π24λ 12μ Oyekanmi Olatunde λ°μ¬κ³Όμ μ°κ΅¬μμ "Multiclass Classification of Alzheimer's Disease Prodromal Stages using Sequential Embeddings and Regularized Multikernel Support Vector Machine" μ΄ NeuroImage (SCI Q1, JCR 96.7%)μ κ²μ¬κ° μΉμΈλμμ΅λλ€.π
π24λ 11μ Jun Kataoka λ°μ¬κ³Όμ μ°κ΅¬μμ "AVATAR: Adversarial self-superVised domain adaptation network for TARget domain" μ΄ Expert Systems with Applications (SCI Q1, IF: 8.655)μ κ²μ¬κ° μΉμΈλμμ΅λλ€.π
π24λ 11μ Hairong Wang (Georgia Tech λ°μ¬κ³Όμ μ°κ΅¬μ)μ "Biologically-informed deep neural networks provide quantitative assessment of intratumoral heterogeneity in post-treatment glioblastoma" λ Όλ¬Έμ΄ npj Digital Medicine (SCI Q1, IF: 15.2, JCR 99.1%)μ κ²μ¬κ° μΉμΈλμμ΅λλ€. μ΄ μ°κ΅¬λ μ°μΈλνκ΅, Georgia Tech, Mayo Clinic, Columbia University Medical School μ°κ΅¬μ§μ΄ 곡λμΌλ‘ μ§ννμμ΅λλ€.π
π24λ μ 20ν λνμ°μ 곡νν μμ¬λ Όλ¬Έκ²½μ§λνμμ κΉλν (곡λμ μ: νΌμ ν) νμμ λ Όλ¬Έ(Challenging the Counterintuitive)μ΄ μ°μμμ μμνμμ΅λλ€. μΆνν©λλ€.
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π24λ μ 21ν νκ΅λ°μ΄ν°λ§μ΄λνν μΆκ³νμ λνμμ κΉμ©λ―Ό λ°μ¬κ³Όμ μ (λ Όλ¬Έ: BCAN)μ΄ μ΅μ°μλ°νμμ μμνμμ΅λλ€. μΆνν©λλ€.Β
πκΉμΈμμ°κ΅¬μμ΄ νκ΅κ³΅ννλ¦Όμ μ°¨μΈλ곡ν리λλ‘ μ λ°λμμ΅λλ€. μΆνν©λλ€.Β
π23λ μ 19ν λνμ°μ 곡νν μμ¬λ Όλ¬Έκ²½μ§λνμμ μ΄μ μ§ (곡λμ μ: μνλ¦°,μ₯μμ€) νμμ λ Όλ¬Έ(UniFormaly)μ΄ μ΅μ°μμμ μμνμμ΅λλ€. μΆνν©λλ€.Β
π23λ μ 19ν λνμ°μ 곡νν μμ¬λ Όλ¬Έκ²½μ§λνμμ μ¬μ€κ΅ νμμ λ Όλ¬Έ(LEAT)μ΄ μ΅μ°μμμ μμνμμ΅λλ€. μΆνν©λλ€.
π23λ INFORMS Annual Meeting, Data Mining and Decision Analysis Workshopμμ μ°μΈλνκ΅, Georgia Tech, Columbia Univ. Medical School, Mayo Clinic μ°κ΅¬μ§μ΄ 곡λμΌλ‘ μ°κ΅¬λ₯Ό μ§ννκ³ μλ Biologically-informed deep neural networks λ Όλ¬Έμ΄ Applied Track Best Paper Awardλ₯Ό μμνμμ΅λλ€. μΆνν©λλ€.Β Β