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- [1] Cross-protein transfer learning substantially improves disease variant prediction[J]. GENOME BIOLOGY, 2023, 24 (01)Jagota, Milind论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USAYe, Chengzhong论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USAAlbors, Carlos论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USARastogi, Ruchir论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USAKoehl, Antoine论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USAIoannidis, Nilah论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA Chan Zuckerberg Biohub, San Francisco, CA 94158 USA Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USASong, Yun S.论文数: 0 引用数: 0 h-index: 0机构: Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA Univ Calif Berkeley, Ctr Computat Biol, Berkeley, CA 94720 USA Univ Calif Berkeley, Comp Sci Div, Berkeley, CA 94720 USA
- [2] Model Establishment of Cross-Disease Course Prediction Using Transfer Learning[J]. APPLIED SCIENCES-BASEL, 2022, 12 (10):Ying, Josh Jia-Ching论文数: 0 引用数: 0 h-index: 0机构: Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, Taiwan Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, TaiwanChang, Yen-Ting论文数: 0 引用数: 0 h-index: 0机构: Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, Taiwan Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, TaiwanChen, Hsin-Hua论文数: 0 引用数: 0 h-index: 0机构: Taichung Vet Gen Hosp, Dept Med Res, Taichung 402, Taiwan Taichung Vet Gen Hosp, Dept Internal Med, Div Allergy Immunol & Rheumatol, Taichung 402, Taiwan Chung Hsing Univ, Inst Biomed Sci, Taichung 402, Taiwan Chung Hsing Univ, Rong Hsing Res Ctr Translat Med, Taichung 402, Taiwan Natl Yang Ming Univ, Inst Publ Hlth, Taipei 112, Taiwan Natl Yang Ming Univ, Community Med Res Ctr, Taipei 112, Taiwan Tunghai Univ, Dept Ind Engn & Enterprise Informat, Taichung 402, Taiwan Chung Shan Med Univ, Inst Med, Taichung 402, Taiwan Natl Yang Ming Univ, Sch Med, Taipei 112, Taiwan Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, TaiwanChao, Wen-Cheng论文数: 0 引用数: 0 h-index: 0机构: Taichung Vet Gen Hosp, Dept Crit Care Med, Taichung 402, Taiwan Tunghai Univ, Dept Comp Sci, Taichung 402, Taiwan Natl Chung Hsing Univ, Dept Management Informat Syst, Taichung 402, Taiwan
- [3] Joint learning improves protein abundance prediction in cancers[J]. BMC BIOLOGY, 2019, 17 (01)Li, Hongyang论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USASiddiqui, Omer论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USAZhang, Hongjiu论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USAGuan, Yuanfang论文数: 0 引用数: 0 h-index: 0机构: Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA Univ Michigan, Dept Internal Med, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA Univ Michigan, Dept Computat Med & Bioinformat, 100 Washtenaw Ave, Ann Arbor, MI 48109 USA
- [4] Joint learning improves protein abundance prediction in cancers[J]. BMC Biology, 17Hongyang Li论文数: 0 引用数: 0 h-index: 0机构: University of Michigan,Department of Computational Medicine and BioinformaticsOmer Siddiqui论文数: 0 引用数: 0 h-index: 0机构: University of Michigan,Department of Computational Medicine and BioinformaticsHongjiu Zhang论文数: 0 引用数: 0 h-index: 0机构: University of Michigan,Department of Computational Medicine and BioinformaticsYuanfang Guan论文数: 0 引用数: 0 h-index: 0机构: University of Michigan,Department of Computational Medicine and Bioinformatics
- [5] Protein transfer learning improves identification of heat shock protein families[J]. PLOS ONE, 2021, 16 (05):Min, Seonwoo论文数: 0 引用数: 0 h-index: 0机构: Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South KoreaKim, HyunGi论文数: 0 引用数: 0 h-index: 0机构: Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South KoreaLee, Byunghan论文数: 0 引用数: 0 h-index: 0机构: Seoul Natl Univ Sci & Technol, Dept Elect & IT Media Engn, Seoul, South Korea Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South KoreaYoon, Sungroh论文数: 0 引用数: 0 h-index: 0机构: Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea Seoul Natl Univ, Dept Biol Sci, Interdisciplinary Program Artificial Intelligence, Interdisciplinary Program Bioinformat,ASRI,INMC, Seoul, South Korea Seoul Natl Univ, Inst Engn Res, Seoul, South Korea Seoul Natl Univ, Dept Elect & Comp Engn, Seoul, South Korea
