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Neil D. Lawrence

university of cambridge

62H-index
360Paper Count
1.6WCitation Count
Published Papers 21
Publication Date
Machine Learning Systems: A Survey from a Data-Oriented Perspective
err2026-04-01
err0
PREAI
errCabrera, Christian; Paleyes, Andrei; Thodoroff, Pierre; Lawrence, Neil
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Factors Associated With Response to Growth Hormone in Pediatric Growth Disorders: Results of a 5-year Registry Analysis
err2023-02-16
err5
errOAAI
errRoss, Judith; Fridman, Moshe; Kelepouris, Nicky; Murray, Kristine; Krone, Nils; Polak, Michel; Rohrer, Tilman R.; Pietropoli, Alberto; Lawrence, Neil; Backeljauw, Philippe
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Predicting ruthenium catalysed hydrogenation of esters using machine learning
err2023-01-01
err2
errOAAI
errMishra, Challenger; von Wolff, Niklas; Tripathi, Abhinav; Brodie, Claire N.; Lawrence, Neil D.; Ravuri, Aditya; Bremond, Eric; Preiss, Annika; Kumar, Amit
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Challenges in Deploying Machine Learning: A Survey of Case Studies
err2022-12-07
err133
errOAAI
errPaleyes, Andrei; Urma, Raoul-Gabriel; Lawrence, Neil D.
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PRACTICE POINTER Precocious puberty
err2020-01-13
err77
PREAI
errBradley, Stephen H.; Lawrence, Neil; Steele, Caroline; Mohamed, Zainaba
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Intrinsic Gaussian processes on complex constrained domains
err2019-04-19
err26
errOAAI
errNiu, Mu; Cheung, Pokman; Lin, Lizhen; Dai, Zhenwen; Lawrence, Neil; Dunson, David
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Memory and mental time travel in humans and social robots
err2019-03-11
err23
errOAAI
errPrescott, Tony J.; Camilleri, Daniel; Martinez-Hernandez, Uriel; Damianou, Andreas; Lawrence, Neil D.
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Deep recurrent Gaussian processes for outlier-robust system identification
err2017-12-01
err19
PREAI
errMattos, Cesar Lincoln C.; Dai, Zhenwen; Damianou, Andreas; Barreto, Guilherme A.; Lawrence, Neil D.
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Single-cell RNA-seq and computational analysis using temporal mixture modeling resolves TH1/TFH fate bifurcation in malaria
err2017-03-31
err151
errOAAI
errLonnberg, Tapio; Svensson, Valentine; James, Kylie R.; Fernandez-Ruiz, Daniel; Sebina, Ismail; Montandon, Ruddy; Soon, Megan S. F.; Fogg, Lily G.; Nair, Arya Sheela; Liligeto, Urijah N.; Stubbington, Michael J. T.; Ly, Lam-Ha; Bagger, Frederik Otzen; Zwiessele, Max; Lawrence, Neil D.; Souza-Fonseca-Guimaraes, Fernando; Bunn, Patrick T.; Engwerda, Christian R.; Heath, William R.; Billker, Oliver; Stegle, Oliver; Haque, Ashraful; Teichmann, Sarah A.
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Genome-wide modeling of transcription kinetics reveals patterns of RNA production delays
err2015-10-05
err70
errOAAI
errHonkela, Antti; Peltonen, Jaakko; Topa, Hande; Charapitsa, Iryna; Matarese, Filomena; Grote, Korbinian; Stunnenberg, Hendrik G.; Reid, George; Lawrence, Neil D.; Rattray, Magnus
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Warped linear mixed models for the genetic analysis of transformed phenotypes
err2014-09-19
err37
errOAAI
errFusi, Nicolo; Lippert, Christoph; Lawrence, Neil D.; Stegle, Oliver
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Transcriptomic indices of fast and slow disease progression in two mouse models of amyotrophic lateral sclerosis
errBRAIN
IF11.7
err2013-09-23
err79
errOAAI
errNardo, Giovanni; Iennaco, Raffaele; Fusi, Nicolo; Heath, Paul R.; Marino, Marianna; Trolese, Maria C.; Ferraiuolo, Laura; Lawrence, Neil; Shaw, Pamela J.; Bendotti, Caterina
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Unravelling the enigma of selective vulnerability in neurodegeneration: motor neurons resistant to degeneration in ALS show distinct gene expression characteristics and decreased susceptibility to excitotoxicity
err2012-11-13
err117
errOAAI
errBrockington, Alice; Ning, Ke; Heath, Paul R.; Wood, Elizabeth; Kirby, Janine; Fusi, Nicolo; Lawrence, Neil; Wharton, Stephen B.; Ince, Paul G.; Shaw, Pamela J.
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Overlapping Mixtures of Gaussian Processes for the data association problem
err2012-04-01
err72
errOAAI
errLazaro-Gredilla, Miguel; Van Vaerenbergh, Steven; Lawrence, Neil D.
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Genome-wide occupancy links Hoxa2 to Wnt-β-catenin signaling in mouse embryonic development
err2012-01-02
err60
errOAAI
errDonaldson, Ian J.; Amin, Shilu; Hensman, James J.; Kutejova, Eva; Rattray, Magnus; Lawrence, Neil; Hayes, Andrew; Ward, Christopher M.; Bobola, Nicoletta
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Model-based method for transcription factor target identification with limited data
err2010-04-12
err84
errOAAI
errHonkela, Antti; Girardot, Charles; Gustafson, E. Hilary; Liu, Ya-Hsin; Furlong, Eileen E. M.; Lawrence, Neil D.; Rattray, Magnus
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Propagating uncertainty in microarray data analysis
err2006-03-01
err21
PREAI
errRattray, Magnus; Liu, Xuejun; Sanguinetti, Guido; Milo, Marta; Lawrence, Neil D.
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