433 research outputs found

    What Should be the Agenda of a Presidential Commission to Study the International Application of U.S. Antitrust Law

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    If the proposed Presidential Commission to study the Interna- tional Application of the U.S. Antitrust Law (Commission)\u27 is to com- plete its work within the one year period contemplated and is to achieve more than a superficial gloss of a large and complex area, I believe it will be necessary for the Commission to concentrate its atten- tion on the conflicts between the four important goals of foreign eco- nomic policy

    What Should be the Agenda of a Presidential Commission to Study the International Application of U.S. Antitrust Law

    Get PDF
    If the proposed Presidential Commission to study the Interna- tional Application of the U.S. Antitrust Law (Commission)\u27 is to com- plete its work within the one year period contemplated and is to achieve more than a superficial gloss of a large and complex area, I believe it will be necessary for the Commission to concentrate its atten- tion on the conflicts between the four important goals of foreign eco- nomic policy

    We Need More Old-Time Relglion : A Response To Jim Rahl

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    Jim Rahl believes in the old-fashioned religion of open global markets and free international competition, uncontaminated by private or public restraints. He has pursued this goal brilliantly, aggressively, and consistently for more than thirty years. While the problem Jim presents in this issue indicates his frustration that we are still far from achieving the goal, it is in no small part thanks to him, and the force of his scholar- ship and advocacy, that some real progress has been made

    We Need More Old-Time Relglion : A Response To Jim Rahl

    Get PDF
    Jim Rahl believes in the old-fashioned religion of open global markets and free international competition, uncontaminated by private or public restraints. He has pursued this goal brilliantly, aggressively, and consistently for more than thirty years. While the problem Jim presents in this issue indicates his frustration that we are still far from achieving the goal, it is in no small part thanks to him, and the force of his scholar- ship and advocacy, that some real progress has been made

    Canadian and U.S. Antitrust Law--Areas of Overlap between Anitrust and Import Relief Laws

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    Competition and Dispute Resolution in the North American Context and antitrust and free trade zone

    Medical and pharmacy students’ perspectives of remote synchronous interprofessional education sessions

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    Background Interprofessional education (IPE) at university level is an essential component of undergraduate healthcare curricula, as well as being a requirement of many associated regulatory bodies. In this study, the perception of pharmacy and medical students’ of remote IPE was evaluated. Methods A series of IPE sessions took place via Zoom and students’ feedback was collected after each session. Both qualitative and quantitative data were collected and analysed. Results 72% (23/32) of medical students strongly agreed that the sessions had helped to improve their appreciation of the role of pharmacists, whereas 37% (22/59) of pharmacy students strongly agreed, reporting a median response of ‘somewhat agreeing’, that their appreciation of the role of general practitioners had improved. This difference was found to be statistically significant (p = 0.0143). Amongst students who responded, 55% (53/97) identified remote teaching as their preferred mode of delivery for an IPE session. Conclusions The survey demonstrated that the students valued the development of their prescribing skills as well as the ancillary skills gained, such as communication and teamwork. Remote IPE can be a practical means of improving medical and pharmacy students’ understanding of each other’s professional roles, as well as improving the skills required for prescribing

    From fat droplets to floating forests: cross-domain transfer learning using a PatchGAN-based segmentation model

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    Many scientific domains gather sufficient labels to train machine algorithms through human-in-the-loop techniques provided by the Zooniverse.org citizen science platform. As the range of projects, task types and data rates increase, acceleration of model training is of paramount concern to focus volunteer effort where most needed. The application of Transfer Learning (TL) between Zooniverse projects holds promise as a solution. However, understanding the effectiveness of TL approaches that pretrain on large-scale generic image sets vs. images with similar characteristics possibly from similar tasks is an open challenge. We apply a generative segmentation model on two Zooniverse project-based data sets: (1) to identify fat droplets in liver cells (FatChecker; FC) and (2) the identification of kelp beds in satellite images (Floating Forests; FF) through transfer learning from the first project. We compare and contrast its performance with a TL model based on the COCO image set, and subsequently with baseline counterparts. We find that both the FC and COCO TL models perform better than the baseline cases when using >75% of the original training sample size. The COCO-based TL model generally performs better than the FC-based one, likely due to its generalized features. Our investigations provide important insights into usage of TL approaches on multi-domain data hosted across different Zooniverse projects, enabling future projects to accelerate task completion.Comment: 5 pages, 4 figures, accepted for publication at the Proceedings of the ACM/CIKM 2022 (Human-in-the-loop Data Curation Workshop
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