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Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

hurshd0/must-read-papers-for-ml

Folders and files, repository files navigation, must read papers for data science, ml, and dl, curated collection of data science, machine learning and deep learning papers, reviews and articles that are on must read list..

NOTE: 🚧 in process of updating, let me know what additional papers, articles, blogs to add I will add them here.

👉 ⭐ this repo

Contributing

• 👉 🔃 Please feel free to Submit Pull Request , if links are broken, or I am missing any important papers, blogs or articles.

👇 READ THIS 👇

• 👉 Reading paper with heavy math is hard, it takes time and effort to understand, most of it is dedication and motivation to not quit, don't be discouraged, read once, read twice, read thrice,... until it clicks and blows you away.

🥇 - Read it first

🥈 - Read it second

🥉 - Read it third

Data Science

📊 pre-processing & eda.

🥇 📄 Data preprocessing - Tidy data - by Hadley Wickham

📓 General DS

🥇 📄 Statistical Modeling: The Two Cultures - by Leo Breiman

🥈 📄 A study in Rashomon curves and volumes: A new perspective on generalization and model simplicity in machine learning

• 📹 KDD 2019 Cynthia Rudin's Keynote

🥇 📄 Frequentism and Bayesianism: A Python-driven Primer by Jake VanderPlas

Machine Learning

🎯 general ml.

🥇 📄 Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning - by Sebastian Raschka

🥇 📄 A Brief Introduction into Machine Learning - by Gunnar Ratsch

🥉 📄 An Introduction to the Conjugate Gradient Method Without the Agonizing Pain - by Jonathan Richard Shewchuk

🥉 📄 On Model Stability as a Function of Random Seed

🔍 Outlier/Anomaly detection

🥇 📰 Outlier Detection : A Survey

🥈 📄 XGBoost: A Scalable Tree Boosting System

🥈 📄 LightGBM: A Highly Efficient Gradient BoostingDecision Tree

🥈 📄 AdaBoost and the Super Bowl of Classifiers - A Tutorial Introduction to Adaptive Boosting

🥉 📄 Greedy Function Approximation: A Gradient Boosting Machine

📖 Unraveling Blackbox ML

🥉 📄 Peeking Inside the Black Box: Visualizing Statistical Learning with Plots of Individual Conditional Expectation

🥉 📄 Data Shapley: Equitable Valuation of Data for Machine Learning

✂️ Dimensionality Reduction

🥇 📄 A Tutorial on Principal Component Analysis

🥈 📄 How to Use t-SNE Effectively

🥉 📄 Visualizing Data using t-SNE

📈 Optimization

🥇 📄 A Tutorial on Bayesian Optimization

🥈 📄 Taking the Human Out of the Loop: A review of Bayesian Optimization

Famous Blogs

Sebastian Raschka Chip Huyen

🎱 🔮 Recommenders

🥇 📄 A Survey of Collaborative Filtering Techniques

🥇 📄 Collaborative Filtering Recommender Systems

🥇 📄 Deep Learning Based Recommender System: A Survey and New Perspectives

🥇 📄 🤔 ⭐ Explainable Recommendation: A Survey and New Perspectives ⭐

Case Studies

🥈 📄 The Netflix Recommender System: Algorithms, Business Value,and Innovation

• Netflix Recommendations: Beyond the 5 stars Part 1
• Netflix Recommendations: Beyond the 5 stars Part 2

🥈 📄 Two Decades of Recommender Systems at Amazon.com

🥈 🌐 How Does Spotify Know You So Well?