- [6] Transfer learning for cross-context prediction of protein expression from 5'UTR sequence[J]. NUCLEIC ACIDS RESEARCH, 2024, 52 (13)Gilliot, Pierre-Aurelien论文数: 0 引用数: 0 h-index: 0机构: Univ Bristol, Sch Biol Sci, 24 Tyndall Ave, Bristol BS8 1TQ, England Univ Bristol, Sch Biol Sci, 24 Tyndall Ave, Bristol BS8 1TQ, EnglandGorochowski, Thomas E.论文数: 0 引用数: 0 h-index: 0机构: Univ Bristol, Sch Biol Sci, 24 Tyndall Ave, Bristol BS8 1TQ, England Univ Bristol, Sch Chem, BrisEngBio, Bristol BS81TS, England Univ Bristol, Sch Biol Sci, 24 Tyndall Ave, Bristol BS8 1TQ, England
- [7] Disease-specific variant pathogenicity prediction significantly improves variant interpretation in inherited cardiac conditions[J]. GENETICS IN MEDICINE, 2021, 23 (01) : 69 - 79Zhang, Xiaolei论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandWalsh, Roddy论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandWhiffin, Nicola论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandBuchan, Rachel论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandMidwinter, William论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandWilk, Alicja论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandGovind, Risha论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandLi, Nicholas论文数: 0 引用数: 0 h-index: 0机构: Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, MRC London Inst Med Sci, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandAhmad, Mian论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandMazzarotto, Francesco论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Careggi Univ Hosp, Cardiomyopathy Unit, Florence, Italy Univ Florence, Dept Clin & Expt Med, Florence, Italy Imperial Coll London, Natl Heart & Lung Inst, London, EnglandRoberts, Angharad论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandTheotokis, Pantazis I.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandMazaika, Erica论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandAllouba, Mona论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Magdi Yacoub Heart Fdn, Aswan Heart Ctr, Aswan, Egypt Imperial Coll London, Natl Heart & Lung Inst, London, Englandde Marvao, Antonio论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, MRC London Inst Med Sci, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandPua, Chee Jian论文数: 0 引用数: 0 h-index: 0机构: Natl Heart Ctr, Singapore, Singapore Imperial Coll London, Natl Heart & Lung Inst, London, EnglandDay, Sharlene M.论文数: 0 引用数: 0 h-index: 0机构: Univ Penn, Perelman Sch Med, Div Cardiovasc Med, Philadelphia, PA 19104 USA Univ Penn, Perelman Sch Med, Penn Cardiovasc Inst, Philadelphia, PA 19104 USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandAshley, Euan论文数: 0 引用数: 0 h-index: 0机构: Stanford Univ, Med Ctr, Div Cardiovasc Med, Stanford, CA 94305 USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandColan, Steven D.论文数: 0 引用数: 0 h-index: 0机构: Boston Childrens Hosp, Dept Cardiol, Boston, MA USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandMichels, Michelle论文数: 0 引用数: 0 h-index: 0机构: Erasmus MC, Thoraxctr, Dept Cardiol, Rotterdam, Netherlands Imperial Coll London, Natl Heart & Lung Inst, London, EnglandPereira, Alexandre C.论文数: 0 引用数: 0 h-index: 0机构: Univ Sao Paulo, Heart Inst InCor, Sch Med, Sao Paulo, Brazil Imperial Coll London, Natl Heart & Lung Inst, London, EnglandJacoby, Daniel论文数: 0 引用数: 0 h-index: 0机构: Yale Univ, Dept Internal Med, New Haven, CT USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandHo, Carolyn Y.论文数: 0 引用数: 0 h-index: 0机构: Brigham & Womens Hosp, Div Cardiovasc, 75 Francis St, Boston, MA 02115 USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandOlivotto, Iacopo论文数: 0 引用数: 0 h-index: 0机构: Careggi Univ Hosp, Cardiomyopathy Unit, Florence, Italy Imperial Coll London, Natl Heart & Lung Inst, London, EnglandGunnarsson, Gunnar T.论文数: 0 引用数: 0 h-index: 0机构: Univ Iceland, Fac Med, Akureyri, Iceland Imperial Coll London, Natl Heart & Lung Inst, London, EnglandJefferies, John L.