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Articles 100531 - 100560 of 5211003
Full-Text Articles in Entire DC Network
Machine Learning-Based Multimodal Biomarkers Enable Accurate Diagnosis And Early Detection Of Pancreatic Ductal Adenocarcinoma, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W Hurd, Meng Chen, Randall E Brand, Paul D Lampe, Abu Hena M Kamal, Vasanta Putluri, Tony Y Hu, Anirban Maitra, Eugene J Koay, Ann M Killary, Subrata Sen, Suprateek Kundu
Machine Learning-Based Multimodal Biomarkers Enable Accurate Diagnosis And Early Detection Of Pancreatic Ductal Adenocarcinoma, Deivendran Sankaran, Tristian Nguyen, Seetharaman Balasenthil, Mark W Hurd, Meng Chen, Randall E Brand, Paul D Lampe, Abu Hena M Kamal, Vasanta Putluri, Tony Y Hu, Anirban Maitra, Eugene J Koay, Ann M Killary, Subrata Sen, Suprateek Kundu
Faculty, Staff and Students Publications
While there has been some progress on discovering clinically validated biomarkers for early detection in pancreatic ductal adenocarcinoma (PDAC), several challenges remain. Most approaches rely on single-modality biomarkers with limited sensitivity and/or specificity. Using data from a multicenter study with an age-matched cohort (n = 203 with healthy controls n = 46, pancreatitis controls n = 36, and diagnosed cases n = 121), we developed a machine learning approach integrating 2,096 microRNAs, 125 metabolites, and CA19-9. Our method performs unsupervised selection of an optimal subset of biomarkers with maximal discriminatory power for diagnosis and early detection. In training data, the …
Back Cover, Michaela Velleno
Credits, Michaela Velleno
Artist Index, Maneli Mianji
'West Coast Orpheus', Maneli Mianji
'West Coast Orpheus', Maneli Mianji
.RAW Journal of Art and Design
No abstract provided.
'The Dragon Eye'; 'Walking On The Edge'; 'All Material Scatters'; 'Unfinished Blanket'; & 'Lizard Helmet', Maxwell Rice, Alyssa Shavely, Cezar Gomez, Gabriella Yu, Emily Winters
'The Dragon Eye'; 'Walking On The Edge'; 'All Material Scatters'; 'Unfinished Blanket'; & 'Lizard Helmet', Maxwell Rice, Alyssa Shavely, Cezar Gomez, Gabriella Yu, Emily Winters
.RAW Journal of Art and Design
No abstract provided.
'My Skin As A Room'; 'Muscle Memory'; & 'I Remember It Being Brighter', Sarah Tarquin, Addy Cota
'My Skin As A Room'; 'Muscle Memory'; & 'I Remember It Being Brighter', Sarah Tarquin, Addy Cota
.RAW Journal of Art and Design
No abstract provided.
'Road Not Taken' & 'The Ripening', Sierra Hall, Kyra Oh
'Road Not Taken' & 'The Ripening', Sierra Hall, Kyra Oh
.RAW Journal of Art and Design
No abstract provided.
'Chop' & 'Simple Life', Owen Isachsen
'Chop' & 'Simple Life', Owen Isachsen
.RAW Journal of Art and Design
No abstract provided.
'Ethical Hacking', Lillie Turinsky
'Ethical Hacking', Lillie Turinsky
.RAW Journal of Art and Design
No abstract provided.
'Performers', Colin Pope
'The Unseen Anguish'; 'The Annunciation'; & 'Emerging', Abigail Gan, Angel Froumis
'The Unseen Anguish'; 'The Annunciation'; & 'Emerging', Abigail Gan, Angel Froumis
.RAW Journal of Art and Design
No abstract provided.
'Sweet Nectar' & 'The Songs Of Fish', Yasmin Myers, Julia Hazemoto
'Sweet Nectar' & 'The Songs Of Fish', Yasmin Myers, Julia Hazemoto
.RAW Journal of Art and Design
No abstract provided.
'Kinda Crushing Hard', Erin Robinson
'Kinda Crushing Hard', Erin Robinson
.RAW Journal of Art and Design
No abstract provided.
'Overgrown', Lucas Vergara
'An Inner Child’S Garden Of Growth' & 'Structures (Labor)', Maria Belén Luzuriaga Abad, Itzel Camarillo-Gonzalez
'An Inner Child’S Garden Of Growth' & 'Structures (Labor)', Maria Belén Luzuriaga Abad, Itzel Camarillo-Gonzalez
.RAW Journal of Art and Design
No abstract provided.
'West Coast Orpheus', Maneli Mianji
'West Coast Orpheus', Maneli Mianji
.RAW Journal of Art and Design
No abstract provided.
'Rhythm Of A Champion', Nick Degeorge
'Rhythm Of A Champion', Nick Degeorge
.RAW Journal of Art and Design
No abstract provided.
'An Ode To The Pacific', Owen Beim
'An Ode To The Pacific', Owen Beim
.RAW Journal of Art and Design
No abstract provided.
Preface, Owen Isachsen
Table Of Contents, Lucas Vergara
Opening, Michaela Velleno, Erin Robinson
Opening, Michaela Velleno, Erin Robinson
.RAW Journal of Art and Design
No abstract provided.
Cover, Owen Isachsen
Full Issue, Michaela Velleno, Erin Robinson
Full Issue, Michaela Velleno, Erin Robinson
.RAW Journal of Art and Design
No abstract provided.
Second Reaction: Playing Loteria/El Juego De La Lotería, Dafne Zanelli
Second Reaction: Playing Loteria/El Juego De La Lotería, Dafne Zanelli
First Opinions, Second Reactions
No abstract provided.
First Opinion: Playing Loteria/El Juego De La Lotería, Santiago Parra
First Opinion: Playing Loteria/El Juego De La Lotería, Santiago Parra
First Opinions, Second Reactions
No abstract provided.
Second Reaction: Historias De Eusebio, Alejandro Baquero Sierra
Second Reaction: Historias De Eusebio, Alejandro Baquero Sierra
First Opinions, Second Reactions
No abstract provided.
First Opinion: Historias De Eusebio, Alejandro Baquero Sierra
First Opinion: Historias De Eusebio, Alejandro Baquero Sierra
First Opinions, Second Reactions
No abstract provided.
Second Reaction: Lucha Libre: The Man In The Silver Mask: A Bilingual Cuento, Elia Matano-Bueno
Second Reaction: Lucha Libre: The Man In The Silver Mask: A Bilingual Cuento, Elia Matano-Bueno
First Opinions, Second Reactions
No abstract provided.
First Opinion: Lucha Libre: The Man In The Silver Mask: A Bilingual Cuento, Brenda Sarmiento Quezada
First Opinion: Lucha Libre: The Man In The Silver Mask: A Bilingual Cuento, Brenda Sarmiento Quezada
First Opinions, Second Reactions
No abstract provided.