Top Papers: KI in der Krebserkennung (2011)

Die 50 meistzitierten Arbeiten zu KI in der Krebserkennung aus dem Jahr 2011 (von 1.851 insgesamt).

Krebs frühzeitig zu erkennen kann Leben retten – und genau hier setzt KI an. Deep-Learning-Modelle erreichen inzwischen bei bestimmten Tumorarten eine Erkennungsgenauigkeit, die mit der erfahrener Pathologen vergleichbar ist. Die Forschung umfasst Hautkrebs-Screening, Brustkrebs-Mammographie, Lungennoduli-Erkennung und vieles mehr. Hier finden Sie die einflussreichsten und neuesten Studien zu diesem Thema.

2009 2010 2011 2012

#	Paper	Zitationen
1	The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans Samuel G. Armato, Geoffrey McLennan, Luc Bidaut et al. Medical Physics	2.690
2	INbreast Inês Moreira, Igor Amaral, Inês Domingues et al. Academic Radiology	1.116
3	Systematic Analysis of Breast Cancer Morphology Uncovers Stromal Features Associated with Survival Andrew H. Beck, Ankur R. Sangoi, Samuel Leung et al. Science Translational Medicine	786
4	Mammographic density and breast cancer risk: current understanding and future prospects Norman F. Boyd, Lisa J. Martin, Martin J. Yaffe et al. Breast Cancer Research	609
5	All-IDB: The acute lymphoblastic leukemia image database for image processing Ruggero Donida Labati, Vincenzo Piuri, Fabio Scotti —	489
6	Digital Imaging in Pathology: Whole-Slide Imaging and Beyond Farzad Ghaznavi, Andrew Evans, Anant Madabhushi et al. Annual Review of Pathology Mechanisms of Disease	457
7	Review of the current state of whole slide imaging in pathology Liron Pantanowitz, Paul N. Valenstein, Andrew Evans et al. Journal of Pathology Informatics	420
8	Cumulative Probability of False-Positive Recall or Biopsy Recommendation After 10 Years of Screening Mammography Rebecca A. Hubbard, Karla Kerlikowske, Chris I. Flowers et al. Annals of Internal Medicine	412
9	Ductal Carcinoma in Situ at Core-Needle Biopsy: Meta-Analysis of Underestimation and Predictors of Invasive Breast Cancer Meagan Brennan, Robin Turner, Stefano Ciatto et al. Radiology	407
10	Automatic recognition of five types of white blood cells in peripheral blood S. Hamid Rezatofighi, Hamid Soltanian‐Zadeh Computerized Medical Imaging and Graphics	396
11	The Danish Pathology Register Beth Bjerregaard, Ole B. Larsen Scandinavian Journal of Public Health	389
12	Digital Imaging and Communications in Medicine (DICOM) Oleg S. Pianykh —	371
13	Digital pathology: current status and future perspectives Shaimaa Al‐Janabi, André Huisman, P. J. van Diest Histopathology	359
14	Computer-aided Diagnosis: How to Move from the Laboratory to the Clinic Bram van Ginneken, Cornelia Schaefer‐Prokop, Mathias Prokop Radiology	306
15	Adaptive local thresholding for detection of nuclei in diversity stained cytology images Neerad Phansalkar, Sumit More, Ashish Sabale et al. —	295
16	The Cardiac Atlas Project—an imaging database for computational modeling and statistical atlases of the heart Carissa G. Fonseca, Michael Backhaus, David A. Bluemke et al. Bioinformatics	273
17	Computational pathology: Challenges and promises for tissue analysis Thomas J. Fuchs, Joachim M. Buhmann Computerized Medical Imaging and Graphics	271
18	Comparative Effectiveness of Digital Versus Film-Screen Mammography in Community Practice in the United States Karla Kerlikowske, Rebecca A. Hubbard, Diana L. Miglioretti et al. Annals of Internal Medicine	267
19	Detection and Classification of Calcifications on Digital Breast Tomosynthesis and 2D Digital Mammography: A Comparison Marion Lee Spangler, Margarita L. Zuley, Jules H. Sumkin et al. American Journal of Roentgenology	263
20	ANN vs. SVM: Which one performs better in classification of MCCs in mammogram imaging Jinchang Ren Knowledge-Based Systems	259
21	Artificial Neural Networks in Medical Diagnosis Qeethara Kadhim Al-Shayea —	258
22	Building a reference multimedia database for interstitial lung diseases Adrien Depeursinge, Alejandro Vargas, Alexandra Platon et al. Computerized Medical Imaging and Graphics	242
23	Classification of benign and malignant masses based on Zernike moments Amir Tahmasbi, Forough Saki, Shahriar B. Shokouhi Computers in Biology and Medicine	238
24	Robust Segmentation of Overlapping Cells in Histopathology Specimens Using Parallel Seed Detection and Repulsive Level Set Xin Qi, Fuyong Xing, David J. Foran et al. IEEE Transactions on Biomedical Engineering	232
