Attention-based deep learning for analysis of pathology images and gene expression data in lung squamous premalignant lesions.
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| Title: | Attention-based deep learning for analysis of pathology images and gene expression data in lung squamous premalignant lesions. |
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| Authors: | Xu L; Faculty of Computing & Data Sciences, Boston University, MA, USA., Kefella Y; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Zhang Y; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Conrad RD; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Anderson KE; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Krysan K; Department of Medicine, David Geffen School of Medicine at UCLA, CA, USA.; Jonsson Comprehensive Cancer Center at UCLA, CA, USA., Liu G; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Kane E; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Pennycuick A; Lungs for Living Research Centre, UCL Respiratory, University College London, London, United Kingdom.; University College London Manchester Lung Cancer Centre of Excellence, London, United Kingdom., Janes SM; Lungs for Living Research Centre, UCL Respiratory, University College London, London, United Kingdom.; University College London Manchester Lung Cancer Centre of Excellence, London, United Kingdom., Reid ME; Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14203, USA., Burks EJ; Department of Pathology and Laboratory Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Billatos E; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Mazzilli SA; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA., Kolachalama VB; Faculty of Computing & Data Sciences, Boston University, MA, USA.; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.; Department of Computer Science, College of Arts & Sciences, Boston University, MA, USA., Beane JE; Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA. |
| Source: | MedRxiv : the preprint server for health sciences [medRxiv] 2025 Jun 12. Date of Electronic Publication: 2025 Jun 12. |
| Publication Type: | Journal Article; Preprint |
| Journal Info: | Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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