👉 More In-Depth study, 📕 Recommender Systems Handbook

Famous Deep Learning Blogs 🤠

🌐 Stanford UFLDL Deep Learning Tutorial

🌐 Distill.pub

🌐 Colah's Blog

🌐 Andrej Karpathy

🌐 Zack Lipton

🌐 Sebastian Ruder

🌐 Jay Alammar

📚 Neural Networks and Deep Learning Neural Networks

⭐ 🥇 📰 The Matrix Calculus You Need For Deep Learning - Terence Parr and Jeremy Howard ⭐

🥇 📰 Deep learning -Yann LeCun, Yoshua Bengio & Geoffrey Hinton

🥇 📄 Generalization in Deep Learning

🥇 📄 Topology of Learning in Artificial Neural Networks

🥇 📄 Dropout: A Simple Way to Prevent Neural Networks from Overfitting

🥈 📄 Polynomial Regression As an Alternative to Neural Nets

🥈 🌐 The Neural Network Zoo

🥈 🌐 Image Completion with Deep Learning in TensorFlow

🥈 📄 Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

🥉 📄 A systematic study of the class imbalance problem in convolutional neural networks

🥉 📄 All Neural Networks are Created Equal

🥉 📄 Adam: A Method for Stochastic Optimization

🥉 📄 AutoML: A Survey of the State-of-the-Art

🥇 📄 Visualizing and Understanding Convolutional Networks -by Andrej Karpathy Justin Johnson Li Fei-Fei

🥈 📄 Deep Residual Learning for Image Recognition

🥈 📄 AlexNet-ImageNet Classification with Deep Convolutional Neural Networks

🥈 📄 VGG Net-VERY DEEP CONVOLUTIONAL NETWORKS FOR LARGE-SCALE IMAGE RECOGNITION

🥉 📄 A Mathematical Theory of Deep Convolutional Neural Networks for Feature Extraction

🥉 📄 Large-scale Video Classification with Convolutional Neural Networks

🥉 📄 Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

⚫ CapsNet 🔱

🥇 📄 Dynamic Routing Between Capsules

Blog explaning, "What are CapsNet, or Capsule Networks?"

Capsule Networks Tutorial by Aureline Geron

🏞️ 💬 Image Captioning

🥇 📄 Show and Tell: A Neural Image Caption Generator

🥈 📄 Neural Machine Translation by Jointly Learning to Align and Translate

🥈 📄 StyleNet: Generating Attractive Visual Captions with Styles

🥈 📄 Show, Attend and Tell: Neural Image Caption Generation with Visual Attention

🥈 📄 Where to put the Image in an Image Caption Generator

🥈 📄 Dank Learning: Generating Memes Using Deep Neural Networks

🚗 🚶‍♂️ Object Detection 🦅 🏈

🥈 📄 ResNet-Deep Residual Learning for Image Recognition

🥈 📄 YOLO-You Only Look Once: Unified, Real-Time Object Detection

🥈 📄 Microsoft COCO: Common Objects in Context

• COCO dataset

🥈 📄 (R-CNN) Rich feature hierarchies for accurate object detection and semantic segmentation

🥈 📄 Fast R-CNN

• 💻 Papers with Code

🥈 📄 Faster R-CNN

🥈 📄 Mask R-CNN

🚗 🚶‍♂️ 👫 Pose Detection 🏃 💃

🥈 📄 DensePose: Dense Human Pose Estimation In The Wild

🥈 📄 Parsing R-CNN for Instance-Level Human Analysis

🔡 🔣 Deep NLP 💱 🔢

🥇 📄 A Primer on Neural Network Models for Natural Language Processing

🥇 📄 Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

🥇 📄 On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

🥇 📄 LSTM: A Search Space Odyssey - by Klaus Greff et al.

🥇 📄 A Critical Review of Recurrent Neural Networksfor Sequence Learning

🥇 📄 Visualizing and Understanding Recurrent Networks

⭐ 🥇 📄 Attention Is All You Need ⭐

🥇 📄 An Empirical Exploration of Recurrent Network Architectures

🥇 📄 Open AI (GPT-2) Language Models are Unsupervised Multitask Learners

🥇 📄 BERT: Pre-training of Deep Bidirectional Transformers forLanguage Understanding

• Google BERT Annoucement

🥉 📄 Parameter-Efficient Transfer Learning for NLP

🥉 📄 A Sensitivity Analysis of (and Practitioners’ Guide to) ConvolutionalNeural Networks for Sentence Classification

🥉 📄 A Survey on Recent Advances in Named Entity Recognition from Deep Learning models

🥉 📄 Convolutional Neural Networks for Sentence Classification

🥉 📄 Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction

🥉 📄 Single Headed Attention RNN: Stop Thinking With Your Head

🥇 📄 Generative Adversarial Nets - Goodfellow et al.

