Search Results - "Yaari, Adam"
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1
Genome-wide mapping of somatic mutation rates uncovers drivers of cancer
Published in Nature biotechnology (01-11-2022)“…Identification of cancer driver mutations that confer a proliferative advantage is central to understanding cancer; however, searches have often been limited…”
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Journal Article -
2
Human-like scene interpretation by a guided counterstream processing
Published in Proceedings of the National Academy of Sciences - PNAS (03-10-2023)“…In modeling vision, there has been a remarkable progress in recognizing a range of scene components, but the problem of analyzing full scenes, an ultimate goal…”
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Journal Article -
3
Untangling the Complexity of Nature: Machine-Learning for Accelerated Life-Sciences
Published 01-01-2023“…The fundamental understanding of living processes is one of the main pillars in modern medicine and technology. Biological mechanisms are convoluted and…”
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Dissertation -
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Abstract 3287: Learning to target CDK4/6 inhibitor resistance via a breast cancer-specific atlas of cellular mechanisms
Published in Cancer research (Chicago, Ill.) (22-03-2024)“…Abstract Development of resistance to targeted, chemotherapeutic, and immune-oncology treatments alike is a major barrier to long-term remission in advanced…”
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Journal Article -
5
BrainBERT: Self-supervised representation learning for intracranial recordings
Published 28-02-2023“…We create a reusable Transformer, BrainBERT, for intracranial recordings bringing modern representation learning approaches to neuroscience. Much like in NLP…”
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Journal Article -
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Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
Published 13-11-2024“…We present the Brain Treebank, a large-scale dataset of electrophysiological neural responses, recorded from intracranial probes while 10 subjects watched one…”
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Journal Article -
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Image interpretation by iterative bottom-up top-down processing
Published 12-05-2021“…Scene understanding requires the extraction and representation of scene components together with their properties and inter-relations. We describe a model in…”
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Journal Article