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Record W2074577324 · doi:10.1117/12.2043770

Amorphous selenium direct detection CMOS digital x-ray imager with 25 micron pixel pitch

2014· article· en· W2074577324 on OpenAlexaff
Christopher C. Scott, Shiva Abbaszadeh, Sina Ghanbarzadeh, G. Allan, Michael G. Farrier, Ian A. Cunningham, Karim S. Karim

Bibliographic record

VenueProceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2014
Typearticle
Languageen
FieldMedicine
TopicDigital Radiography and Breast Imaging
Canadian institutionsRobarts Clinical TrialsDalsa CorporationUniversity of Waterloo
Fundersnot available
KeywordsPixelComputer scienceCMOSDot pitchAmorphous solidOptoelectronicsOpticsMaterials scienceArtificial intelligencePhysics

Abstract

fetched live from OpenAlex

ABSTRACT We have developed a high resolution amorphous selenium (a-Se) direct detection imager using a large-areacompatible back-end fabrication process on top of a CMOS active pixel sensor having 25 micron pixel pitch.Integration of a-Se with CMOS technology requires overcoming CMOS/a-Se interfacial strain, which initiatesnucleation of crystalline selenium and results in high detector dark currents. A CMOS-compatible polyimidebu er layer was used to planarize the backplane and provide a low stress and thermally stable surface for a-Se.The bu er layer inhibits crystallization and provides detector stability that is not only a performance factor butalso critical for favorable long term cost-bene t considerations in the application of CMOS digital x-ray imagersin medical practice. The detector structure is comprised of a polyimide (PI) bu er layer, the a-Se layer, and agold (Au) top electrode. The PI layer is applied by spin-coating and is patterned using dry etching to open thebackplane bond pads for wire bonding. Thermal evaporation is used to deposit the a-Se and Au layers, and thedetector is operated in hole collection mode (i.e. a positive bias on the Au top electrode).High resolution a-Se diagnostic systems typically use 70 to 100  m pixel pitch and have a pre-samplingmodulation transfer function (MTF) that is signi cantly limited by the pixel aperture. Our results con rm that,for a densely integrated 25  m pixel pitch CMOS array, the MTF approaches the fundamental material limit,i.e. where the MTF begins to be limited by the a-Se material properties and not the pixel aperture. Preliminaryimages demonstrating high spatial resolution have been obtained from a rst prototype imager.Keywords: x-ray imaging, high spatial resolution, amorphous selenium, CMOS, CMOS-selenium, array pro-cessing, direct conversion, at panel imaging

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.071
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.005
GPT teacher head0.198
Teacher spread0.193 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations16
Published2014
Admission routes1
Has abstractyes

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Same venueProceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIESame topicDigital Radiography and Breast ImagingFrench-language works237,207