A new family of distance functions for perceptual similarity retrieval of medical images.

Abstract:

:A long-standing challenge of content-based image retrieval (CBIR) systems is the definition of a suitable distance function to measure the similarity between images in an application context which complies with the human perception of similarity. In this paper, we present a new family of distance functions, called attribute concurrence influence distances (AID), which serve to retrieve images by similarity. These distances address an important aspect of the psychophysical notion of similarity in comparisons of images: the effect of concurrent variations in the values of different image attributes. The AID functions allow for comparisons of feature vectors by choosing one of two parameterized expressions: one targeting weak attribute concurrence influence and the other for strong concurrence influence. This paper presents the mathematical definition and implementation of the AID family for a two-dimensional feature space and its extension to any dimension. The composition of the AID family with L (p) distance family is considered to propose a procedure to determine the best distance for a specific application. Experimental results involving several sets of medical images demonstrate that, taking as reference the perception of the specialist in the field (radiologist), the AID functions perform better than the general distance functions commonly used in CBIR.

journal_name

J Digit Imaging

authors

Felipe JC,Traina C Jr,Traina AJ

doi

10.1007/s10278-007-9084-x

subject

Has Abstract

pub_date

2009-04-01 00:00:00

pages

183-201

issue

2

eissn

0897-1889

issn

1618-727X

journal_volume

22

pub_type

杂志文章,评审
  • Computer-aided detection of architectural distortion in prior mammograms of interval cancer.

    abstract::Architectural distortion is an important sign of breast cancer, but because of its subtlety, it is a common cause of false-negative findings on screening mammograms. This paper presents methods for the detection of architectural distortion in mammograms of interval cancer cases taken prior to the detection of breast c...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-009-9257-x

    authors: Rangayyan RM,Banik S,Desautels JE

    更新日期:2010-10-01 00:00:00

  • Free DICOM-Viewers for Veterinary Medicine : Survey and Comparison of Functionality and User-Friendliness of Medical Imaging PACS-DICOM-Viewer Freeware for Specific Use in Veterinary Medicine Practices.

    abstract::There is increasing prevalence of digital diagnostic imaging in veterinary medicine with a progressive need to use medical imaging software. As Digital Imaging and Communications in Medicine (DICOM)-viewers for veterinary use do not require medical device approval in many countries, freeware viewers might be a practic...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-019-00194-3

    authors: Brühschwein A,Klever J,Hoffmann AS,Huber D,Kaufmann E,Reese S,Meyer-Lindenberg A

    更新日期:2020-02-01 00:00:00

  • The Effect of Registration on Voxel-Wise Tofts Model Parameters and Uncertainties from DCE-MRI of Early-Stage Breast Cancer Patients Using 3DSlicer.

    abstract::We quantitatively investigate the influence of image registration, using open-source software (3DSlicer), on kinetic analysis (Tofts model) of dynamic contrast enhanced MRI of early-stage breast cancer patients. We also show that registration computation time can be reduced by reducing the percent sampling (PS) of vox...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-020-00374-6

    authors: Mouawad M,Biernaski H,Brackstone M,Lock M,Kornecki A,Shmuilovich O,Ben-Nachum I,Prato FS,Thompson RT,Gaede S,Gelman N

    更新日期:2020-10-01 00:00:00

  • Imaging Informatics Fellowship Curriculum: a Survey to Identify Core Topics and Potential Inter-Program Areas of Collaboration.

    abstract::New consumer technologies and interoperability standards have dated the first standardized curriculum for imaging informatics fellowships suggested by the Society for Computer Applications in Radiology (SCAR) in 2004 (Journal of digital imaging 17(4):244-248, 2004). Last year, analysis from this institution characteri...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-019-00292-2

    authors: Makeeva V,Vey B,Cook TS,Nagy P,Filice RW,Wang KC,Balthazar P,Harri P,Safdar NM

    更新日期:2020-04-01 00:00:00

  • PDA-phone-based instant transmission of radiological images over a CDMA network by combining the PACS screen with a Bluetooth-interfaced local wireless link.

    abstract::Remote teleconsultation by specialists is important for timely, correct, and specialized emergency surgical and medical decision making. In this paper, we designed a new personal digital assistant (PDA)-phone-based emergency teleradiology system by combining cellular communication with Bluetooth-interfaced local wirel...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-007-9002-2

    authors: Kim DK,Yoo SK,Park JJ,Kim SH

    更新日期:2007-06-01 00:00:00

  • Acceptance testing of integrated picture archiving and communications systems.

