Top Papers: KI in der Krebserkennung (2012)

Radiomics: Extracting more information from medical images using advanced feature analysis

Philippe Lambin, Emmanuel Rios-Velazquez, Ralph T. H. Leijenaar et al.

European Journal of Cancer

Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice?

F. Davnall, Connie Yip, Gunnar Ljungqvist et al.

Insights into Imaging

Machine learning and radiology

Shijun Wang, Ronald M. Summers

Medical Image Analysis

ImageJ: Image processing and analysis in Java

Wayne Rasband

Astrophysics Source Code Library

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

Hoo-Chang Shin, Matthew Orton, David J. Collins et al.

IEEE Transactions on Pattern Analysis and Machine Intelligence

Assessing Radiologist Performance Using Combined Digital Mammography and Breast Tomosynthesis Compared with Digital Mammography Alone: Results of a Multicenter, Multireader Trial

Elizabeth A. Rafferty, Jeong Mi Park, Liane E. Philpotts et al.

Radiology

Quantitative comparison of immunohistochemical staining measured by digital image analysis versus pathologist visual scoring

Anthony E. Rizzardi, Arthur T. Johnson, Rachel I. Vogel et al.

Diagnostic Pathology

Pattern Classification

Thanh M. Cabral, Rangaraj M. Rangayyan

Synthesis lectures on biomedical engineering

Quantitative Image Analysis of Cellular Heterogeneity in Breast Tumors Complements Genomic Profiling

Yinyin Yuan, Henrik Failmezger, Oscar M. Rueda et al.

Science Translational Medicine

The Relationship of Mammographic Density and Age: Implications for Breast Cancer Screening

Cristina M. Checka, Jennifer Chun, Freya Schnabel et al.

American Journal of Roentgenology

Bilateral Contrast-enhanced Dual-Energy Digital Mammography: Feasibility and Comparison with Conventional Digital Mammography and MR Imaging in Women with Known Breast Carcinoma

Maxine S. Jochelson, D. David Dershaw, Janice S. Sung et al.

Radiology

Are Pretreatment ¹⁸F-FDG PET Tumor Textural Features in Non–Small Cell Lung Cancer Associated with Response and Survival After Chemoradiotherapy?

Gary Cook, Connie Yip, Muhammad Siddique et al.

Journal of Nuclear Medicine

Predicting outcomes in radiation oncology—multifactorial decision support systems

Philippe Lambin, Ruud G.P.M. van Stiphout, Maud H. W. Starmans et al.

Nature Reviews Clinical Oncology

Histology image analysis for carcinoma detection and grading

Lei He, L. Rodney Long, Sameer Antani et al.

Computer Methods and Programs in Biomedicine

Computerized analysis of pigmented skin lesions: A review

Konstantin Korotkov, Rafael García

Artificial Intelligence in Medicine

Computer-aided detection/diagnosis of breast cancer in mammography and ultrasound: a review

Afsaneh Jalalian, Syamsiah Mashohor, Rozi Mahmud et al.

Clinical Imaging

A Color and Texture Based Hierarchical K-NN Approach to the Classification of Non-melanoma Skin Lesions

Lucia Ballerini, Robert B. Fisher, Ben Aldridge et al.

Lecture notes in computational vision and biomechanics

Unsupervised segmentation and classification of cervical cell images

Aslı Gençtav, Selim Aksoy, Sevgen Önder

Pattern Recognition

Computer-Aided Breast Cancer Detection Using Mammograms: A Review

Karthikeyan Ganesan, U. Rajendra Acharya, Chua Kuang Chua et al.

IEEE Reviews in Biomedical Engineering

Analysis of Co-Occurrence Texture Statistics as a Function of Gray-Level Quantization for Classifying Breast Ultrasound

Wilfrido Gómez‐Flores, Wagner Coelho de Albuquerque Pereira, A. F. C. Infantosi

IEEE Transactions on Medical Imaging

An Integrated Region-, Boundary-, Shape-Based Active Contour for Multiple Object Overlap Resolution in Histological Imagery

Sawal Hamid Md Ali, Anant Madabhushi

IEEE Transactions on Medical Imaging

Decision tree classifiers for automated medical diagnosis

Ahmad Taher Azar, Shereen M. El-Metwally

Neural Computing and Applications

Melanoma incidence and mortality in Europe: new estimates, persistent disparities

Ana‐Maria Forsea, V. del Mármol, Esther de Vries et al.

British Journal of Dermatology

Dual-energy contrast-enhanced digital mammography: initial clinical results of a multireader, multicase study

Clarisse Dromain, Fabienne Thibault, Felix Diekmann et al.

