Computer-aided Diagnosis Publications

Publications in Computer-aided Diagnosis

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

Computer-aided Diagnosis

27K

Publications

1.4M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Lecture notes in computer science Medical Image SegmentationImage AnalysisEngineeringMedical ImagingDeep Learning	2018	8.4K
Radiomics: Images Are More than Pictures, They Are Data Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak Radiology EngineeringImage DatabaseDiagnostic ImagingImage AnalysisData Science	2015	7.9K
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation Nature Methods Convolutional Neural NetworkMedical Image SegmentationImage AnalysisEngineeringMedical Imaging	2020	7.5K
N4ITK: Improved N3 Bias Correction Nicholas J. Tustison, Brian Avants, Philip A. Cook, IEEE Transactions on Medical Imaging Image ReconstructionEngineeringMachine LearningImage AnalysisData Science	2010	6.1K
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay, Jo Schlemper, Loïc Le Folgoc, ArXiv.org Convolutional Neural NetworkEngineeringMachine LearningNovel Attention GateImage Classification	2018	4.5K
elastix: A Toolbox for Intensity-Based Medical Image Registration Stefan Klein, Marius Staring, Keelin Murphy, IEEE Transactions on Medical Imaging EngineeringMedical Image RegistrationBiometricsDiagnostic ImagingImage Analysis	2009	4.2K
Medical image analysis: progress over two decades and the challenges ahead James S. Duncan, Nicholas Ayache IEEE Transactions on Pattern Analysis and Machine Intelligence Medical Image SegmentationEngineeringBiometricsDiagnostic ImagingImage Sequence Analysis	2000	4.2K
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine Ziad Obermeyer, Ezekiel Emanuel New England Journal of Medicine EngineeringMachine LearningIntelligent DiagnosticsMachine Learning ToolBig Data Analytics	2016	3.3K
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh, J. Shin, Suryakanth Gurudu, IEEE Transactions on Medical Imaging Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningDiagnostic Imaging	2016	3K
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning Nicolas Coudray, Paolo Ocampo, Theodore Sakellaropoulos, Nature Medicine Mutation PredictionEngineeringMachine LearningMedical ImagingDeep Learning	2018	2.7K
Automated detection of COVID-19 cases using deep neural networks with X-ray images Tülin Öztürk, Muhammed Talo, Eylul Azra Yildirim, Computers in Biology and Medicine Deep Neural NetworksImage AnalysisEngineeringMedical ImagingX-ray Images	2020	2.6K
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

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