N
Nisha Bansal
Researcher at University of Washington
Publications - 154
Citations - 6509
Nisha Bansal is an academic researcher from University of Washington. The author has contributed to research in topics: Kidney disease & Medicine. The author has an hindex of 28, co-authored 111 publications receiving 3145 citations. Previous affiliations of Nisha Bansal include University of Washington Medical Center & Seattle University.
Papers
More filters
Journal ArticleDOI
From Local Explanations to Global Understanding with Explainable AI for Trees.
Scott M. Lundberg,Scott M. Lundberg,Gabriel G. Erion,Hugh Chen,Alex J. DeGrave,Jordan M. Prutkin,Bala G. Nair,Ronit Katz,Jonathan Himmelfarb,Nisha Bansal,Su-In Lee +10 more
TL;DR: An explanation method for trees is presented that enables the computation of optimal local explanations for individual predictions, and the authors demonstrate their method on three medical datasets.
A catalog of genetic loci associated with kidney function from analyses of a million individuals
Matthias Wuttke,Yong Li,Man Li,Karsten B. Sieber,Mary F. Feitosa,Mathias Gorski,Adrienne Tin,Lihua Wang,Audrey Y. Chu,Anselm Hoppmann,Holger Kirsten,Ayush Giri,Jin-Fang Chai,Gardar Sveinbjornsson,Bamidele O. Tayo,Teresa Nutile,Christian Fuchsberger,Jonathan Marten,Massimiliano Cocca,Sahar Ghasemi,Yizhe Xu,Katrin Horn,Damia Noce,Peter J. van der Most,Sanaz Sedaghat,Zhi Yu,Masato Akiyama,Saima Afaq,Tarunveer S. Ahluwalia,Peter Almgren,Najaf Amin,Johan Ärnlöv,Stephan J. L. Bakker,Nisha Bansal,Daniela Baptista,Sven Bergmann,Mary L. Biggs,Ginevra Biino,Michael Boehnke,Eric Boerwinkle,Mathilde Boissel,Erwin P. Bottinger,Thibaud Boutin,Hermann Brenner,Marco Brumat,Ralph Burkhardt,Adam S. Butterworth,Eric Campana,Archie Campbell,Harry Campbell,Mickaël Canouil,Robert J. Carroll,Eulalia Catamo,John C. Chambers,Miao-Ling Chee,Miao-Li Chee,Xu Chen,Ching-Yu Cheng,Yurong Cheng,Kaare Christensen,Renata Cifkova,Marina Ciullo,Maria Pina Concas,James P. Cook,Josef Coresh,Tanguy Corre,Cinzia Sala,Daniele Cusi,John Danesh,E. Warwick Daw,Martin H. de Borst,Alessandro De Grandi,Renée de Mutsert,Aiko P. J. de Vries,Frauke Degenhardt,Graciela E. Delgado,Ayse Demirkan,Emanuele Di Angelantonio,Katalin Dittrich,Jasmin Divers,Rajkumar Dorajoo,Kai-Uwe Eckardt,Georg Ehret,Paul Elliott,Karlhans Endlich,Michele K. Evans,Janine F. Felix,Valencia Hui Xian Foo,Oscar H. Franco,Andre Franke,Barry I. Freedman,Sandra Freitag-Wolf,Yechiel Friedlander,Philippe Froguel,Ron T. Gansevoort,He Gao,Paolo Gasparini,J. Michael Gaziano,Vilmantas Giedraitis,Christian Gieger,Giorgia Girotto,Franco Giulianini,Martin Gögele,Scott D. Gordon,Daniel F. Gudbjartsson,Vilmundur Gudnason,Toomas Haller,Pavel Hamet,Tamara B. Harris,Catharina A. Hartman,Caroline Hayward,Jacklyn N. Hellwege,Chew-Kiat Heng,Andrew A. Hicks,Edith Hofer,Wei Huang,Nina Hutri-Kähönen,Shih-Jen Hwang,M. Arfan Ikram,Olafur S. Indridason,Erik Ingelsson,Marcus Ising,Vincent W. V. Jaddoe,Johanna Jakobsdottir,Jost B. Jonas,Peter K. Joshi,Navya Shilpa Josyula,Bettina Jung,Mika Kähönen,Yoichiro Kamatani,Candace M. Kammerer,Masahiro Kanai,Mika Kastarinen,Shona M. Kerr,Chiea Chuen Khor,Wieland Kiess,Marcus E. Kleber,Wolfgang Koenig,Jaspal S. Kooner,Antje Körner,Peter Kovacs,Aldi T. Kraja,Alena