📚 GAN Rabbit Hole -> GAN Papers

⭕➖⭕ GNNs (Graph Neural Networks)

🥉 📄 A Comprehensive Survey on Graph Neural Networks

👨‍⚕️ 💉 Medical AI 💊 🔬

Machine learning classifiers and fMRI: a tutorial overview - by Francisco et al.

👇 Cool Stuff 👇

🔊 📄 SoundNet: Learning Sound Representations from Unlabeled Video

🎨 📄 CAN: Creative Adversarial NetworksGenerating “Art” by Learning About Styles andDeviating from Style Norms

🎨 📄 Deep Painterly Harmonization

• Github Code

🕺 💃 📄 Everybody Dance Now

• Everybody Dance Now - Youtube Video

⚽ Soccer on Your Tabletop

👱‍♀️ 💇‍♀️ 📄 SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color

📸 📄 Handheld Mobile Photography in Very Low Light

🏯 🕌 📄 Learning Deep Features for Scene Recognitionusing Places Database

🚅 🚄 📄 High-Speed Tracking withKernelized Correlation Filters

🎬 📄 Recent progress in semantic image segmentation

Rabbit hole -> 🔊 🌐 Analytics Vidhya Top 10 Audio Processing Tasks and their papers

:blonde_man: -> 👴 📄 📄 Face Aging With Condintional GANS

:blonde_man: -> 👴 📄 📄 Dual Conditional GANs for Face Aging and Rejuvenation

⚖️ 📄 BAGAN: Data Augmentation with Balancing GAN

labml.ai Annotated PyTorch Paper Implementations

📰 Cap Stone Projects 📰

8 Awesome Data Science Capstone Projects

10 Powerful Applications of Linear Algebra in Data Science

Top 5 Interesting Applications of GANs

Deep Learning Applications a beginner can build in minutes

2019-10-28 Started must-read-papers-for-ml repo

2019-10-29 Added analytics vidhya use case studies article links

2019-10-30 Added Outlier/Anomaly detection paper, separated Boosting, CNN, Object Detection, NLP papers, and added Image captioning papers

2019-10-31 Added Famous Blogs from Deep and Machine Learning Researchers

2019-11-1 Fixed markdown issues, added contribution guideline

2019-11-20 Added Recommender Surveys, and Papers

2019-12-12 Added R-CNN variants, PoseNets, GNNs

2020-02-23 Added GRU paper

Contributors 2

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Collection  12 March 2023

Journal Top 100 - 2022

This collection highlights our most downloaded* research papers published in 2022. Featuring authors from around the world, these papers highlight valuable research from an international community.

You can also check out the Top 100 across various subject areas here .

*Data obtained from SN Insights, which is based on Digital Science’s Dimensions.

mRNA vaccine-induced antibodies more effective than natural immunity in neutralizing SARS-CoV-2 and its high affinity variants

• Dominic Esposito

Cats learn the names of their friend cats in their daily lives

• Saho Takagi
• Atsuko Saito
• Hika Kuroshima

Metformin administration is associated with enhanced response to transarterial chemoembolization for hepatocellular carcinoma in type 2 diabetes patients

• Woo Jin Jung
• Sangmi Jang
• Jin-Wook Kim

The impact of digital media on children’s intelligence while controlling for genetic differences in cognition and socioeconomic background

• Bruno Sauce
• Magnus Liebherr
• Torkel Klingberg

Life tables of annual life expectancy and mortality for companion dogs in the United Kingdom

