gebhart/patrepeval huggingface dataset:
Sensitivity of a variable threshold model toward process and modeling parameters (2006)

The quality of model-based OPC correction depends strongly on how the model is calibrated in order to generate a resist image as close to the desired shapes as possible. As the k1 process factor decreases and design complexity increases, the correction accuracy and the model stability become more important. It is also assumed that the stability of one model can be tested when its response to a small variation in one or several parameters is small. In order to quantify this, the small-variation method has been tested on a variable threshold based model initially optimized for the 65nm node using measurements done with a test pattern mask. This method consists of introducing small variations to one input model parameter and analyzing the induced effects on the simulated edge placement error (EPE). In this paper, we study the impact of small changes in the optical and resist parameters (focus settings, inner and outer partial coherent factors, NA, resist thickness) on the model stability. And then, we quantify the sensitivity of the model towards each parameter shift. We also study the effects of modeling parameters (kernel count, model fitness, optical diameter) on the resulting simulated EPE. This kind of study allows us to detect coverage or process window problems. The process and modeling parameters have been modified one by one. The ranges of variations correspond to those observed during a typical experiment. Then the difference in simulated EPE between the reference model and the modified one has been calculated. Simulations show that the loss in model accuracy is essentially caused by changes in focus, outer sigma and NA and lower values of optical diameter and kernel count. Model results agree well with a production layout.
Detection of Chlamydia trachomatis in endocervical specimens by polymerase chain reaction (1992)

A rapid and sensitive polymerase chain reaction (PCR)-based assay for detection of Chlamydia trachomatis in cervical specimens is described. This assay consists of (i) sample preparation which avoids the use of heat, centrifugation, or organic extractions; (ii) rapid, two-temperature PCR amplification of C. trachomatis cryptic plasmid sequences; and (iii) capture and colorimetric detection of amplified DNA in microwell plates. PCR was compared with culture by using 503 cervical specimens. After resolution of discrepant specimens with a confirmatory PCR assay directed against the chlamydial major outer membrane protein gene, PCR had a sensitivity of 97% and a specificity of 99.7% while culture had a sensitivity of 85.7% and a specificity of 100%. In a separate study, PCR was compared with a direct specimen enzyme immunoassay (Chlamydiazyme; Abbott Diagnostics) by using 375 cervical specimens. After resolution of discrepant specimens, PCR had a sensitivity and specificity of 100%, while the enzyme immunoassay had a sensitivity of 58.8% and a specificity of 100%.
Caracterización y génesis de los fragipanes de la depresión de Curapaligue, Dto Saenz Peña, Córdoba (1995)

These artificially produced urinary calculi showed properties similar to those of natural stones. Thus, this seems to be a promising stone model for further investigations.
MHC class I-restricted cytotoxic lymphocyte responses induced by enterotoxin-based mucosal adjuvants. (1999)

The ability of enterotoxin-based mucosal adjuvants to induce CD8+ MHC class I-restricted CTL responses to a codelivered bystander Ag was examined. Escherichia coli heat-labile toxin (LT), or derivatives of LT carrying mutations in the A subunit (LTR72, LTK63), were tested in parallel with cholera toxin (CT) or a fusion protein consisting of the A1 subunit of CT fused to the Ig binding domain of Staphylococcus aureus protein A (called CTA1-DD). Intranasal (i.n.) immunization of C57BL/6 mice with CT, CTA1-DD, LT, LTR72, LTK63, but not rLT-B, elicited MHC class I-restricted CD8+ T cell responses to coadministered OVA or the OVA CTL peptide SIINFEKL (OVA257-264). CT, LT, and LTR72 also induced CTL responses to OVA after s.c. or oral coimmunization whereas LTK63 only activated responses after s.c. coimmunization. rLT-B was unable to adjuvant CTL responses to OVA or OVA257-264 administered by any route. Mice treated with an anti-CD4 mAb to deplete CD4+ T cells mounted significant OVA-specific CTL responses after i.n. coadministration of LT with OVA or OVA257-264. Both 51Cr release assays and IFN-gamma enzyme-linked immunospot assays indicated that IFN-gamma-/- and IL-12 p40-/- gene knockout mice developed CTL responses equivalent to those detected in normal C57BL/6 mice. The results highlight the versatility of toxin-based adjuvants and suggest that LT potentiates CTL responses independently of IL-12 and IFN-gamma and probably by a mechanism unrelated to cross-priming.
Transfer Incremental Learning Using Data Augmentation (2018)

Deep learning-based methods have reached state of the art performances, relying on a large quantity of available data and computational power. Such methods still remain highly inappropriate when facing a major open machine learning problem, which consists of learning incrementally new classes and examples over time. Combining the outstanding performances of Deep Neural Networks (DNNs) with the flexibility of incremental learning techniques is a promising venue of research. In this contribution, we introduce Transfer Incremental Learning using Data Augmentation (TILDA). TILDA is based on pre-trained DNNs as feature extractors, robust selection of feature vectors in subspaces using a nearest-class-mean based technique, majority votes and data augmentation at both the training and the prediction stages. Experiments on challenging vision datasets demonstrate the ability of the proposed method for low complexity incremental learning, while achieving significantly better accuracy than existing incremental counterparts.
Professional development in IT (1988)

Abstract Career development, training and professionalism – the BCS PDS: the BCS now offers a tool designed to promote quality and encourage constructive training and career development for any staff working as practitioners in Information Technology, The Society’s Professional Development Scheme has been in use now amongst a growing number of leading employers for more than two years and is set to become one of the national benchmarks by which IT specialist people can be judged. This article sets out some of the background to the need for such a scheme and very briefly describes its features.