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Table 2 Summary of publications/accomplishments in fully automated-data driven gating

From: On transcending the impasse of respiratory motion correction applications in routine clinical imaging - a consideration of a fully automated data driven motion control framework

Year

Author

Journal/conference

Title

Summary

Attenuation correction

Computer to hardware

Number of patient scans

Studied radiotracers

2001

Klein et al. [19]

IEEE workshop

Fine-scale motion detection using intrinsic list mode PET information

Introduction of axial DD center-of-mass strategy for respiratory motion characterization in cardiac imaging

Yes

Yes

12

FDG

2003

Schleyer et. al. [20]

US patent

Data driven motion correction for nuclear imaging

Introduction of DD masking strategy for respiratory gating in NM imaging

No

No

-

-

2007

Kesner et. al. [21]

SNM annual conference

Respiratory gated PET based on time activity curve analysis

Introduction of DD sinogram voxel fluctuation method

No

No

Sim

FDG

2008

He et. al. [22]

IEEE TNS

A novel method for respiratory motion gated with geometric sensitivity of the scanner in 3D PET

Introduction of DD geometric sensitivity method

Yes

No

1 + sim

FDG

2009

Schleyer et. al. [23]

PMB

Retrospective data-driven respiratory gating for PET/CT

Introduction of "spectral analysis" approach to optimal signal acquisition

Yes

Yes

4

FDG

2009

Kesner et. al. [24]

IEEE TNS

Respiratory gated PET derived in a fully automated manner from raw PET data

Introduction of "image voxel fluctuation" approach to optimal signal acquisition

No

Yes

24

FDG

2009

Büther et al. [25]

JNM

List mode-driven cardiac and respiratory gating in PET

Comparison of multiple methods for hardware- and data-driven gating, also cardiac gating

No

Yes

29

FDG

2010

Büther et. al. [15]

EJNMMI

Detection of respiratory tumor motion using intrinsic list mode-driven gating in positron emission tomography

Extended GSG method, compared multiple methods for gating

Yes

Yes

34

FDG

2010

Kesner et. al. [26]

Medical Physics

A new fast and fully automated software based algorithm for extracting respiratory signal from raw PET data and its comparison to other methods

Introduced ultra-fast processing, compared multiple methods for gating

No

Yes

22

FDG

2011

Schleyer et. al. [16]

PMB

Extension of a data-driven gating technique to 3D, whole body PET studies

Extended spectral analysis DD gating method to 3D WB PET

Yes

Yes

11

FDG

2011

Thielemans et. al. [27]

IEEE NSS-MIC

Device-less gating for PET/CT using PCA

Use of PCA to extract respiratory signal from raw PET and CT

No

Yes

6

FDG, FLT

2013

Büther et. al. [28]

EJNMMI

External radioactive markers for PET data-driven respiratory gating in positron emission tomography

Compared multiple methods and reexamined data driven gating utilizing external markers

Yes

Yes

30

FDG

2013

Kesner et. al. [18]

EJNMMI research

Gating, enhanced gating, and beyond: information utilization strategies for motion management, applied to preclinical PET

Extended fast DD motion control methods to preclinical PET, multiple radiotracers, large subject population

No

Yes

84 (rats)

FDG, DMDPA, NH3, choline, NaF, FEDPMA, ML10

2013

Schleyer et. al. [29]

IEEE NSS-MIC 2013

Extracting a respiratory signal from raw dynamic PET data that contain tracer kinetics

Extended data-driven gating to dynamic PET/tracer kinetics

No

Yes

53

NH3

  1. Table does not include contributions from semi-automated algorithm innovators. DD = data driven.