Sara Kochanny

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 24 papers. Top paper: “Integration of clinical features and deep learning on pathology for the prediction of breast cancer recurrence assays and risk of recurrence”.

Integration of clinical features and deep learning on pathology for the prediction of breast cancer recurrence assays and risk of recurrence

npj Breast Cancer(2023)10.1038/s41523-023-00530-5

N/A

1.7DataRank · unranked

62 citations

James M. Dolezal, Sara Kochanny, Galina Khramtsova, Jasmine Vickery, Andrew Srisuwananukorn +8 more

Pan-cancer image-based detection of clinically actionable genetic alterations

Nature Cancer(2020)10.1038/s43018-020-0087-6

N/A

0.977DataRank · unranked

671 citations

Lara R. Heij, Heike I. Grabsch, Chiara Maria Lavinia Loeffler, Amelie Echle, Hannah Sophie Muti +23 more

The impact of site-specific digital histology signatures on deep learning model accuracy and bias

Nature Communications(2021)10.1038/s41467-021-24698-1

N/A

0.856DataRank · unranked

299 citations

James M. Dolezal, Sara Kochanny, Jefree J. Schulte, Heather Chen, Lara R. Heij +8 more

Slideflow: deep learning for digital histopathology with real-time whole-slide visualization

BMC Bioinformatics(2024)10.1186/s12859-024-05758-x

N/A

0.635DataRank · unranked

68 citations

Sara Kochanny, Emma Dyer, Siddhi Ramesh, Andrew Srisuwananukorn, Matteo Antonio Sacco +5 more

Artificial intelligence-based epigenomic, transcriptomic and histologic signatures of tobacco use in oral squamous cell carcinoma

npj Precision Oncology(2024)10.1038/s41698-024-00605-x

N/A

0.385DataRank · unranked

12 citations

Kesava Asam, Gary Yu, Emma Dyer, Sara Kochanny, Carissa M. Thomas +21 more

Dose and volume de-escalation for HPV-associated oropharyngeal cancer: Long-term follow-up of the OPTIMA trial.

Journal of Clinical Oncology(2020)10.1200/jco.2020.38.15_suppl.6575

N/A

0.165DataRank · unranked

2 citations

Nishant Agrawal, Alexander T. Pearson, Tanguy Y. Seiwert, Zhen Gooi, Elizabeth A. Blair +9 more

The use of artificial intelligence with uncertainty estimation to predict lung cancer relapse from histopathology.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.8549

N/A

0.104DataRank · unranked

1 citations

Sara Kochanny, Annie Zhu, Sagar Rakshit, Radhika Bansal, Melanie C. Bois +6 more

Deep learning generates synthetic cancer histology for explainability and education

npj Precision Oncology(2023)10.1038/s41698-023-00399-4

N/A

0DataRank · unranked

72 citations

Rachelle Wolk, Hanna M. Hieromnimon, Frederick M. Howard, Andrew Srisuwananukorn, Dmitry Karpeyev +18 more

Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images

Frontiers in Medicine(2023)10.3389/fmed.2023.1058919

N/A

0DataRank · unranked

13 citations

Thomas Brettin, Yitan Zhu, James M. Dolezal, Sara Kochanny, Alexander T. Pearson +5 more

Artificial intelligence-based cancer progression prediction of oral premalignant lesions via self-supervised deep learning on histopathology.

JCO Global Oncology(2023)10.1200/go.2023.9.supplement_1.90

N/A

0DataRank · unranked

3 citations

James M. Dolezal, Sara Kochanny, Emily Lanzel, Yih‐Leong Chang, Chen‐Tu Wu +15 more

Artificial intelligence-based morphologic classification and molecular characterization of neuroblastic tumors from digital histopathology

npj Precision Oncology(2024)10.1038/s41698-024-00745-0

N/A

0DataRank · unranked

16 citations

Emma Dyer, Monica Pomaville, Kristina Doytcheva, James M. Dolezal, Sara Kochanny +16 more