    abstract::An integrated picture archiving and communication system (PACS) is a large investment in both money and resources. With all of the components and systems contained in the PACS, a methodical set of protocols and procedures must be developed to test all aspects of the PACS within the short time allocated for contract co...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168789

    authors: Lewis TE,Horton MC,Kinsey TV,Shelton PD

    更新日期:1999-05-01 00:00:00

  • Increasing the number of gray shades in medical display systems--how much is enough?

    abstract::Medical images produced by x-ray detectors, computed tomography (CT) scanners, and other modalities typically contain between 12-16 bits/pixel, which corresponds to 4,096-65,536 shades of gray. On the other hand, we see that these images are visualized by means of medical displays that have much lower available number...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-006-1052-3

    authors: Kimpe T,Tuytschaever T

    更新日期:2007-12-01 00:00:00

  • Computed radiography printing problems: a quantitative, observer-independent solution.

    abstract::Even though facilities using computed radiography (CR) operate in an electronic environment, the production of hard-copy films is still necessary during the transition period, as well as for particular needs following complete implementation. We have implemented a quantitative technique to match the response of printe...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03167622

    authors: Hildestad CA,Morin RL

    更新日期:2000-05-01 00:00:00

  • Clinical evaluation of irreversible data compression for computed radiography of the chest.

    abstract::Efficient data compression is essential for practical daily operation of computed radiography (CR) systems. In this study the clinical applicability of type III irreversible high data compression using an FCR 9501 chest unit (Fuji Photo Film, Tokyo, Japan) was evaluated. Sixty-eight normal and 93 various abnormal case...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03178080

    authors: Egashira K,Nakata H,Watanabe H,Uchida K,Nakamura K,Ishino Y,Horino K,Yoshikawa R

    更新日期:1998-11-01 00:00:00

  • Precise measurement of vertebral bone density using computed tomography without the use of an external reference phantom.

    abstract::Bone density measurement by quantitative computed tomography (QCT) commonly uses an external reference phantom to decrease scan-to-scan and scanner-to-scanner variability. However, the peripheral location of these phantoms and other phantom variables is also responsible for a measurable degradation in accuracy and pre...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168013

    authors: Boden SD,Goodenough DJ,Stockham CD,Jacobs E,Dina T,Allman RM

    更新日期:1989-02-01 00:00:00

  • Contrast information of digital imaging in laser film digitizer and display monitor.

    abstract::A 10-bit or 12-bit gray scale is provided in commercial laser film digitizers. The true contrast resolution on the digitized image within a laser spot area of 200 microns in diameter is limited by both the quantum mottle and instrumentation noise. In this report, we investigated the mean value, standard deviation, and...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03170571

    authors: Lo SC,Gaskill JW,Mun SK,Krasner BH

    更新日期:1990-05-01 00:00:00

  • Stereoscopic interpretation of low-dose breast tomosynthesis projection images.

    abstract::The purpose of this study was to evaluate stereoscopic perception of low-dose breast tomosynthesis projection images. In this Institutional Review Board exempt study, craniocaudal breast tomosynthesis cases (N = 47), consisting of 23 biopsy-proven malignant mass cases and 24 normal cases, were retrospectively reviewed...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-013-9648-x

    authors: Muralidhar GS,Markey MK,Bovik AC,Haygood TM,Stephens TW,Geiser WR,Garg N,Adrada BE,Dogan BE,Carkaci S,Khisty R,Whitman GJ

    更新日期:2014-04-01 00:00:00

  • Indexing thoracic CT reports using a preliminary version of a standardized radiological lexicon (RadLex).

    abstract:INTRODUCTION:To validate a preliminary version of a radiological lexicon (RadLex) against terms found in thoracic CT reports and to index report content in RadLex term categories. MATERIAL AND METHODS:Terms from a random sample of 200 thoracic CT reports were extracted using a text processor and matched against RadLex...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-007-9051-6

    authors: Marwede D,Schulz T,Kahn T

    更新日期:2008-12-01 00:00:00

  • 10 Steps to Strategically Build and Implement your Enterprise Imaging System: HIMSS-SIIM Collaborative White Paper.