Krajčoviechová,Holly Kramer,Bernhard K. Krämer,Florian Kronenberg,Michiaki Kubo,Brigitte Kühnel,Mikko Kuokkanen,Johanna Kuusisto,Martina La Bianca,Markku Laakso,Leslie A. Lange,Carl D. Langefeld,Jeannette Lee,Benjamin Lehne,Terho Lehtimäki,Wolfgang Lieb,Su Chi Lim,Lars Lind,Cecilia M. Lindgren,Jun Liu,Jianjun Liu,Markus Loeffler,Ruth J. F. Loos,Susanne Lucae,Mary Ann Lukas,Leo-Pekka Lyytikäinen,Reedik Mägi,Patrik K. E. Magnusson,Anubha Mahajan,Nicholas G. Martin,Jade Martins,Winfried März,Deborah Mascalzoni,Koichi Matsuda,Christa Meisinger,Thomas Meitinger,Olle Melander,Andres Metspalu,Evgenia K. Mikaelsdottir,Yuri Milaneschi,Kozeta Miliku,Pashupati P. Mishra,VA Million Veteran Program,Karen L. Mohlke,Nina Mononen,Grant W. Montgomery,Dennis O. Mook-Kanamori,Josyf C. Mychaleckyj,Girish N. Nadkarni,Mike A. Nalls,Matthias Nauck,Kjell Nikus,Boting Ning,Ilja M. Nolte,Raymond Noordam,Jeffrey R. O'Connell,Michelle L. O'Donoghue,Isleifur Olafsson,Albertine J. Oldehinkel,Marju Orho-Melander,Willem H. Ouwehand,Sandosh Padmanabhan,Nicholette D. Palmer,Runolfur Palsson,Brenda W.J.H. Penninx,Thomas T. Perls,Markus Perola,Mario Pirastu,Nicola Pirastu,Giorgio Pistis,Anna I. Podgornaia,Ozren Polasek,Belen Ponte,David J. Porteous,Tanja Poulain,Peter P. Pramstaller,Michael Preuss,Bram P. Prins,Michael A. Province,Ton J. Rabelink,Laura M. Raffield,Olli T. Raitakari,Dermot F. Reilly,Rainer Rettig,Myriam Rheinberger,Kenneth Rice,Paul M. Ridker,Fernando Rivadeneira,Federica Rizzi,David J. Roberts,Antonietta Robino,Peter Rossing,Igor Rudan,Rico Rueedi,Daniela Ruggiero,Kathleen A. Ryan,Yasaman Saba,Charumathi Sabanayagam,Veikko Salomaa,Erika Salvi,Kai-Uwe Saum,Helena Schmidt,Reinhold Schmidt,Ben Schöttker,Christina-Alexandra Schulz,Nicole Schupf,Christian M. Shaffer,Yuan Shi,Albert V. Smith,Blair H. Smith,Nicole Soranzo,Cassandra N. Spracklen,Konstantin Strauch,Heather M. Stringham,Michael Stumvoll,Per Svensson,Silke Szymczak,E-Shyong Tai,Salman M. Tajuddin,Nicholas Y. Q. Tan,Kent D. Taylor,Andrej Teren,Yih Chung Tham,Joachim Thiery,Chris H. L. Thio,Hauke Thomsen,Gudmar Thorleifsson,Daniela Toniolo,Anke Tönjes,Johanne Tremblay,Ioanna Tzoulaki,André G. Uitterlinden,Simona Vaccargiu,Rob M. van Dam,Pim van der Harst,Cornelia M. van Duijn,Digna R. Velez Edward,Niek Verweij,Suzanne Vogelezang,Uwe Völker,Peter Vollenweider,Gérard Waeber,Melanie Waldenberger,Lars Wallentin,Ya Xing Wang,Chaolong Wang,Dawn M. Waterworth,Wen Bin Wei,Harvey D. White,John Whitfield,Sarah H. Wild,James F. Wilson,Mary K. Wojczynski,Charlene A. Wong,Tien Yin Wong,Liang Xu,Qiong Yang,Masayuki Yasuda,Laura M. Yerges-Armstrong,Weihua Zhang,Alan B. Zonderman,Jerome I. Rotter,Murielle Bochud,Bruce M. Psaty,Veronique Vitart,James G. Wilson,Abbas Dehghan,Afshin Parsa,Daniel I. Chasman,Kevin Ho,Andrew P. Morris,Olivier Devuyst,Shreeram Akilesh,Sarah A. Pendergrass,Xueling Sim,Carsten A. Böger,Yukinori Okada,Todd L. Edwards,Harold Snieder,Kari Stefansson,Adriana M. Hung,Iris M. Heid,Markus Scholz,Alexander Teumer,Anna Köttgen,Cristian Pattaro +327 more
TL;DR: Trans-ancestry meta-analysis of estimated glomerular filtration rate (eGFR) from 1,046,070 individuals identifies 264 associated loci, providing a resource of molecular targets for translational research of chronic kidney disease.