Acquired resistance to immunotherapy and chemoradiation in MYC amplified head and neck cancer

npj Precision Oncology(2024)10.1038/s41698-024-00606-w

N/A

0DataRank · unranked

15 citations

Alka Singh, Michael Korzinkin, Vasudha Mishra, Frank W. Pun, Le Shen +17 more

Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning

EBioMedicine(2024)10.1016/j.ebiom.2024.105276

N/A

0DataRank · unranked

14 citations

James M. Dolezal, Emma Dyer, Sara Kochanny, Siddhi Ramesh, Frederick M. Howard +7 more

Generative Adversarial Networks Accurately Reconstruct Pan-Cancer Histology from Pathologic, Genomic, and Radiographic Latent Features

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.22.586306

N/A

0DataRank · unranked

3 citations

Hanna M. Hieromnimon, Siddhi Ramesh, James M. Dolezal, Sara Kochanny, Qianchen Zhang +10 more

Artificial intelligence-based morphologic classification and molecular characterization of neuroblastic tumors from digital histopathology

Research Square(2024)10.21203/rs.3.rs-4396782/v1

N/A

0DataRank · unranked

1 citations

Siddhi Ramesh, Emma Dyer, Monica Pomaville, Kristina Doytcheva, James M. Dolezal +13 more

Integration of clinical features and deep learning on pathology for the prediction of breast cancer recurrence assays and risk of recurrence

UNC Libraries(2024)10.17615/nbrq-z246

N/A

0DataRank · unranked

0 citations

Da-Liang Huo, O. I. Olopade, Charles M. Perou, Rachita Nanda, Ning Chen +8 more

Analysis of AI foundation model features decodes the histopathologic landscape of HPV-positive head and neck squamous cell carcinomas

Oral Oncology(2025)10.1016/j.oraloncology.2025.107207

N/A

0DataRank · unranked

9 citations

Anna Trzcinska, Frank Wen, Frederick M. Howard, James M. Dolezal, Emma Dyer +19 more

Integration of Gene Expression and Digital Histology to Predict Treatment-Specific Responses in Breast Cancer

medRxiv(2025)10.1101/2025.08.25.25334393

N/A

0DataRank · unranked

0 citations

James M. Dolezal, Hanna M. Hieromnimon, Sara J. Venters, Sara Kochanny, Anran Li +31 more

Machine Learning–Guided Adjuvant Treatment of Head and Neck Cancer

JAMA Network Open(2020)10.1001/jamanetworkopen.2020.25881

N/A

0DataRank · unranked

150 citations

Sara Kochanny, Matthew Koshy, Michael T. Spiotto, Alexander T. Pearson, Frederick M. Howard

Academics as leaders in the cancer artificial intelligence revolution

Cancer(2020)10.1002/cncr.33284

N/A

0DataRank · unranked

20 citations

Alexander T. Pearson, Sara Kochanny

Risk and response adapted de-intensified treatment for HPV-associated oropharyngeal cancer: Optima paradigm expanded experience

Oral Oncology(2021)10.1016/j.oraloncology.2021.105566

N/A

0DataRank · unranked

31 citations

Nishant Agrawal, Alexander T. Pearson, Zhen Gooi, Elizabeth A. Blair, John Cursio +13 more

Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology

Nature Communications(2022)10.1038/s41467-022-34025-x

N/A

0DataRank · unranked

125 citations

Andrew Srisuwananukorn, Dmitry Karpeyev, Siddhi Ramesh, Sara Kochanny, Brittany Cody +11 more

Multimodal Prediction of Breast Cancer Recurrence Assays and Risk of Recurrence

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.07.499039

N/A

0DataRank · unranked

7 citations

James M. Dolezal, Sara Kochanny, Galina Khramtsova, Jasmine Vickery, Andrew Srisuwananukorn +8 more

Drug response prediction in patient-derived xenografts with data augmentation and multimodal deep learning.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.e13572

N/A

0DataRank · unranked

0 citations

Thomas Brettin, Yitan Zhu, Maulik Shukla, Fangfang Xia, Hyunseung Yoo +7 more