Machine Learning 4 Oncology (@ml4onc) 's Twitter Profile
Machine Learning 4 Oncology

@ml4onc

Team of researchers, students, and clinicians using machine learning to help people with cancer | PI: Rob Grant | @pmcancercentre @imstoronto @ICESOntario

ID: 1732544462746726400

calendar_today06-12-2023 23:36:32

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Arndt Vogel (@arndtvogel) 's Twitter Profile Photo

🔥World Cholangiocarcinoma (CCA) Day 2024🔥 #WorldCCADay 💪The multidisciplinary TEAM in Toronto 🇨🇦 is growing😅 👉Dedicated to fight this devastating disease 🙏to all who support! #BeClearOnCCA ESMO - Eur. Oncology EASL Education ILCA @curecca #livertwitter University Health Network UHN Research Princess Margaret Cancer Centre Research

🔥World Cholangiocarcinoma (CCA) Day 2024🔥
#WorldCCADay
💪The  multidisciplinary TEAM in Toronto 🇨🇦 is growing😅
👉Dedicated to fight this devastating disease
🙏to all who support!
#BeClearOnCCA
<a href="/myESMO/">ESMO - Eur. Oncology</a> <a href="/EASLedu/">EASL Education</a> <a href="/ILCAnews/">ILCA</a> @curecca #livertwitter <a href="/UHN/">University Health Network</a> <a href="/UHN_Research/">UHN Research</a> <a href="/PMResearch_UHN/">Princess Margaret Cancer Centre Research</a>
ICES (@icesontario) 's Twitter Profile Photo

🎉 Welcome to the team Robert Grant! Dr. Grant's research focuses on using machine and deep learning to integrate multimodal data to improve clinical decision-making for people with cancer ices.on.ca/ices-scientist…

🎉 Welcome to the team Robert Grant! Dr. Grant's research focuses on using machine and deep learning to integrate multimodal data to improve clinical decision-making for people with cancer ices.on.ca/ices-scientist…
FACIT (@facitca) 's Twitter Profile Photo

REACT is an AI chatbot to help healthcare workers triage care for patients with cancer. Looking forward to Robert Grant Princess Margaret Cancer Centre UHN Research pitching his innovation at Falcons' Fortunes this Thursday. #FF2024 facit.ca/falcons-fortun…

REACT is an AI chatbot to help healthcare workers triage   care for patients with cancer.  Looking forward to Robert Grant <a href="/pmcancercentre/">Princess Margaret Cancer Centre</a> <a href="/UHN_Research/">UHN Research</a> pitching his innovation at Falcons' Fortunes this Thursday. #FF2024 
facit.ca/falcons-fortun…
Arndt Vogel (@arndtvogel) 's Twitter Profile Photo

🌞Great sunny day in Toronto, just starting the Cholangiocarcinoma in PSC Symposium at University Health Network 🤩Looking forward to great talks and discussion on new strategies for prevention and treatment of cancer in PSC ESMO - Eur. Oncology EASL Education ILCA Cholangiocarcinoma Foundation #livertwitter @sapisochin

🌞Great sunny day in Toronto, just starting the Cholangiocarcinoma in PSC Symposium at <a href="/UHN/">University Health Network</a>
🤩Looking forward to great talks and discussion on new strategies for prevention and treatment of cancer in PSC
<a href="/myESMO/">ESMO - Eur. Oncology</a> <a href="/EASLedu/">EASL Education</a> <a href="/ILCAnews/">ILCA</a> <a href="/curecc/">Cholangiocarcinoma Foundation</a> #livertwitter @sapisochin
Grainne O'Kane (@graokane) 's Twitter Profile Photo

PASS-01 trial #PDAC #ASCO24 ➡️rand ph2 mFFX vs.GnP ➡️WGS/RNA/PDO/CTCs/ctDNA ✅PP PFS 5.5 (GnP) vs. 4.0mths (mFFX) ➡️PP ❌gBRCA/PALB2 >KRASWT in GnP ➡️MTB directed 2nd line ➡️ GnP remains a backbone for drug dvp ➡️basal-like unmet need Proud Dr. Amber Habowski as translational leads

PASS-01 trial #PDAC #ASCO24 
➡️rand ph2 mFFX vs.GnP
➡️WGS/RNA/PDO/CTCs/ctDNA
✅PP PFS 5.5 (GnP) vs. 4.0mths (mFFX)
➡️PP ❌gBRCA/PALB2 &gt;KRASWT in GnP
➡️MTB directed 2nd line
➡️ GnP remains a backbone for drug dvp
➡️basal-like unmet need
Proud <a href="/AmberHabowski/">Dr. Amber Habowski</a> as translational leads
Machine Learning 4 Oncology (@ml4onc) 's Twitter Profile Photo

Thank you to TD Ready Commitment. We are honoured and appreciate the responsibility that comes with this incredible gift. Our team is already hard at work to realize our vision of using AI to improve cancer care.

