Home
Papertalks
About
Help
Improve
Upload
Login
Register
Login Required
×
You have to login to use this feature.
Title
Abstract
Keywords
Authors
exact
AAAI 2021
AACL 2020
ACCV 2020
ACL 2020
ACL Workshops
ACM-CHIL 2020
ACML 2020
AISTATS 2020
AISTATS 2021
AKBC 2020
BMVC 2020
BMVC 2021
CHI 2020
CIKM 2020
COLING 2020
COLING Workshops 2020
COLT 2020
COLT 2021
CoRL 2020
CVPR 2020
DCASE 2020
EACL 2021
ECML PKDD 2020
EMNLP 2020
ESWC 2020
FOCI 2020
HotCloud 2020
HotEdge 2020
HotStorage 2020
ICALP 2020
ICAPS 2020
ICFP 2020
ICLR 2020
ICLR 2021
ICML 2020
ICML 2021
ICN 2020
ICWSM 2020
ICWSM 2021
IJCAI 2021
ISMIR 2020
KDD 2020
KR 2020
L@S 2020
MIDL 2020
MLHC 2020
MLSYS 2021
MSML 2020
MSR 2020
NeurIPS 2020
NeurIPS 2021
OOPSLA 2020
OpML 2020
OSDI 2020
PLDI 2020
PLDI 2021
PODC 2020
POPL 2020
RECSYS 2020
SIGCOMM 2020
SIGDIAL 2020
SIGGRAPH 2020
SIGIR 2020
SOUPS 2020
SPAA 2020
STOC 2020
UAI 2020
USENIX ATC 2020
USENIX Security 2020
WACV 2021
WOOT 2020
MLHC 2020
Arts and Music
Biology
Chemistry
Computer Science
Economics
Engineering
Geoscience
History
Law
Humanities
Mathematics
Medical Sciences
Neuroscience
Physics
Politics
Psychology
Social Sciences
All dates
Today
Last week
Last month
Last year
Reset
Hide
Hide
Hide
Sort by:
Default
Date (upload)
Date (paper)
Likes
Stars
Views
Duration
Random
Search match
41
papertalks found
07/08/2020
Addressing Sample Size Challenges in Linked Data Through Data Fusion
Srikesh Arunajadai
,
Lulu Lee
,
Tom Haskell
Keywords
Abstract
Paper
3:02
07/08/2020
Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging
Szu-Yen Hu
,
Shuhang Wang
,
Wei-Hung Weng
and
JingChao Wang
,
XiaoHong Wang
,
Arinc Ozturk
,
Quan Li
,
Viksit Kumar
,
Anthony E. Samir
Keywords
Abstract
Paper
2:59
07/08/2020
CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output
Matthew B.A. McDermott
,
Tzu Ming Harry Hsu
,
Wei-Hung Weng
and
Marzyeh Ghassemi
,
Peter Szolovits
Keywords
Abstract
Paper
3:08
07/08/2020
Comparisons Between Hamiltonian Monte Carlo and Maximum A Posteriori For A Bayesian Model For Apixaban Induction Dose & Dose Personalization
A. Demetri Pananos
,
Daniel J. Lizotte
Keywords
Abstract
Paper
3:03
07/08/2020
An Evaluation of the Doctor-Interpretability of Generalized Additive Models with Interactions
Stefan Hegselmann
,
Thomas Volkert
,
Hendrik Ohlenburg
and
Antje Gottschalk
,
Martin Dugas
,
Christian Ertmer
Keywords
Abstract
Paper
2:53
07/08/2020
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine
Bret Nestor
,
Liam G. McCoy
,
Amol Verma
and
Chloe Pou-Prom
,
Joshua Murray
,
Sebnem Kuzulugil
,
David Dai
,
Muhammad Mamdani
,
Anna Goldenberg
,
Marzyeh Ghassemi
Keywords
Abstract
Paper
2:58
07/08/2020
Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data
Hadia Hameed
,
Samantha Kleinberg
Keywords
Abstract
Paper
2:58
07/08/2020
Evaluating and interpreting caption prediction for histopathology images
Renyu Zhang
,
Christopher Weber
,
Robert Grossman
,
Aly A. Khan
Keywords
Abstract
Paper
2:45