    abstract::An enterprise imaging (EI) strategy is an organized plan to optimize the electronic health record (EHR) so that healthcare providers have intuitive and immediate access to all patient clinical images and their associated documentation, regardless of source. We describe ten steps recommended to achieve the goal of impl...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章,评审

    doi:10.1007/s10278-019-00236-w

    authors: Primo H,Bishop M,Lannum L,Cram D,Nader A,Boodoo R

    更新日期:2019-08-01 00:00:00

  • Integrating IT into the radiology environment.

    abstract::Rather than perpetuating the struggle, "who controls the PACS, Radiology or Information Technology (IT)," Community Hospital of the Monterey Peninsula (CHOMP) took the approach of incorporating IT support within the Radiology Department. CHOMP faced the challenge of staffing Radiology computer systems and networks by ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-002-5048-3

    authors: McDonald A

    更新日期:2002-01-01 00:00:00

  • Classification of breast masses using selected shape, edge-sharpness, and texture features with linear and kernel-based classifiers.

    abstract::Breast masses due to benign disease and malignant tumors related to breast cancer differ in terms of shape, edge-sharpness, and texture characteristics. In this study, we evaluate a set of 22 features including 5 shape factors, 3 edge-sharpness measures, and 14 texture features computed from 111 regions in mammograms,...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-007-9102-z

    authors: Mu T,Nandi AK,Rangayyan RM

    更新日期:2008-06-01 00:00:00

  • Integrating patient digital photographs with medical imaging examinations.

    abstract::We introduce the concept, benefits, and general architecture for acquiring, storing, and displaying digital photographs along with medical imaging examinations. We also discuss a specific implementation built around an Android-based system for simultaneously acquiring digital photographs along with portable radiograph...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章,评审

    doi:10.1007/s10278-013-9579-6

    authors: Ramamurthy S,Bhatti P,Arepalli CD,Salama M,Provenzale JM,Tridandapani S

    更新日期:2013-10-01 00:00:00

  • Toward Data-Driven Radiology Education-Early Experience Building Multi-Institutional Academic Trainee Interpretation Log Database (MATILDA).

    abstract::The residency review committee of the Accreditation Council of Graduate Medical Education (ACGME) collects data on resident exam volume and sets minimum requirements. However, this data is not made readily available, and the ACGME does not share their tools or methodology. It is therefore difficult to assess the integ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章,多中心研究

    doi:10.1007/s10278-016-9872-2

    authors: Chen PH,Loehfelm TW,Kamer AP,Lemmon AB,Cook TS,Kohli MD

    更新日期:2016-12-01 00:00:00

  • Can paper replace laser film to communicate the results of wrist radiographs in trauma cases? A reproducibility study of the reading of wrist trauma case radiographs on a PACS workstation, laser film, and paper.

    abstract::The main goal of this study was to determine the reproducibility of the reading of wrist trauma case radiographs using three different media: laser film, a picture archiving and communication systems (PACS) workstation, and paper with an optimized layout. The study was conducted retrospectively in 200 consecutive pati...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-013-9613-8

    authors: Teixeira P,Zabel JP,Baumann C,Albizzati S,Coudane H,Winninger D,Blum A

    更新日期:2013-12-01 00:00:00

  • An ROC study of chest radiographs: 2K Versus 4K high-resolution soft-copy images.

    abstract::Computed radiography of chest with a 4K image array was recently introduced. We performed a multiobserver study to compare the diagnostic accuracy of 2K (standard) and 4K (high quality) chest radiographs displayed on a 5-mega-pixel monitor (2K monitor). One hundred cases of posteroanterior chest radiographs (a total o...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-006-1048-z

    authors: Kim SY,Hwang YJ,Han YH,Seo JW,Lee JY,Kim YH,Cha SJ,Hur G,Lee SS

    更新日期:2007-12-01 00:00:00

  • Incorporating out-patient data from CD-R into the local PACS using DICOM worklist features.

    abstract::With the introduction of digital imaging in radiology, CD-Rs are increasingly used to distribute patient materials. This study investigates the application of a new software package and work protocol to integrate out-hospital data into the local PACS (picture archive and communication system) archive, which is hampere...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-005-5158-9

    authors: van Ooijen PM,Guignot J,Mevel G,Oudkerk M

    更新日期:2005-09-01 00:00:00

  • What is a wiki, and how can it be used in resident education?

    abstract::Training as a radiology resident is a complex task. Residents frequently encounter multiple hospital systems, each with unique workflow patterns and heterogenous information systems. We identified an opportunity to ease some of the resulting anxiety and frustration by centralizing high-quality resources using a wiki. ...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-010-9292-7

    authors: Kohli MD,Bradshaw JK

    更新日期:2011-02-01 00:00:00

  • An interactive RADIANCE toolkit for customizable CT dose monitoring and reporting.

