in colorectal cancer

PubMed(2024)10.1117/12.3006517

N/A

0DataRank · unranked

5 citations

Wei Chen, Sony Annem, Usama Sajjad, Mostafa Rezapour, Wendy L. Frankel +3 more

Enhancing colorectal cancer tumor bud detection using deep learning from routine H&E-stained slides

PubMed(2024)10.1117/12.3006796

N/A

0DataRank · unranked

5 citations

Wei Chen, Mostafa Rezapour, Ziyu Su, Thomas E. Tavolara, Wendy L. Frankel +3 more

Few-shot tumor bud segmentation using generative model in colorectal carcinoma

PubMed(2024)10.1117/12.3006418

N/A

0DataRank · unranked

3 citations

Wei Chen, Preston J. Leigh, Usama Sajjad, Shuo Niu, Mostafa Rezapour +4 more

Digital Otoscopy With Computer‐Aided Composite Image Generation: Impact on the Correct Diagnosis, Confidence, and Time

Otolaryngology(2024)10.1002/ohn.965

N/A

0DataRank · unranked

0 citations

Carl D. Langefeld, Amy Zinnia, Brigham McKee, Matthew L. Carlson, Nicholas L. Deep +10 more

Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning–Based Tool

Modern Pathology(2025)10.1016/j.modpat.2025.100847

N/A

0DataRank · unranked

11 citations

Yongxin Guo, Robert Wesolowski, Gary Tozbikian, Nathaniel S. O’Connell, Muhammad Khalid Khan Niazi +2 more

HistoChat: Instruction-tuning multimodal vision language assistant for colorectal histopathology on limited data

Patterns(2025)10.1016/j.patter.2025.101284

N/A

0DataRank · unranked

6 citations

Ziyu Su, Usama Sajjad, Thomas Stack, Hao Lü, Shuo Niu +4 more

Instruction tuning for colorectal histopathology: a multimodal vision-language assistant on human-evaluated data

PubMed(2025)10.1117/12.3047352

N/A

0DataRank · unranked

1 citations

Ziyu Su, Usama Sajjad, Thomas Stack, Mostafa Rezapour, Hao Lü +6 more

BPMambaMIL: A bio-inspired prototype-guided multiple instance learning for oncotype DX risk assessment in histopathology

Computer Methods and Programs in Biomedicine(2025)10.1016/j.cmpb.2025.109039

N/A

0DataRank · unranked

0 citations

Ziyu Su, Onur Can Koyun, Hao Lü, Robert Wesolowski, Gary Tozbikian +3 more

Automated Image Analysis Methodologies to Compute Bioink Printability

Advanced Engineering Materials(2020)10.1002/adem.202000900

N/A

0DataRank · unranked

17 citations

Gregory J. Gillispie, Thomas E. Tavolara, James J. Yoo, Anthony Atala, Metin N. Gürcan +3 more

LUCID: Intelligent Informative Frame Selection in Otoscopy for Enhanced Diagnostic Utilitys

Research Square(2025)10.21203/rs.3.rs-7502743/v1

N/A

0DataRank · unranked

0 citations

Memnun Demir, Gabriella I. Puchall, Zihao Shang, Tucker Corwen, Shalaka Chavan +6 more

SelectStitch: Automated Frame Segmentation and Stitching to Create Composite Images from Otoscope Video Clips

Applied Sciences(2020)10.3390/app10175894

N/A

0DataRank · unranked

16 citations

Aaron C. Moberly, Muhammad Khalid Khan Niazi, Garth Essig, Jay Shah, Charles Elmaraghy +5 more

Value of Public Challenges for the Development of Pathology Deep Learning Algorithms

Journal of Pathology Informatics(2020)10.4103/jpi.jpi_64_19

N/A

0DataRank · unranked

44 citations

Jeroen van der Laak, Metin N. Gürcan, Liron Pantanowitz, Douglas J. Hartman

Semantic segmentation to identify bladder layers from H&E Images

Diagnostic Pathology(2020)10.1186/s13000-020-01002-1

N/A

0DataRank · unranked

24 citations

Enes Yazgan, Thomas E. Tavolara, Wencheng Li, Cheryl T. Lee, Anil V. Parwani +2 more

SelectStitch: Automated Frame Segmentation and Stitching to Create Composite Images from Otoscope Video Clips

medRxiv(2020)10.1101/2020.08.12.20173765

N/A

0DataRank · unranked

10 citations

Aaron C. Moberly, Muhammad Khalid Khan Niazi, Garth Essig, Jay Shah, Charles Elmaraghy +5 more

Digital otoscopy videos versus composite images: A reader study to compare the accuracy of ENT physicians

medRxiv(2020)10.1101/2020.08.17.20176131

N/A

0DataRank · unranked

6 citations

Muhammad Khalid Khan Niazi, Garth Essig, Jay Shah, Jameson K. Mattingly, Michael S. Harris +7 more

Deep learning predicts gene expression as an intermediate data modality to identify susceptibility patterns in Mycobacterium tuberculosis infected Diversity Outbred mice

EBioMedicine(2021)10.1016/j.ebiom.2021.103388

N/A

0DataRank · unranked

41 citations

Muhammad Khalid Khan Niazi, Adam C. Gower, Melanie Ginese, Gillian Beamer, Metin N. Gürcan +1 more

Molecular Imaging of Inflammatory Disease

Biomedicines(2021)10.3390/biomedicines9020152

N/A

0DataRank · unranked

15 citations

William M. MacCuaig, Alex N. Frickenstein, Seda Çamalan, Metin N. Gürcan, Jennifer Holter‐Chakrabarty +7 more

OtoXNet - Automated Identification of Eardrum Diseases from Otoscope Videos: A Deep Learning Study for Video-representing Images

medRxiv(2021)10.1101/2021.08.05.21261672

N/A

0DataRank · unranked

1 citations

Muhammad Khalid Khan Niazi, Charles Elmaraghy, Aaron C. Moberly, Metin N. Gürcan, Hamidullah Binol

Metin N. Gürcan

Indexed papers

Top data-sharing exemplar

Papers