• Kendy Tzu-yun Teng
• Dave C. Brodbelt
• Dan G. O’Neill

Bioarchaeological and palaeogenomic portrait of two Pompeians that died during the eruption of Vesuvius in 79 AD

• Gabriele Scorrano
• Serena Viva
• Fabio Macciardi

Reading on a smartphone affects sigh generation, brain activity, and comprehension

• Motoyasu Honma
• Yuri Masaoka
• Masahiko Izumizaki

Principal Component Analyses (PCA)-based findings in population genetic studies are highly biased and must be reevaluated

• Eran Elhaik

The determinants of COVID-19 morbidity and mortality across countries

• Dianna Chang
• Kelvin Jui Keng Tan

Birdsongs alleviate anxiety and paranoia in healthy participants

• J. Sundermann

Identification of ADS024, a newly characterized strain of Bacillus velezensis with direct Clostridiodes difficile killing and toxin degradation bio-activities

• Michelle M. O’Donnell
• James W. Hegarty
• Laurent Chesnel

Multiple sclerosis genetic and non-genetic factors interact through the transient transcriptome

• Renato Umeton
• Gianmarco Bellucci
• Giovanni Ristori

The effect of metformin on the survival of colorectal cancer patients with type 2 diabetes mellitus

• Zeinab Tarhini
• Kamelia Manceur
• Niki Christou

Chemical characterisation of the vapour emitted by an e-cigarette using a ceramic wick-based technology

• M. Isabel Pinto

Large-magnitude (VEI ≥ 7) ‘wet’ explosive silicic eruption preserved a Lower Miocene habitat at the Ipolytarnóc Fossil Site, North Hungary

• Dávid Karátson
• Imre Szarvas

Far-UVC (222 nm) efficiently inactivates an airborne pathogen in a room-sized chamber

• Waseem Hiwar
• Kenneth Wood

Low dose aspirin associated with greater bone mineral density in older adults

• Hongzhan Liu
• Xungang Xiao

First direct evidence of adult European eels migrating to their breeding place in the Sargasso Sea

• Rosalind M. Wright
• Adam T. Piper
• David Righton

Infections with the SARS-CoV-2 Delta variant exhibit fourfold increased viral loads in the upper airways compared to Alpha or non-variants of concern

• Christian J. H. von Wintersdorff
• Jozef Dingemans
• Paul H. M. Savelkoul

Inappropriate sinus tachycardia in post-COVID-19 syndrome

• Júlia Aranyó
• Victor Bazan
• Roger Villuendas

The microstructure and the origin of the Venus from Willendorf

• Gerhard W. Weber
• Alexander Lukeneder

COVID-19 reinfections among naturally infected and vaccinated individuals

• Sezanur Rahman
• M. Mahfuzur Rahman
• Mustafizur Rahman

Lockdown measures during the COVID-19 pandemic strongly impacted the circulation of respiratory pathogens in Southern China

• Heping Wang
• Yuejie Zheng
• Wenjian Wang

Alzheimer’s disease large-scale gene expression portrait identifies exercise as the top theoretical treatment

• Mason A. Hill
• Stephen C. Gammie

COVID-19 symptoms are reduced by targeted hydration of the nose, larynx and trachea

• Carolin Elizabeth George
• Gerhard Scheuch
• David A. Edwards

SARS-CoV-2 spike protein induces cognitive deficit and anxiety-like behavior in mouse via non-cell autonomous hippocampal neuronal death

• Junyoung Oh
• Woo-Hyun Cho
• Sung Joong Lee

Abdominal pain patterns during COVID-19: an observational study

• Alexandre Balaphas
• Kyriaki Gkoufa
• Christian Toso

Detection of human pathogenic bacteria in rectal DNA samples from Zalophus californianus in the Gulf of California, Mexico

• Francesco Cicala
• David Ramírez-Delgado
• Alexei F. Licea-Navarro

Industrialised fishing nations largely contribute to floating plastic pollution in the North Pacific subtropical gyre