07/08/2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
Sonali Parbhoo
,
Mario Wieser
,
Volker Roth
,
Finale Doshi-Velez
Keywords
Abstract
Paper
2:44
07/08/2020
UPSTAGE: Unsupervised Context Augmentation for Utterance Classification in Patient-Provider Communication
Do June Min
,
Veronica Perez-Rosas
,
Shihchen Kuo
and
William H. Herman
,
Rada Mihalcea
Keywords
Abstract
Paper
3:07
07/08/2020
Hidden Risks of Machine Learning Applied to Healthcare: Unintended Feedback Loops Between Models and Future Data Causing Model Degradation
George Alexandru Adam
,
Chun-Hao Kingsley Chang
,
Benjamin Haibe-Kains
,
Anna Goldenberg
Keywords
Abstract
Paper
3:04
07/08/2020
Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions
Hari Bandi
,
Dimitris Bertsimas
Keywords
Abstract
Paper
3:04
07/08/2020
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage
Shijing Si
,
Rui Wang
,
Jedrek Wosik
and
Hao Zhang
,
David Dov
,
Guoyin Wang
,
Lawrence Carin
Keywords
Abstract
Paper
2:42
07/08/2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
Sarah Jabbour
,
David Fouhey
,
Ella Kazerooni
and
Michael W. Sjoding
,
Jenna Wiens
Keywords
Abstract
Paper
3:01
07/08/2020
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling
Yuan Luo
,
Chengsheng Mao
Keywords
Abstract
Paper
2:58
07/08/2020
A Causally Formulated Hazard Ratio Estimation through Backdoor Adjustment on Structural Causal Model
Riddhiman Adib
,
Paul Griffin
,
Sheikh Iqbal Ahamed
,
Mohammad Adibuzzaman
Keywords
Abstract
Paper
3:05
07/08/2020
Learning to Ask Medical Questions using Reinforcement Learning
Uri Shaham
,
Tom Zahavy
,
Cesar Caraballo
and
Shiwani Mahajan
,
Daisy Massey
,
Harlan Krumholz
Keywords
Abstract
Paper
3:11
07/08/2020
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling
Kristen A. Severson
,
Lana M. Chahine
,
Luba Smolensky
and
Kenney Ng
,
Jianying Hu
,
Soumya Ghosh
Keywords
Abstract
Paper
2:40
07/08/2020
Robust Benchmarking for Machine Learning of Clinical Entity Extraction
Monica Agrawal
,
Chloe O’Connell
,
Yasmin Fatemi
and
Ariel Levy
,
David Sontag
Keywords
Abstract
Paper
2:56
07/08/2020
Phenotyping with Prior Knowledge using Patient Similarity
Asif Rahman
,
Yale Chang
,
Bryan Conroy
,
Minnan Xu-Wilson
Keywords
Abstract
Paper
2:58
07/08/2020
Towards Early Diagnosis of Epilepsy from EEG Data
Diyuan Lu
,
Sebastian Bauer
,
Valentin Neubert
and
Laura Sophie Costard
,
Felix Rosenow
,
Jochen Triesch
Keywords
Abstract
Paper
3:00
07/08/2020
Predicting Drug Sensitivity of Cancer Cell Lines via Collaborative Filtering with Contextual Attention
Yifeng Tao
,
Shuangxia Ren
,
Michael Q. Ding
and
Russell Schwartz
,
Xinghua Lu
Keywords
Abstract
Paper
2:46
07/08/2020
Towards data-driven stroke rehabilitation via wearable sensors and deep learning
Aakash Kaku
,
Avinash Parnandi
,
Anita Venkatesan
and
Natasha Pandit
,
Heidi Schambra
,
Carlos Fernandez-Granda
Keywords
Abstract
Paper
3:04
07/08/2020
Time-Aware Transformer-based Network for Clinical Notes Series Prediction
