Katja Pinker

ORCID: 0000-0002-2722-7331
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About
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Research Areas
  • MRI in cancer diagnosis
  • Radiomics and Machine Learning in Medical Imaging
  • Medical Imaging Techniques and Applications
  • Advanced MRI Techniques and Applications
  • AI in cancer detection
  • Breast Lesions and Carcinomas
  • Breast Cancer Treatment Studies
  • Advanced Neuroimaging Techniques and Applications
  • Digital Radiography and Breast Imaging
  • Global Cancer Incidence and Screening
  • Lanthanide and Transition Metal Complexes
  • Prostate Cancer Diagnosis and Treatment
  • Osteoarthritis Treatment and Mechanisms
  • Prostate Cancer Treatment and Research
  • Knee injuries and reconstruction techniques
  • Ultrasound Imaging and Elastography
  • Glioma Diagnosis and Treatment
  • Brain Metastases and Treatment
  • Cancer Genomics and Diagnostics
  • Meningioma and schwannoma management
  • Photoacoustic and Ultrasonic Imaging
  • Lung Cancer Diagnosis and Treatment
  • Bioinformatics and Genomic Networks
  • Advanced NMR Techniques and Applications
  • Cancer Risks and Factors

Memorial Sloan Kettering Cancer Center
2016-2025

Columbia University Irving Medical Center
2023-2025

Columbia University
2024-2025

Medical University of Vienna
2015-2024

Vienna General Hospital
2006-2024

New York Hospital Queens
2024

Hospital of the University of Pennsylvania
2024

NewYork–Presbyterian Hospital
2024

Cornell University
2023-2024

The University of Texas Southwestern Medical Center
2024

Abstract The European Society of Breast Radiology (EUSOBI) established an International DWI working group. group consists clinical breast MRI experts, physicists, and representatives from large vendors equipment, invited based upon proven expertise in and/or particular DWI, representing 25 sites 16 countries. aims the are (a) to promote use into practice by issuing consensus statements initiate collaborative research where appropriate; (b) define necessary standards provide practical...

10.1007/s00330-019-06510-3 article EN cc-by European Radiology 2019-11-30

To compare the diagnostic quality of diffusion-weighted (DW) imaging schemes with regard to apparent diffusion coefficient (ADC) accuracy, ADC precision, and DW contrast-to-noise ratio (CNR) for different types lesions breast tissue.Institutional review board approval written, informed consent were obtained. Fifty-one patients histopathologic correlation or follow-up performed a 3.0-T MR imager included in this study. There 112 regions interest drawn 24 malignant, 17 benign, 20 cystic, 51...

10.1148/radiol.2532081718 article EN Radiology 2009-08-01

Abstract Breast density is an independent risk factor for the development of breast cancer and also decreases sensitivity mammography screening. Consequently, women with extremely dense breasts face increased late diagnosis cancer. These are, therefore, underserved current mammographic screening programs. The results recent studies reporting on contrast-enhanced MRI as a method in provide compelling evidence that this approach can enable important reduction mortality these cost-effective....

10.1007/s00330-022-08617-6 article EN cc-by European Radiology 2022-03-08

Purpose The aim of this study was to assess the potential machine learning with multiparametric magnetic resonance imaging (mpMRI) for early prediction pathological complete response (pCR) neoadjuvant chemotherapy (NAC) and survival outcomes in breast cancer patients. Materials Methods This institutional review board–approved prospective included 38 women (median age, 46.5 years; range, 25–70 years) who were scheduled NAC underwent mpMRI at 3 T dynamic contrast-enhanced (DCE),...

10.1097/rli.0000000000000518 article EN Investigative Radiology 2018-10-24

We summarise here the information to be provided women and referring physicians about percutaneous breast biopsy lesion localisation under imaging guidance. After explaining why a preoperative diagnosis with is preferred surgical biopsy, we illustrate criteria used by radiologists for choosing most appropriate combination of device type sampling technique Then, describe commonly devices, from fine-needle tissue larger needles, namely core needle vacuum-assisted how mammography, digital...

10.1186/s13244-019-0803-x article EN cc-by Insights into Imaging 2020-02-05

We propose a decision-referral approach for integrating artificial intelligence (AI) into the breast-cancer screening pathway, whereby algorithm makes predictions on basis of its quantification uncertainty. Algorithmic assessments with high certainty are done automatically, whereas lower referred to radiologist. This two-part AI system can triage normal mammography exams and provide post-hoc cancer detection maintain degree sensitivity. study aimed evaluate performance this sensitivity...

10.1016/s2589-7500(22)00070-x article EN cc-by The Lancet Digital Health 2022-06-21

Background The performance of publicly available large language models (LLMs) remains unclear for complex clinical tasks. Purpose To evaluate the agreement between human readers and LLMs Breast Imaging Reporting Data System (BI-RADS) categories assigned based on breast imaging reports written in three languages to assess impact discordant category assignments management. Materials Methods This retrospective study included women who underwent MRI, mammography, and/or US cancer screening or...

10.1148/radiol.232133 article EN Radiology 2024-04-01

Purpose To qualitatively and quantitatively compare the diagnostic value of diffusion-weighted (DW) magnetic resonance (MR) imaging based on standard single-shot echo-planar readout-segmented in patients with breast cancer at 3.0 T. Materials Methods Institutional review board approval written informed consent were obtained. Forty-seven 49 histopathologically verified lesions included this study. In all patients, DW imaging, comparable parameters, was performed a 3.0-T MR imager. Two...

10.1148/radiol.12111494 article EN Radiology 2012-03-22

EUSOBI and 30 national breast radiology bodies support mammography for population-based screening, demonstrated to reduce cancer (BC) mortality treatment impact. According the International Agency Research on Cancer, reduction in is 40 % women aged 50–69 years taking up invitation while probability of false-positive needle biopsy <1 per round overdiagnosis only 1–10 a 20-year screening. Mortality was also observed age groups 40–49 70–74 years, although with “limited evidence”. Thus, we...

10.1007/s00330-016-4612-z article EN cc-by European Radiology 2016-11-02

This article summarises the information that should be provided to women and referring physicians about breast ultrasound (US). After explaining physical principles, technical procedure safety of US, is given its ability make a correct diagnosis, depending on setting in which it applied. The following definite indications for US female subjects are proposed: palpable lump; axillary adenopathy; first diagnostic approach clinical abnormalities under 40 pregnant or lactating women; suspicious...

10.1007/s13244-018-0636-z article EN cc-by Insights into Imaging 2018-08-01

The aims of this study were to compare dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) with diffusion-weighted (DWI) apparent diffusion coefficient mapping as a stand-alone parameter without any other supportive sequence for breast cancer detection and assess its combination multiparametric MRI (mpMRI) the breast.In institutional review board-approved single-center study, prospectively acquired data 106 patients who underwent from 12/2010 09/2014 an abnormality (Breast...

10.1097/rli.0000000000000465 article EN Investigative Radiology 2018-04-04

The purpose of this study was to compare the diagnostic accuracy dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) as a single parameter multiparametric (MP) MRI with 2 (DCE and diffusion-weighted [DWI]) 3 MRI, DWI, 3-dimensional proton spectroscopic [3D H-MRSI]) parameters in breast cancer diagnosis.This prospective approved by institutional review board. Written informed consent obtained all patients. One hundred thirteen female patients (mean age, 52 years; range, 22-86...

10.1097/rli.0000000000000029 article EN Investigative Radiology 2014-02-24
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