Computational Pathology Publications

Publications in Computational Pathology

Explore the most influential research papers and scholarly works that have shaped Computational Pathology. Use the concept filter below to focus on a specific sub-area of research.

Computational Pathology

4.3K

Publications

230.4K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images Sérgio Pereira, Adriano Pinto, Victor Alves, IEEE Transactions on Medical Imaging Convolutional Neural NetworkMedical Image SegmentationEngineeringBrain Tumor SegmentationGlioma	2016	2.6K
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images Gabriele Campanella, Matthew G. Hanna, Luke Geneslaw, Nature Medicine Dermoscopic ImageWhole Slide ImagesImage AnalysisWhole-slide ImagingMedical Imaging	2019	2.4K
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas, Mauricio Reyes arXiv (Cornell University) Brats ChallengeMedical Image SegmentationEngineeringMachine LearningBrain Tumor Segmentation	2018	1.4K
A Contemporary Prostate Cancer Grading System: A Validated Alternative to the Gleason Score Jonathan I. Epstein, Michael J. Zeléfsky, Daniel D. Sjoberg, European Urology UrologyGenitourinary CancerMedicineComputational PathologyValidated Alternative	2015	1.3K
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, IEEE Transactions on Medical Imaging Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAdvanced Lung Disease	2016	1.3K
Combination of Prostate-Specific Antigen, Clinical Stage, and Gleason Score to Predict Pathological Stage of Localized Prostate Cancer Alan W. Partin JAMA Surgical OncologyPathologyProstate-specific AntigenGenitourinary CancerSurgical Pathology	1997	1.2K
The Human Protein Atlas—a tool for pathology Fredrik Pontén, Karin Jirström, Mathias Uhlén The Journal of Pathology EngineeringPathologyTissue-based DiagnosticsGene Expression ProfilingTumor Biology	2008	1.2K
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology Neeraj Kumar, Ruchika Verma, Sanuj Sharma, IEEE Transactions on Medical Imaging EngineeringMachine LearningDigital PathologyPathologyWatershed Segmentation	2017	1.1K
Applications of Machine Learning in Cancer Prediction and Prognosis Joseph A. Cruz, David S. Wishart Cancer Informatics Artificial IntelligenceEngineeringMachine LearningComputational MedicineBiomedical Artificial Intelligence	2006	1.1K
TotalSegmentator: Robust Segmentation of 104 Anatomic Structures in CT Images Jakob Wasserthal, Hanns‐Christian Breit, Manfred T. Meyer, Radiology Artificial Intelligence Computed TomographyImage ReconstructionMedical Image SegmentationEngineeringMachine Learning	2023	1.1K
A deep learning algorithm using CT images to screen for Corona Virus Disease (COVID-19) Shuai Wang, Bo-Kyeong Kang, Jinlu Ma, Computed TomographyArtificial IntelligenceConvolutional Neural NetworkMedical Image SegmentationEngineering	2020	1K
Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival Howard Y. Chang, Dimitry S.A. Nuyten, Julie B. Sneddon, Proceedings of the National Academy of Sciences Breast OncologyEngineeringPrognosisPathologyCancer Biology	2005	982

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