• Laurent Lebreton
• Sarah-Jeanne Royer
• Matthias Egger

Hypertension and diabetes including their earlier stage are associated with increased risk of sudden cardiac arrest

• Seung Young Roh
• Young-Hoon Kim

Utility of an artificial intelligence system for classification of esophageal lesions when simulating its clinical use

• Ayaka Tajiri
• Ryu Ishihara
• Tomohiro Tada

Prevalence, age of decision, and interpersonal warmth judgements of childfree adults

• Zachary P. Neal
• Jennifer Watling Neal

Acute and protracted abstinence from methamphetamine bidirectionally changes intrinsic excitability of indirect pathway spiny projection neurons in the dorsomedial striatum

• Sanghoon Choi
• Steven M. Graves

Indeterminacy of cannabis impairment and ∆ 9 -tetrahydrocannabinol (∆ 9 -THC) levels in blood and breath

• Gregory T. Wurz
• Michael W. DeGregorio

High rates of plasmid cotransformation in E. coli overturn the clonality myth and reveal colony development

• Delia Tomoiaga
• Jaclyn Bubnell
• Paul Feinstein

Metformin sensitizes leukemic cells to cytotoxic lymphocytes by increasing expression of intercellular adhesion molecule-1 (ICAM-1)

• Nerea Allende-Vega
• Joaquin Marco Brualla
• Martin Villalba

Incorporation of machine learning and deep neural network approaches into a remote sensing-integrated crop model for the simulation of rice growth

• Seungtaek Jeong
• Jong-min Yeom

Perceiving societal pressure to be happy is linked to poor well-being, especially in happy nations

• Egon Dejonckheere
• Joshua J. Rhee
• Brock Bastian

The earliest Pleistocene record of a large-bodied hominin from the Levant supports two out-of-Africa dispersal events

• Alon Barash
• Miriam Belmaker

Generation mechanism and prediction of an observed extreme rogue wave

• Johannes Gemmrich

Fitness tracking reveals task-specific associations between memory, mental health, and physical activity

• Jeremy R. Manning
• Gina M. Notaro
• Paxton C. Fitzpatrick

Domestic dogs ( Canis familiaris ) grieve over the loss of a conspecific

• Stefania Uccheddu
• Lucia Ronconi
• Federica Pirrone

Human transgenerational observations of regular smoking before puberty on fat mass in grandchildren and great-grandchildren

• Jean Golding
• Steve Gregory
• Matthew Suderman

Chlamydia pneumoniae can infect the central nervous system via the olfactory and trigeminal nerves and contributes to Alzheimer’s disease risk

• Jenny A. K. Ekberg

Oxycodone/naloxone versus tapentadol in real-world chronic non-cancer pain management: an observational and pharmacogenetic study

• Jordi Barrachina
• Cesar Margarit
• Ana M. Peiró

Cooking methods are associated with inflammatory factors, renal function, and other hormones and nutritional biomarkers in older adults

• Montserrat Rodríguez-Ayala
• José Ramón Banegas
• Pilar Guallar-Castillón

Classification of pig calls produced from birth to slaughter according to their emotional valence and context of production

• Elodie F. Briefer
• Ciara C.-R. Sypherd
• Céline Tallet

Higher emotional awareness is associated with greater domain-general reflective tendencies

• Michelle Persich
• William D. S. Killgore

A large Megaraptoridae (Theropoda: Coelurosauria) from Upper Cretaceous (Maastrichtian) of Patagonia, Argentina

• Alexis M. Aranciaga Rolando
• Matias J. Motta
• Fernando E. Novas

Long COVID occurrence in COVID-19 survivors

• Aya Sugiyama
• Junko Tanaka

Water activated disposable paper battery

• Alexandre Poulin
• Xavier Aeby
• Gustav Nyström

Intestinal preservation in a birdlike dinosaur supports conservatism in digestive canal evolution among theropods

