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Jana Lipková

University of California, Irvine · US
🔎 Find collaborators in Radiology, Nuclear Medicine and Imaging · Artificial Intelligence →
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Area of research
Radiology, Nuclear Medicine and Imaging · Artificial Intelligence
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Mathematical Biology Tumor Growth, and Glioma Diagnosis and Treatment.
h-index
21
citations
4,651
works
69
NIH funding
primary concept
Medicine
email

Recent publications

Tackling the next decade of cancer research
Trends in cancer 2025cited by 2position: middledoi
Demographic bias in misdiagnosis by computational pathology models
Nature Medicine 2024cited by 98position: middledoi
Algorithmic fairness in artificial intelligence for medicine and healthcare
Nature Biomedical Engineering 2023cited by 550position: middledoi
The Liver Tumor Segmentation Benchmark (LiTS)
Medical Image Analysis 2022cited by 1,128position: middledoi
Artificial intelligence for multimodal data integration in oncology
Cancer Cell 2022cited by 654position: firstdoi
Pan-cancer integrative histology-genomic analysis via multimodal deep learning
Cancer Cell 2022cited by 539position: middledoi
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies
Nature Medicine 2022cited by 92position: firstdoi
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling
Medical Image Analysis 2022cited by 27position: middledoi
CXCR4-Targeted PET Imaging of Central Nervous System B-Cell Lymphoma
Journal of Nuclear Medicine 2020cited by 50position: middledoi
Predicting Glioblastoma Recurrence from Preoperative MR Scans Using Fractional-Anisotropy Maps with Free-Water Suppression
Cancers 2020cited by 38position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Tiffany Chen · McMaster University5 papers (2022–2024)Richard J. Chen · The Alfred Hospital5 papers (2022–2024)Ming Y. Lu · Harvard University5 papers (2022–2024)Faisal Mahmood · Aga Khan University Hospital5 papers (2022–2024)Drew F. K. Williamson · Harvard University4 papers (2022–2024)Benedikt Wiestler · TUM Klinikum3 papers (2020–2022)Bjoern Menze · University of Zurich3 papers (2020–2022)Muhammad Shaban · Broad Institute3 papers (2022–2024)Anurag Vaidya · Massachusetts Institute of Technology2 papers (2022–2024)Zahra Noor · Harvard University2 papers (2022–2022)Maha Shady · Broad Institute2 papers (2022–2022)Mane Williams · Dana-Farber Cancer Institute2 papers (2022–2022)Andreas K. Buck · University of Würzburg1 papers (2020–2020)Florian Kofler · Technical University of Munich1 papers (2022–2022)Lioba Grundl · Technical University of Munich1 papers (2020–2020)Ulrich Keller · SLK-Kliniken Heilbronn1 papers (2020–2020) · 1 papers (2022–2022) · 1 papers (2020–2020)Chengkuan Chen · Broad Institute1 papers (2022–2022)Stephanie E. Combs · Brooke Army Medical Center1 papers (2020–2020)
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