25	Mammographic Breast Density and Subsequent Risk of Breast Cancer in Postmenopausal Women According to Tumor Characteristics Lusine Yaghjyan, Graham A. Colditz, LC Collins et al. JNCI Journal of the National Cancer Institute	230
26	Benefits of total body photography and digital dermatoscopy (“two-step method of digital follow-up”) in the early diagnosis of melanoma in patients at high risk for melanoma Gabriel Salerni, Cristina Carrera, Louise Lovatto et al. Journal of the American Academy of Dermatology	225
27	A novel computer-aided lung nodule detection system for CT images Maxine Tan, Rudi Deklerck, Bart Jansen et al. Medical Physics	224
28	Clinical Validation of the cobas 4800 HPV Test for Cervical Screening Purposes Daniëlle A.M. Heideman, Albertus T. Hesselink, Johannes Berkhof et al. Journal of Clinical Microbiology	212
29	Lymphatic Mapping and Sentinel Lymph Node Biopsy in Patients With Melanoma: A Meta-Analysis Matías E. Valsecchi, Damian Silbermins, Nicole de Rosa et al. Journal of Clinical Oncology	210
30	Prognosis in Patients With Sentinel Node–Positive Melanoma Is Accurately Defined by the Combined Rotterdam Tumor Load and Dewar Topography Criteria Augustinus P. T. van der Ploeg, Alexander C. J. van Akkooi, Piotr Rutkowski et al. Journal of Clinical Oncology	208
31	Partitioning Histopathological Images: An Integrated Framework for Supervised Color-Texture Segmentation and Cell Splitting Hui Kong, Metin N. Gürcan, Kamel Belkacem-Boussaid IEEE Transactions on Medical Imaging	205
32	Computer-Aided Diagnosis and Artificial Intelligence in Clinical Imaging Junji Shiraishi, Qiang Li, Daniel Appelbaum et al. Seminars in Nuclear Medicine	204
33	Accuracy in melanoma detection: A 10-year multicenter survey Giuseppe Argenziano, Lorenzo Cerroni, Iris Zalaudek et al. Journal of the American Academy of Dermatology	203
34	Digital Quantification of Five High-Grade Prostate Cancer Patterns, Including the Cribriform Pattern, and Their Association With Adverse Outcome Kenneth A. Iczkowski, Kathleen C. Torkko, Gregory Kotnis et al. American Journal of Clinical Pathology	202
35	Breast Imaging Reporting and Data System Manfred Schwab —	200
36	A Multicentered, Randomized, Controlled Trial Comparing Radioguided Seed Localization to Standard Wire Localization for Nonpalpable, Invasive and in situ Breast Carcinomas Peter Lovrics, Charlie H. Goldsmith, Nicole Hodgson et al. Annals of Surgical Oncology	197
37	Computerized classification of intraductal breast lesions using histopathological images M. Murat Dundar, Sunil Badve, Gökhan Bilgin et al. IEEE Transactions on Biomedical Engineering	195
38	Melanoma survival in the United States, 1992 to 2005 Lori A. Pollack, Jun Li, Zahava Berkowitz et al. Journal of the American Academy of Dermatology	190
39	WBCD breast cancer database classification applying artificial metaplasticity neural network Alexis Marcano-Cedeño, J. Quintanilla-Domínguez, Diego Andina Expert Systems with Applications	190
40	Knowledge-based IMRT treatment planning for prostate cancer V Chanyavanich, Shiva K. Das, W. Robert Lee et al. Medical Physics	190
41	Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach Shanhui Sun, Christian Bauer, Reinhard Beichel IEEE Transactions on Medical Imaging	188
42	Measures of Diagnostic Accuracy: Sensitivity, Specificity, PPV and NPV Hwee Bee Wong, Gek Hsiang Lim Proceedings of Singapore Healthcare	180
43	Calcifications in the Breast and Digital Breast Tomosynthesis Daniel B. Kopans, Sara C. Gavenonis, Elkan F. Halpern et al. The Breast Journal	171
44	Effectiveness of Computer-Aided Detection in Community Mammography Practice Joshua J. Fenton, Linn Abraham, Stephen H. Taplin et al. JNCI Journal of the National Cancer Institute	169
45	Breast Tomosynthesis Jay A. Baker, Joseph Y. Lo Academic Radiology	164
46	Geometric Structure of High-Dimensional Data and Dimensionality Reduction Jianzhong Wang —	163
47	Volume of Mammographic Density and Risk of Breast Cancer John Shepherd, Karla Kerlikowske, Lin Ma et al. Cancer Epidemiology Biomarkers & Prevention	160
48	Digital Breast Tomosynthesis Is Comparable to Mammographic Spot Views for Mass Characterization Mitra Noroozian, Lubomir M. Hadjiiski, Sahand Rahnama‐Moghadam et al. Radiology	158
49	DATA MINING CLASSIFICATION TECHNIQUES APPLIED FOR BREAST CANCER DIAGNOSIS AND PROGNOSIS Shelly Gupta, Dharminder Kumar, Anand Sharma —	154
50	Breast imaging: A survey S. Vinitha Sree World Journal of Clinical Oncology	154

Top Papers: KI in der Krebserkennung (2011)

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