Dongyu Zhang
,
Jidapa Thadajarassiri
,
Cansu Sen
,
Elke Rundensteiner
Keywords
Abstract
Paper
3:00
07/08/2020
Non-Invasive Classification of Alzheimer’s Disease Using Eye Tracking and Language
Oswald Barral
,
Hyeju Jang
,
Sally Newton-Mason
and
Sheetal Shajan
,
Thomas Soroski
,
Giuseppe Carenini
,
Cristina Conati
,
Thalia Field
Keywords
Abstract
Paper
3:07
07/08/2020
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations
Benjamin Schloss
,
Sandeep Konam
Keywords
Abstract
Paper
2:57
07/08/2020
Attentive Adversarial Network for Large-Scale Sleep Staging
Samaneh Nasiri
,
Gari D. Clifford
Keywords
Abstract
Paper
3:03
07/08/2020
Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention
Justin Lovelace
,
Nathan C. Hurley
,
Adrian D. Haimovich
,
Bobak J. Mortazavi
Keywords
Abstract
Paper
3:06
07/08/2020
MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations
Mijung Kim
,
Ho-min Park
,
Jae Yoon Kim
and
Seong Hwan Kim
,
Sofie Hoeke
,
Wesley De Neve
Keywords
Abstract
Paper
2:52
07/08/2020
Deep Reinforcement Learning for Closed-Loop Blood Glucose Control
Ian Fox
,
Joyce Lee
,
Rodica Pop-Busui
,
Jenna Wiens
Keywords
Abstract
Paper
2:55
07/08/2020
Fast, Structured Clinical Documentation via Contextual Autocomplete
Divya Gopinath
,
Monica Agrawal
,
Luke Murray
and
Steven Horng
,
David Karger
,
David Sontag
Keywords
Abstract
Paper
3:03
07/08/2020
Learning Insulin-Glucose Dynamics in the Wild
Andrew C. Miller
,
Nicholas J. Foti
,
Emily Fox
Keywords
Abstract
Paper
3:10
07/08/2020
Attention-Based Network for Weak Labels in Neonatal Seizure Detection
Dmitry Yu. Isaev
,
Dmitry Tchapyjnikov
,
C. Michael Cotten
and
David Tanaka
,
Natalia Martinez
,
Martin Bertran
,
Guillermo Sapiro
,
David Carlson
Keywords
Abstract
Paper
2:36
07/08/2020
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks
Lida Zhang
,
Nathan C. Hurley
,
Bassem Ibrahim
and
Erica Spatz
,
Harlan M. Krumholz
,
Roozbeh Jafari
,
Mortazavi J. Bobak
Keywords
Abstract
Paper
3:00
07/08/2020
Query-Focused EHR Summarization to Aid Imaging Diagnosis
Denis Jered McInerney
,
Borna Dabiri
,
Anne-Sophie Touret
and
Geoffrey Young
,
Jan-Willem Meent
,
Byron C. Wallace
Keywords
Abstract
Paper
2:50
07/08/2020
Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration
Shems Saleh
,
William Boag
,
Lauren Erdman
,
Tristan Naumann
Keywords
Abstract
Paper
2:54
07/08/2020
Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals
George H. Chen
Keywords
Abstract
Paper
3:28
07/08/2020
Using deep networks for scientific discovery in physiological signals
Tom Beer
,
Bar Eini-Porat
,
Sebastian Goodfellow
and
Danny Eytan
,
Uri Shalit
Keywords
Abstract
Paper
2:46
07/08/2020
Differentially Private Survival Function Estimation
Lovedeep Gondara
,
Ke Wang
Keywords
Abstract
Paper
3:32
07/08/2020
Knowledge Base Completion for Constructing Problem-Oriented Medical Records
James Mullenbach
,
Jordan Swartz
,
T. Greg McKelvey
and
Hui Dai
,
David Sontag
Keywords
Abstract
Paper
3:05
«
1
2
»