Breast Cancer Research

Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c‐means clustering and support vector machine segmentation

Brad M. Keller, D. Nathan, Yan Wang et al.

Medical Physics

Computer-Aided Diagnosis of Melanoma Using Border- and Wavelet-Based Texture Analysis

Rahil Garnavi, M. Aldeen, James Bailey

IEEE Transactions on Information Technology in Biomedicine

The False‐Negative Rate of Sentinel Node Biopsy in Patients with Breast Cancer: A Meta‐Analysis

Sarah Pesek, Taka Ashikaga, Lars Erik Krag et al.

World Journal of Surgery

Standardization of Gleason grading among 337 European pathologists

Lars Egevad, Amar Ahmad, Ferrán Algaba et al.

Histopathology

Texture analysis in assessment and prediction of chemotherapy response in breast cancer

Arfan Ahmed, Peter Gibbs, Martin D. Pickles et al.

Journal of Magnetic Resonance Imaging

Two-View and Single-View Tomosynthesis versus Full-Field Digital Mammography: High-Resolution X-Ray Imaging Observer Study

Matthew Wallis, Elin Moa, Federica Zanca et al.

Radiology

Digital Breast Tomosynthesis versus Supplemental Diagnostic Mammographic Views for Evaluation of Noncalcified Breast Lesions

Margarita L. Zuley, Andriy I. Bandos, Marie A. Ganott et al.

Radiology

Development of Novel Breast Cancer Recurrence Prediction Model Using Support Vector Machine

Woojae Kim, Ku Sang Kim, Jeong Eon Lee et al.

Journal of Breast Cancer

A comparison of the accuracy of film-screen mammography, full-field digital mammography, and digital breast tomosynthesis

Michael Michell, Asif Iqbal, Rema Wasan et al.

Clinical Radiology

Learning to Detect Cells Using Non-overlapping Extremal Regions

Carlos Arteta, Victor Lempitsky, J. Alison Noble et al.

Lecture notes in computer science

SVM-Based Characterization of Liver Ultrasound Images Using Wavelet Packet Texture Descriptors

Jitendra Virmani, Vinod Kumar, Naveen Kalra et al.

Journal of Digital Imaging

Strategies for De-identification and Anonymization of Electronic Health Record Data for Use in Multicenter Research Studies

Clete A. Kushida, Deborah A. Nichols, Rik Jadrnicek et al.

Medical Care

Automatic Detection of Melanoma Skin Cancer using Texture Analysis

Mai S. Mabrouk, Mariam Ahmed Sheha, Amr Sharawy

International Journal of Computer Applications

Lung Cancer Detection Using Image Processing Techniques

Mokhled AlTarawneh

SHILAP Revista de lepidopterología

An informatics approach to analyzing the incidentalome

Jonathan S. Berg, Michael C. C. Adams, Nassib Nassar et al.

Genetics in Medicine

Breast tomosynthesis and digital mammography: a comparison of diagnostic accuracy

Tony Svahn, Dev P. Chakraborty, Debra M. Ikeda et al.

British Journal of Radiology

Relationship Between Mammographic Density and Breast Cancer Death in the Breast Cancer Surveillance Consortium

Gretchen L. Gierach, Laura Ichikawa, Karla Kerlikowske et al.

JNCI Journal of the National Cancer Institute

2012 5th International Congress on Image and Signal Processing

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Comparison of Seven Tests for High-Grade Cervical Intraepithelial Neoplasia in Women with Abnormal Smears: the Predictors 2 Study

Anne Szarewski, David Mesher, Louise Cadman et al.

Journal of Clinical Microbiology

Completely Automated Segmentation Approach for Breast Ultrasound Images Using Multiple-Domain Features

Juan Shan, Heng-Da Cheng, Yuxuan Wang

Ultrasound in Medicine & Biology

Lung Cancer Detection on CT Images by Using Image Processing

Anita Chaudhary, Sonit Singh

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Clinical Digital Breast Tomosynthesis System: Dosimetric Characterization

Steve Si Jia Feng, Ioannis Sechopoulos

Radiology

Inter- and intraradiologist variability in the BI-RADS assessment and breast density categories for screening mammograms

A Redondo, Mercè Comas, Francesc Macià et al.

British Journal of Radiology

Toward Routine Use of 3D Histopathology as a Research Tool

Nicholas Roberts, Derek Magee, Yi Song et al.

American Journal Of Pathology

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

Nina Linder, Juho Konsti, Riku Turkki et al.

Diagnostic Pathology

Improved breast cancer detection in asymptomatic women using 3D-automated breast ultrasound in mammographically dense breasts

Vincenzo Giuliano, Concetta Giuliano

Clinical Imaging