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Introduction to Benchmarking (II): The current situation in other imaging communities

Introduction to Benchmarking (II): The current situation in other imaging communities . CHALLENGE. PUBLIC DATASET. BIOIMAGING. PATTERN RECOGNITION & DATA MINING & COMPUTATIONAL LEARNING. PUBLIC DATASET. In the nut shell.

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Introduction to Benchmarking (II): The current situation in other imaging communities

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  1. Introduction to Benchmarking (II): The current situation in other imaging communities

  2. CHALLENGE PUBLIC DATASET

  3. BIOIMAGING

  4. PATTERN RECOGNITION & DATA MINING& COMPUTATIONAL LEARNING

  5. PUBLIC DATASET

  6. In thenutshell

  7. It aims to establish the state-of-the-art in microarray data analysis, as well as identify progress and highlight promising directions for future efforts. CAMDA

  8. Every year, thousands of papers are published that describe new algorithms to be applied to medical images. But very few provide a fair and direct comparison of the newly proposed algorithm with the state of the art. We believe that such comparisons can help to substantially improve the performance of medical image analysis algorithms.Grand Challenge in Medical Imaging Analysis

  9. Its purposes are:To encourage research on algorithms that scale to commercial sizesTo provide a reference dataset for evaluating research […]Million Song Dataset

  10. Toexploitthecompetitivenature of manyresearchers and drive progress forwards at a faster pace.PASCAL

  11. KEY POINTS FOR A CHALLENGE • Toengagethecommunity • Togenerateorcollectsomedatasets • Toidentifythetasksunderevaluation • To define the figures of merit • To plan a schedule

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