• Yichuan Liu

Antiviral effect of cetylpyridinium chloride in mouthwash on SARS-CoV-2

• Hirofumi Sawa

Evidence of an oceanic impact and megatsunami sedimentation in Chryse Planitia, Mars

• J. Alexis P. Rodriguez
• Darrel K. Robertson
• Mario Zarroca

Curcumin and metformin synergistically modulate peripheral and central immune mechanisms of pain

• Peththa Wadu Dasuni Wasana
• Pasarapa Towiwat

The first occurrence of an avian-style respiratory infection in a non-avian dinosaur

• D. Cary Woodruff
• Ewan D. S. Wolff
• Lawrence M. Witmer

Optimal linear estimation models predict 1400–2900 years of overlap between Homo sapiens and Neandertals prior to their disappearance from France and northern Spain

• Igor Djakovic
• Alastair Key
• Marie Soressi

The influence of time on the sensitivity of SARS-CoV-2 serological testing

• Arturo Torres Ortiz
• Fernanda Fenn Torrente
• Louis Grandjean

Online misinformation is linked to early COVID-19 vaccination hesitancy and refusal

• Francesco Pierri
• Brea L. Perry
• John Bryden

A distinct symptom pattern emerges for COVID-19 long-haul: a nationwide study

• Melissa D. Pinto
• Charles A. Downs
• Natalie Lambert

SARS-CoV-2-reactive IFN-γ-producing CD4 + and CD8 + T cells in blood do not correlate with clinical severity in unvaccinated critically ill COVID-19 patients

• Beatriz Olea
• Eliseo Albert
• David Navarro

Classification of 74 facial emoji’s emotional states on the valence-arousal axes

• Gaku Kutsuzawa
• Hiroyuki Umemura
• Yoshiyuki Kobayashi

The emergence of a new sex-system (XX/XY 1 Y 2 ) suggests a species complex in the “monotypic” rodent Oecomys auyantepui (Rodentia, Sigmodontinae)

• Willam Oliveira da Silva
• Celina Coelho Rosa
• Cleusa Yoshiko Nagamachi

Detection of COVID-19 using multimodal data from a wearable device: results from the first TemPredict Study

• Ashley E. Mason
• Frederick M. Hecht
• Benjamin L. Smarr

Spinal degeneration is associated with lumbar multifidus morphology in secondary care patients with low back or leg pain

• Jeffrey R. Cooley
• Tue S. Jensen
• Jeffrey J. Hebert

Phenomenology and content of the inhaled N , N -dimethyltryptamine ( N , N -DMT) experience

• David Wyndham Lawrence
• Robin Carhart-Harris
• Christopher Timmermann

A gigantic bizarre marine turtle (Testudines: Chelonioidea) from the Middle Campanian (Late Cretaceous) of South-western Europe

• Oscar Castillo-Visa
• Àngel H. Luján
• Albert Sellés

The first experience with fully endoscopic posterior cervical foraminotomy and discectomy for radiculopathy performed in Viet Duc University Hospital

• Son Ngoc Dinh
• Hung The Dinh

Mapping the “catscape” formed by a population of pet cats with outdoor access

• Richard Bischof
• Nina Rosita Hansen
• Torbjørn Haugaasen

Investigation of humans individual differences as predictors of their animal interaction styles, focused on the domestic cat

• Lauren R. Finka
• Lucia Ripari
• Marnie L. Brennan

Genesis of fecal floatation is causally linked to gut microbial colonization in mice

• Syed Mohammed Musheer Aalam
• Daphne Norma Crasta
• Nagarajan Kannan

Young children’s screen time during the first COVID-19 lockdown in 12 countries

• Christina Bergmann
• Nevena Dimitrova
• Nivedita Mani

Cichlids and stingrays can add and subtract ‘one’ in the number space from one to five

• V. Schluessel

Elevated estradiol levels in frozen embryo transfer have different effects on pregnancy outcomes depending on the stage of transferred embryos

• Liming Ruan

Group VR experiences can produce ego attenuation and connectedness comparable to psychedelics

