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Statistical Connectomics: Developing Methods Towards Understanding Populations of Networks


Jaewon Chung

@@ -57,10 +57,10 @@

Jaewon Chung

icon @j1c (Github)
icon @j1c (Twitter)

-
+

Acknowledgements

-
+

Committee

@@ -105,7 +105,7 @@

Collaborators

-
+
@@ -269,8 +269,8 @@

Connectomes: maps of neural wiring
  • Brains contain neurons, which carry information via electrical signals
    • -
  • Neurons connect to each other via synapses, allowing neurons to "talk" to each other
    • -
  • Connectome is a map of the structure of neurons and the synapses between them +
  • Neurons connect to each other via synapses, allowing neurons to "talk" to each other
    • +
  • Connectome is a map of the structure of neurons and the connections between them
    • Shaped by evolution, experience, influences neural activity, behavior
    @@ -750,7 +750,7 @@

    m2g

-
+

Questions?



@@ -946,7 +946,7 @@

Causal Test for Connectomic He

before i get into the bulk of the talk, i want to steal a page from previous lab members defenses, and start my defense with the acknowledgements. That way if you glaze over or fall asleep later in the talk, I hope you'll remember the important part, which is my graditute to the people which I should probably express more often.

First, to my advisor, my committee, and close collaborators. I will be forever humbled that you all trusted me to work on data and problems that you all have spent so much time and energy on. I'm grateful for that opportunity and for all I've learned from you over the years, and I'm confident that we'll keep working together for a long while...

I want to thank many current and past members of the neurodata lab and hopkins. It has been a great honor to get to learn from you all on a daily basis, and not just about machine learning or neuroscience or statistics, but also frisbee

Loftus

Saad-Eldin

Wang

...

...

...

Falk

...

...

...

Crowley

Bridgeford

Helm

How

Dey

Arroyo

Shin

Ullah

Patsolic

Mehta

Perry

Lawrence

Panda

Panda

Bai

To my parents and my brother - I obviously owe them everything that got me to this point. Their unwavering support, encouragement, and love have been the foundation of my journey.

To my partner Lina. Im so grateful for that support and that we've made it through this chapter stronger and with so many great memories, and i cant wait to see what the future holds for us in the future.

![center h:525](../images/fiber-tract-vert.jpeg)

Brain diseases disrupt communication between brain regions. This is why studying connectivity can help us develop targeted therapies for diseases like Alzheimer's and Parkinson's.

<footer> +

before i get into the bulk of the talk, i want to steal a page from previous lab members, and start my defense with the acknowledgements. That way if you glaze over or fall asleep later in the talk, I hope you'll remember the important part, which is my graditute to the people which I should probably express more often.

First, to my advisor, my committee, and close collaborators. I will be forever humbled that you all trusted me to work on data and problems that you all have spent so much time and energy on. I'm grateful for that opportunity and for all I've learned from you over the years, and I'm confident that we'll keep working together for a long while...

I want to thank many current and past members of the neurodata lab and hopkins. It has been a great honor to get to learn from you all on a daily basis, and not just about machine learning or neuroscience or statistics, but also frisbee

Loftus

Saad-Eldin

Wang

...

...

...

Falk

...

...

...

Crowley

Bridgeford

Helm

How

Dey

Arroyo

Shin

Ullah

Patsolic

Mehta

Perry

Lawrence

Panda

Panda

Bai

To my parents and my brother - I obviously owe them everything that got me to this point. Their unwavering support, encouragement, and love have been the foundation of my journey.

To my partner Lina. Im so grateful for the support and that we've made it through this chapter and with so many great memories from traveling many parts of the world. i cant wait to see what the future holds for us in the future.

![center h:525](../images/fiber-tract-vert.jpeg)

Brain diseases disrupt communication between brain regions. This is why studying connectivity can help us develop targeted therapies for diseases like Alzheimer's and Parkinson's.

<footer> Athreya et al. "RDPG..." _JMLR_ (2021) diff --git a/docs/defense/defense.md b/docs/defense/defense.md index 813a481..68634cf 100644 --- a/docs/defense/defense.md +++ b/docs/defense/defense.md @@ -31,7 +31,7 @@ Department of Biomedical Engineering --- - + # Acknowledgements @@ -414,7 +414,7 @@ Ziyan --- - + ![center w:1400](./images/lina.jpeg) @@ -440,8 +440,8 @@ Ziyan

- Brains contain **neurons**, which carry information via electrical signals -- Neurons connect to each other via **synapses**, allowing neurons to "talk" to each other -- **Connectome** is a map of the structure of neurons and the synapses between them +- Neurons **connect** to each other via synapses, allowing neurons to "talk" to each other +- **Connectome** is a map of the structure of neurons and the connections between them - Shaped by evolution, experience, influences neural activity, behavior