论文数: 0 引用数: 0 h-index: 0机构: Univ Tennessee, Cardiovasc Inst, Memphis, TN USA Imperial Coll London, Natl Heart & Lung Inst, London, EnglandSemsarian, Chris论文数: 0 引用数: 0 h-index: 0机构: Univ Sydney, Centenary Inst, Sydney, NSW, Australia Royal Prince Alfred Hosp, Dept Cardiol, Sydney, NSW, Australia Imperial Coll London, Natl Heart & Lung Inst, London, EnglandIngles, Jodie论文数: 0 引用数: 0 h-index: 0机构: Univ Sydney, Centenary Inst, Sydney, NSW, Australia Imperial Coll London, Natl Heart & Lung Inst, London, EnglandO'Regan, Declan P.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, MRC London Inst Med Sci, London, England Imperial Coll London, Natl Heart & Lung Inst, London, EnglandAguib, Yasmine论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Magdi Yacoub Heart Fdn, Aswan Heart Ctr, Aswan, Egypt Imperial Coll London, Natl Heart & Lung Inst, London, EnglandYacoub, Magdi H.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Magdi Yacoub Heart Fdn, Aswan Heart Ctr, Aswan, Egypt Imperial Coll London, Natl Heart & Lung Inst, London, EnglandCook, Stuart A.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Natl Heart Ctr, Singapore, Singapore Duke Natl Univ Singapore, Singapore, Singapore Imperial Coll London, Natl Heart & Lung Inst, London, EnglandBarton, Paul J. R.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, Natl Heart & Lung Inst, London, England论文数: 引用数: h-index:机构:Ware, James S.论文数: 0 引用数: 0 h-index: 0机构: Imperial Coll London, Natl Heart & Lung Inst, London, England Fdn Trust London, Royal Brompton & Harefield NHS, Cardiovasc Res Ctr, London, England Imperial Coll London, MRC London Inst Med Sci, London, England Imperial Coll London, Natl Heart & Lung Inst, London, England
- [8] Learning spatial structures of proteins improves protein-protein interaction prediction[J]. BRIEFINGS IN BIOINFORMATICS, 2022, 23 (02)Song, Bosheng论文数: 0 引用数: 0 h-index: 0机构: Hunan Univ, Changsha, Hunan, Peoples R China Hunan Univ, Changsha, Hunan, Peoples R ChinaLuo, Xiaoyan论文数: 0 引用数: 0 h-index: 0机构: Hunan Univ, Changsha, Hunan, Peoples R China Hunan Univ, Changsha, Hunan, Peoples R ChinaLuo, Xiaoli论文数: 0 引用数: 0 h-index: 0机构: Hunan Univ, Changsha, Hunan, Peoples R China Hunan Univ, Changsha, Hunan, Peoples R China论文数: 引用数: h-index:机构:Niu, Zhangming论文数: 0 引用数: 0 h-index: 0机构: MindRank AI Ltd, Shanghai, Peoples R China Hunan Univ, Changsha, Hunan, Peoples R ChinaZeng, Xiangxiang论文数: 0 引用数: 0 h-index: 0机构: Hunan Univ, Changsha, Hunan, Peoples R China Hunan Univ, Changsha, Hunan, Peoples R China
- [9] Transfer learning with false negative control improves polygenic risk prediction[J]. PLOS GENETICS, 2023, 19 (11):Jeng, Xinge Jessie论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USA North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USAHu, Yifei论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USA North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USAVenkat, Vaishnavi论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Bioinformat Res Ctr, Raleigh, NC 27607 USA North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USALu, Tzu-Pin论文数: 0 引用数: 0 h-index: 0机构: Natl Taiwan Univ, Inst Hlth Data Analyt & Stat, Taipei, Taiwan Natl Taiwan Univ, Dept Publ Hlth, Taipei, Taiwan North Carolina State Univ, Dept Stat, Raleigh, NC 27607 USA论文数: 引用数: h-index:机构:
- [10] Biologically relevant transfer learning improves transcription factor binding prediction[J]. Genome Biology, 22Gherman Novakovsky论文数: 0 引用数: 0 h-index: 0机构: BC Children’s Hospital Research Institute,Centre for Molecular Medicine and TherapeuticsManu Saraswat论文数: 0 引用数: 0 h-index: 0机构: BC Children’s Hospital Research Institute,Centre for Molecular Medicine and TherapeuticsOriol Fornes论文数: 0 引用数: 0 h-index: 0机构: BC Children’s Hospital Research Institute,Centre for Molecular Medicine and TherapeuticsSara Mostafavi论文数: 0 引用数: 0 h-index: 0机构: BC Children’s Hospital Research Institute,Centre for Molecular Medicine and TherapeuticsWyeth W. Wasserman论文数: 0 引用数: 0 h-index: 0机构: BC Children’s Hospital Research Institute,Centre for Molecular Medicine and Therapeutics