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Towards reproducible science with Jupyter Notebooks

Towards reproducible science with Jupyter Notebooks
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United Kingdom , Hans Fangohr , Computational Science , ஒன்றுபட்டது கிஂக்டம் , கணக்கீட்டு அறிவியல் ,

Researchers use AI to identify a new bone shape measure in knee osteoarthritis


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(Boston) Knee osteoarthritis (OA) is a global health problem. Almost half the adults over the age of 75 have some form of knee OA one of the leading causes of disability worldwide. Because there is no cure for knee OA, current treatment relies on accurately identifying and staging the disease.
Using an Artificial Intelligence-based approach known as deep learning, researchers from Boston University School of Medicine (BUSM) have now identified a new measure to determine the severity of knee osteoarthritis named subchondral bone length (SBL).
There are only a handful of proven imaging markers of knee OA. Currently, medical imaging tools such as Magnetic Resonance Imaging (MRI) or x-rays are used to examine the knee joint. Our study identified a new imaging measure that has the potential to become a biomarker of knee OA, explained corresponding author explained corresponding author Vijaya B. Kolachalama, PhD, assistant professor of medicine at BUSM. ....

United States , Boston University , Vijayab Kolachalama , American Heart Association , Digital Health Initiative At Boston University , Boston University School Of Medicine , Hariri Institute For Computing , Manchester Biomedical Research Centre , Artificial Intelligence Based , Boston University School , Magnetic Resonance Imaging , Karen Toffler Charitable , Hariri Institute , Computational Science , Digital Health Initiative , Biomedical Research Centre , ஒன்றுபட்டது மாநிலங்களில் , போஸ்டன் பல்கலைக்கழகம் , அமெரிக்கன் இதயம் சங்கம் , போஸ்டன் பல்கலைக்கழகம் பள்ளி ஆஃப் மருந்து , ஹரிரி நிறுவனம் க்கு கணினி , மான்செஸ்டர் உயிர் மருத்துவ ஆராய்ச்சி மையம் , செயற்கை உளவுத்துறை அடிப்படையிலானது , போஸ்டன் பல்கலைக்கழகம் பள்ளி , காந்த அதிர்வு இமேஜிங் , ஹரிரி நிறுவனம் ,

Neukom Institute Announces 2021 Playwriting Award Winners


Neukom Institute Announces 2021 Playwriting Award Winners
Gina Femia s meet you at the Galaxy Diner. has won the 2021 Neukom Institute Literary Arts Award for Playwriting.by BWW News Desk
Gina Femia s meet you at the Galaxy Diner. has won the 2021 Neukom Institute Literary Arts Award for Playwriting. Some of Us Exist in the Future, by Nkenna Akunna, received runner-up honors.
These are two terrific dramatic works that make us think about the emotional dimensions of the intersection of lives and the digital, said Dan Rockmore, director of Dartmouth s Neukom Institute for Computational Science.
meet you at the Galaxy Diner. tells the story of old high school friends who reconnect by chance over a 1990s-era online messaging service, sparking a wave of memories and old emotions. The play explores technology, outer space, and whether looking back can help people remember who they are. ....

New York , United States , White River Junction , Gina Femia , Dan Rockmore , Nkenna Akunna , Jess Chayes , Neukom Institute For Computational Science , Neukom Institute , Neukom Institute Literary Arts Award For , Department Of Theater At Dartmouth College , Dartmouth Neukom Institute For Computational Science , Institute Literary Arts Award , Northern Stage , Artistic Director , Neukom Award , Dartmouth College , Computational Science , Literary Arts Awards , புதியது யார்க் , ஒன்றுபட்டது மாநிலங்களில் , வெள்ளை நதி சந்தி , ஜினா ஃபெமியா , டான் ராக்மோர் , துறை ஆஃப் திரையரங்கம் இல் டார்ட்மவுத் கல்லூரி , நிறுவனம் இலக்கிய கலைகள் விருது ,

| College of Computing


Srijan Kumar [Assistant Professor, CSE, Georgia Institute of Technology]
Diyi Yang [Assistant Professor, CSE, Georgia Institute of Technology]
 
Abstract
As society and technology becomes increasingly interconnected, so does the threat landscape. Once isolated threats now pose serious concerns to highly interdependent systems, highlighting the fundamental need for robust machine learning. This dissertation contributes novel tools, algorithms, databases and models through the lens of robust machine learning in a research effort to solve large-scale societal problems affecting millions of people in the areas of cybersecurity and healthcare.
1. Tools: We develop TIGER, the first comprehensive graph robustness toolbox; and our Robustness Survey identifies critical yet missing areas of graph robustness research. ....

Georgia Institute Of Technology , United States , Diyi Yang , Srijan Kumar , Scott Freitas , Duen Horng Polo Chau , School Of Computational Science , Georgia Tech , Developing Robust Models , Computational Science , Robustness Survey , ஜார்ஜியா நிறுவனம் ஆஃப் தொழில்நுட்பம் , ஒன்றுபட்டது மாநிலங்களில் , ஸ்ரீஜன் குமார் , பள்ளி ஆஃப் கணக்கீட்டு அறிவியல் , ஜார்ஜியா தொழில்நுட்பம் , கணக்கீட்டு அறிவியல் ,