    abstract::The need for tools to monitor imaging-related radiation has grown dramatically in recent years. RADIANCE, a freely available open-source dose-monitoring tool, was developed in response to the need for an informatics solution in this realm. A number of open-source as well as commercial solutions have since been develop...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-013-9570-2

    authors: Cook TS,Sundaram A,Boonn WW,Kim W

    更新日期:2013-08-01 00:00:00

  • Estimates of Patient Radiation Doses in Digital Radiography Using DICOM Information at a Large Teaching Hospital in Oman.

    abstract::In this study, we sought to estimate the patient radiation doses in the digital radiography X-ray examinations conducted in a large hospital. The patient exposure factors and kerma-area product (PKA) were retrospectively recorded via the Digital Imaging and Communications in Medicine (DICOM) header for 547 patients. T...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-019-00199-y

    authors: Suliman II

    更新日期:2020-02-01 00:00:00

  • A Pilot Study on the Development of Remote Quality Control of Digital Mammography Systems in the NHS Breast Screening Programme.

    abstract::In the UK, physicists and radiographers perform routine quality control (QC) of digital mammography equipment at daily, weekly and monthly intervals. The tests performed and tolerances are specified by standard protocols. The manual nature of many of the tests introduces variability due to the positioning of regions o...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-014-9759-z

    authors: Looney P,Halling-Brown MD,Oduko JM,Young KC

    更新日期:2015-10-01 00:00:00

  • MABAL: a Novel Deep-Learning Architecture for Machine-Assisted Bone Age Labeling.

    abstract::Bone age assessment (BAA) is a commonly performed diagnostic study in pediatric radiology to assess skeletal maturity. The most commonly utilized method for assessment of BAA is the Greulich and Pyle method (Pediatr Radiol 46.9:1269-1274, 2016; Arch Dis Child 81.2:172-173, 1999) atlas. The evaluation of BAA can be a t...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-018-0053-3

    authors: Mutasa S,Chang PD,Ruzal-Shapiro C,Ayyala R

    更新日期:2018-08-01 00:00:00

  • Diagnostic accuracy of film-based, TIFF, and wavelet compressed digital temporomandibular joint images.

    abstract::The purpose of this research was to determine if digitization and the application of various compression routines to digital images of temporomandibular joint (TMJ) radiographs would diminish observer accuracy in the detection of specific osseous characteristics associated with TMJ degenerative joint disease (DJD). Ni...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/BF03168339

    authors: Trapnell CJ,Scarfe WC,Cook JH,Silvejra AM,Regennitter FJ,Haskell BS

    更新日期:2000-02-01 00:00:00

  • Use of a thin-section archive and enterprise 3D software for long-term storage of thin-slice CT data sets.

    abstract::Rapid advances are changing the technology and applications of multidetector computed tomography (CT) scanners. The major increase in data associated with this new technology, however, breaks most commercial picture archiving and communication system (PACS) architectures by preventing them from delivering data in real...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-006-0925-9

    authors: Meenan C,Daly B,Toland C,Nagy P

    更新日期:2006-01-01 00:00:00

  • INDIAM--an e-learning system for the interpretation of mammograms.

    abstract::We propose the design of a teaching system named Interpretation and Diagnosis of Mammograms (INDIAM) for training students in the interpretation of mammograms and diagnosis of breast cancer. The proposed system integrates an illustrated tutorial on radiology of the breast, that is, mammography, which uses education te...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-008-9111-6

    authors: Guliato D,Bôaventura RS,Maia MA,Rangayyan RM,Simedo MS,Macedo TA

    更新日期:2009-08-01 00:00:00

  • Assessing the accuracy factors in the determination of postoperative acetabular cup orientation using hybrid 2D-3D registration.

    abstract::Single standard anteroposterior radiograph-based methods for measuring cup orientation following total hip arthroplasty (THA) are subject to substantial errors if the individual pelvic orientation with respect to X-ray plate is not taken into consideration. Previously, we proposed to use a hybrid 2D-3D registration sc...

    journal_title:Journal of digital imaging

    pub_type: 杂志文章

    doi:10.1007/s10278-009-9226-4

    authors: Zheng G

    更新日期:2010-12-01 00:00:00