Diane M. Simeone, MD (@madamesurgeon) 's Twitter Profile Photo

The The PRECEDE Consortium Study, the nation’s largest pancreatic cancer early detection initiative, is holding its annual meeting in San Diego on Nov 7-8. We aim to improve early detection and increase the 5-year survival rate to 50% in the next decade! bit.ly/3ApP5Lp

Machine Learning 4 Oncology (@ml4onc) 's Twitter Profile Photo

Inspiring to see the international community come together at the PRECEDE Annual Meeting to figure out how to prevent pancreatic cancer! Our screening program at Princess Margaret Cancer Centre contributes to this important initiative

Grainne O'Kane (@graokane) 's Twitter Profile Photo

Final COMPASS trial data advanced #PDAC ➡️268 WGS& 253RNA-seq ➡️basal-like& hi GRIm-S ⬇️OS, both unique TME inc CD8 variation,NB primaries vs mets ➡️LTS :HRD, KRAS WT ➡️KRAS major enriches basal, >type II DM ➡️LAPC≠intact SMAD4 ➡️47% receive 2nd line tx nature.com/articles/s4146…

Final COMPASS trial data advanced #PDAC
➡️268 WGS&amp; 253RNA-seq
➡️basal-like&amp; hi GRIm-S ⬇️OS, both unique TME inc CD8 variation,NB primaries vs mets
➡️LTS :HRD, KRAS WT
➡️KRAS major enriches basal, &gt;type II DM
➡️LAPC≠intact SMAD4
➡️47% receive 2nd line tx
nature.com/articles/s4146…
JAMA Oncology (@jamaonc) 's Twitter Profile Photo

Study demonstrated cisplatin treatment was followed by a predictable decrease in the estimated glomerular filtration rate (eGFR), placing patients with a lower baseline eGFR at the highest risk of CKD. ja.ma/41eBxMU

Study demonstrated cisplatin treatment was followed by a predictable decrease in the estimated glomerular filtration rate (eGFR), placing patients with a lower baseline eGFR at the highest risk of CKD. ja.ma/41eBxMU
Anirban Maitra (@aiims1742) 's Twitter Profile Photo

Terrific preprint by Hartland Jackson using imaging mass cytometry (IMC) & matched genomics for building multimodality prediction models: Integrated spatial proteomics of human PDAC uncovers an expanded tumour–immune– stroma spectrum with genomic associations biorxiv.org/content/10.110…

Terrific preprint by <a href="/hartjackson/">Hartland Jackson</a> using imaging mass cytometry (IMC) &amp; matched genomics for building multimodality prediction models:
Integrated spatial proteomics of human PDAC uncovers an expanded tumour–immune– stroma spectrum with genomic associations
biorxiv.org/content/10.110…
Grainne O'Kane (@graokane) 's Twitter Profile Photo

PASS-01:ph II mFFX v GnP;#PDAC denovo met ds; excl gBRCA/PALB2 ➡️no clinically sig diff GnP v mFFX ➡️basal-like poor OS-mPFS on mFFX 3 mths ➡️54% receive 2nd line; mOS<6mths ➡️PDOs/ctDNA to come Dr. Amber Habowski 1st-line biomarkers essential-RAS &🤞subtype doi.org/10.1200/JCO-25…

PASS-01:ph II mFFX v GnP;#PDAC
denovo met ds; excl gBRCA/PALB2 
➡️no clinically sig diff GnP v mFFX
➡️basal-like poor OS-mPFS on mFFX 3 mths
➡️54% receive 2nd line; mOS&lt;6mths
➡️PDOs/ctDNA to come <a href="/AmberHabowski/">Dr. Amber Habowski</a> 
1st-line biomarkers essential-RAS &amp;🤞subtype
doi.org/10.1200/JCO-25…
Machine Learning 4 Oncology (@ml4onc) 's Twitter Profile Photo

New research out today: ML can predict future symptoms during cancer treatment from EHR data. Congrats to Noke for his first paper during his PhD.👏 Great to collaborate with Cancer Digital Intelligence and the rest of the team. JCO Clinical Cancer Informatics Princess Margaret Cancer Centre Research. ascopubs.org/doi/10.1200/CC…