Journal ArticleDOI
Target genes, variants, tissues and transcriptional pathways influencing human serum urate levels
Adrienne Tin,Jonathan Marten,Victoria L. Halperin Kuhns,Yong Li,Matthias Wuttke,Holger Kirsten,Karsten B. Sieber,Chengxiang Qiu,Mathias Gorski,Mathias Gorski,Zhi Yu,Ayush Giri,Ayush Giri,Gardar Sveinbjornsson,Man Li,Audrey Y. Chu,Anselm Hoppmann,Luke J. O’Connor,Bram P. Prins,Teresa Nutile,Damia Noce,Masato Akiyama,Massimiliano Cocca,Sahar Ghasemi,Peter J. van der Most,Katrin Horn,Yizhe Xu,Christian Fuchsberger,Sanaz Sedaghat,Saima Afaq,Saima Afaq,Najaf Amin,Johan Ärnlöv,Johan Ärnlöv,Stephan J. L. Bakker,Nisha Bansal,Daniela Baptista,Sven Bergmann,Sven Bergmann,Sven Bergmann,Mary L. Biggs,Ginevra Biino,Eric Boerwinkle,Erwin P. Bottinger,Thibaud Boutin,Marco Brumat,Ralph Burkhardt,Ralph Burkhardt,Eric Campana,Archie Campbell,Harry Campbell,Robert J. Carroll,Eulalia Catamo,John C. Chambers,Marina Ciullo,Maria Pina Concas,Josef Coresh,Tanguy Corre,Tanguy Corre,Daniele Cusi,Sala Cinzia Felicita,Martin H. de Borst,Alessandro De Grandi,Renée de Mutsert,Aiko P. J. de Vries,Graciela E. Delgado,Ayse Demirkan,Ayse Demirkan,Olivier Devuyst,Katalin Dittrich,Kai-Uwe Eckardt,Kai-Uwe Eckardt,Georg Ehret,Karlhans Endlich,Michele K. Evans,Ron T. Gansevoort,Paolo Gasparini,Vilmantas Giedraitis,Christian Gieger,Giorgia Girotto,Martin Gögele,Scott D. Gordon,Daniel F. Gudbjartsson,Vilmundur Gudnason,Toomas Haller,Pavel Hamet,Tamara B. Harris,Caroline Hayward,Andrew A. Hicks,Edith Hofer,Hilma Holm,Wei Huang,Nina Hutri-Kähönen,Shih-Jen Hwang,M. Arfan Ikram,Raychel M. Lewis,Erik Ingelsson,Johanna Jakobsdottir,Ingileif Jonsdottir,Helgi Jonsson,Peter K. Joshi,Navya Shilpa Josyula,Bettina Jung,Mika Kähönen,Yoichiro Kamatani,Masahiro Kanai,Shona M. Kerr,Wieland Kiess,Marcus E. Kleber,Wolfgang Koenig,Wolfgang Koenig,Jaspal S. Kooner,Antje Körner,Peter Kovacs,Bernhard K. Krämer,Florian Kronenberg,Michiaki Kubo,Brigitte Kühnel,Martina La Bianca,Leslie A. Lange,Benjamin Lehne,Terho Lehtimäki,Jun Liu,Jun Liu,Markus Loeffler,Ruth J. F. Loos,Leo-Pekka Lyytikäinen,Reedik Mägi,Anubha Mahajan,Anubha Mahajan,Nicholas G. Martin,Winfried März,Winfried März,Winfried März,Deborah Mascalzoni,Koichi Matsuda,Christa Meisinger,Thomas Meitinger,Andres Metspalu,Yuri Milaneschi,Christopher J. O'Donnell,Christopher J. O'Donnell,Otis D. Wilson,J. Michael Gaziano,J. Michael Gaziano,Pashupati P. Mishra,Karen L. Mohlke,Nina Mononen,Grant W. Montgomery,Dennis O. Mook-Kanamori,Martina Müller-Nurasyid,Girish N. Nadkarni,Mike A. Nalls,Matthias Nauck,Kjell Nikus,Boting Ning,Ilja M. Nolte,Raymond Noordam,Jeffrey R. O'Connell,Isleifur Olafsson,Sandosh Padmanabhan,Brenda W.J.H. Penninx,Thomas T. Perls,Annette Peters,Mario Pirastu,Nicola Pirastu,Giorgio Pistis,Ozren Polasek,Belen