• David R. Glowacki
• Rhoslyn Roebuck Williams
• Mike Chatziapostolou

New therizinosaurid dinosaur from the marine Osoushinai Formation (Upper Cretaceous, Japan) provides insight for function and evolution of therizinosaur claws

• Yoshitsugu Kobayashi
• Ryuji Takasaki
• Yoshinori Hikida

Smartphone-based ecological momentary assessment reveals mental health benefits of birdlife

• Ryan Hammoud
• Stefania Tognin
• Andrea Mechelli

Long-term outcomes of cataract surgery with toric intraocular lens implantation by the type of preoperative astigmatism

• Tetsuro Oshika
• Shinichiro Nakano
• Tsutomu Kaneko

Forest fire detection system using wireless sensor networks and machine learning

• Udaya Dampage
• Lumini Bandaranayake
• Bathiya Jayasanka

Misinformation of COVID-19 vaccines and vaccine hesitancy

• Sun Kyong Lee
• Juhyung Sun
• Shane Connelly

Deep language algorithms predict semantic comprehension from brain activity

• Charlotte Caucheteux
• Alexandre Gramfort
• Jean-Rémi King

Children with autism spectrum disorder show atypical electroencephalographic response to processing contextual incongruencies

• Amparo V. Márquez-García
• Vasily A. Vakorin
• Sam M. Doesburg

A generalizable one health framework for the control of zoonotic diseases

• Ria R. Ghai
• Ryan M. Wallace
• Casey Barton Behravesh

HS3ST2 expression induces the cell autonomous aggregation of tau

• M. B. Huynh
• N. Rebergue
• D. Papy-Garcia

Exceptional warming over the Barents area

• Ketil Isaksen
• Øyvind Nordli
• Tatiana Karandasheva

A new Early Cretaceous lizard in Myanmar amber with exceptionally preserved integument

• Andrej Čerňanský
• Edward L. Stanley
• Susan E. Evans

Coffee consumption and diabetic retinopathy in adults with diabetes mellitus

• Hak Jun Lee
• Daniel Duck-Jin Hwang

Shifts in the foraging tactics of crocodiles following invasion by toxic prey

• Abhilasha Aiyer
• Richard Shine
• Georgia Ward-Fear

Production of high loading insulin nanoparticles suitable for oral delivery by spray drying and freeze drying techniques

• Alberto Baldelli
• Anubhav Pratap-Singh

Cable news and COVID-19 vaccine uptake

• Matteo Pinna
• Christoph Goessmann

Estimating the time of last drinking from blood ethyl glucuronide and ethyl sulphate concentrations

• Zhongyuan Guo

COVID-19 infections in infants

• Małgorzata Sobolewska-Pilarczyk
• Maria Pokorska-Śpiewak
• Małgorzata Pawłowska

COVID-19 increases the risk for the onset of atrial fibrillation in hospitalized patients

• Jakob Wollborn
• Sergey Karamnov
• Jochen D. Muehlschlegel

Childhood temperament and adulthood personality differentially predict life outcomes

• Amanda J. Wright
• Joshua J. Jackson

Antivirus applied to JAR malware detection based on runtime behaviors

• Ricardo P. Pinheiro
• Sidney M. L. Lima
• Wellington P. dos Santos

Therapeutic enzyme engineering using a generative neural network

• Andrew Giessel
• Athanasios Dousis
• Stuart Licht

Identification of genes associated with human-canine communication in canine evolution

• Akiko Tonoike
• Ken-ichi Otaki
• Miho Nagasawa

Breath chemical markers of sexual arousal in humans

• G. Pugliese
• J. Williams

A 5-km-thick reservoir with > 380,000 km 3 of magma within the ancient Earth's crust

• Rais Latypov
• Sofya Chistyakova
• Mauritz van der Merwe

Return of large fin whale feeding aggregations to historical whaling grounds in the Southern Ocean

• Helena Herr
• Sacha Viquerat
• Bettina Meyer

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