Ponte,David J. Porteous,Tanja Poulain,Michael Preuss,Ton J. Rabelink,Laura M. Raffield,Olli T. Raitakari,Olli T. Raitakari,Rainer Rettig,Myriam Rheinberger,Kenneth Rice,Federica Rizzi,Antonietta Robino,Igor Rudan,Alena Krajčoviechová,Renata Cifkova,Rico Rueedi,Rico Rueedi,Daniela Ruggiero,Kathleen A. Ryan,Yasaman Saba,Erika Salvi,Helena Schmidt,Reinhold Schmidt,Christian M. Shaffer,Albert V. Smith,Blair H. Smith,Cassandra N. Spracklen,Konstantin Strauch,Michael Stumvoll,Patrick Sulem,Salman M. Tajuddin,Andrej Teren,Joachim Thiery,Chris H. L. Thio,Unnur Thorsteinsdottir,Daniela Toniolo,Anke Tönjes,Johanne Tremblay,André G. Uitterlinden,Simona Vaccargiu,Pim van der Harst,Cornelia M. van Duijn,Cornelia M. van Duijn,Cornelia M. van Duijn,Niek Verweij,Uwe Völker,Peter Vollenweider,Gérard Waeber,Melanie Waldenberger,John Whitfield,Sarah H. Wild,James F. Wilson,Qiong Yang,Weihua Zhang,Weihua Zhang,Alan B. Zonderman,Murielle Bochud,James G. Wilson,Sarah A. Pendergrass,Kevin Ho,Afshin Parsa,Afshin Parsa,Peter P. Pramstaller,Bruce M. Psaty,Bruce M. Psaty,Carsten A. Böger,Harold Snieder,Adam S. Butterworth,Yukinori Okada,Todd L. Edwards,Todd L. Edwards,Kari Stefansson,Katalin Susztak,Markus Scholz,Iris M. Heid,Adriana M. Hung,Adriana M. Hung,Alexander Teumer,Cristian Pattaro,Owen M. Woodward,Veronique Vitart,Anna Köttgen,Anna Köttgen +251 more
TL;DR: A trans-ancestry genome-wide association study of serum urate levels identifies 183 loci that improve the prediction of gout in an independent cohort of 334,880 individuals, and implicates the kidney and liver as key target organs and prioritize potential causal genes.
Posted Content
Explainable AI for Trees: From Local Explanations to Global Understanding
Scott M. Lundberg,Gabriel G. Erion,Hugh Chen,Alex J. DeGrave,Jordan M. Prutkin,Bala G. Nair,Ronit Katz,Jonathan Himmelfarb,Nisha Bansal,Su-In Lee +9 more
TL;DR: Improvements to the interpretability of tree-based models through the first polynomial time algorithm to compute optimal explanations based on game theory, and a new type of explanation that directly measures local feature interaction effects.
Journal ArticleDOI
Absolute Rates of Heart Failure, Coronary Heart Disease, and Stroke in Chronic Kidney Disease: An Analysis of 3 Community-Based Cohort Studies.
Nisha Bansal,Ronit Katz,Cassianne Robinson-Cohen,Michelle C. Odden,Lorien S. Dalrymple,Michael G. Shlipak,Mark J. Sarnak,David S. Siscovick,Leila R. Zelnick,Bruce M. Psaty,Bryan Kestenbaum,Adolfo Correa,Maryam Afkarian,Bessie A. Young,Ian H. de Boer +14 more
TL;DR: CKD was associated with an increased risk of HF that was similar in magnitude to CHD and greater than stroke and Efforts to improve health outcomes for patients with CKD should prioritize HF in addition toCHD prevention.